SlideShare une entreprise Scribd logo
1  sur  23
Télécharger pour lire hors ligne
A Digital Trust
Ecosystem for Healthcare
Created and governed by the healthcare ecosystem, for the healthcare ecosystem.
https://creativecommons.org/licenses/by-sa/4.0/
Marco Cuomo
Director Tech Products & Innovation
Novartis
Daniel Fritz
Executive Director
PharmaLedger Association
https://creativecommons.org/licenses/by-sa/4.0/
1. Empower global SSI
communities
2. Open to everyone interested
in SSI
3. All content is shared with CC
BY SA
Alex Preukschat @SSIMeetup
@AlexPreukschat
James Monaghan
@james_monaghan
Coordinating Nodes
SSIMeetup.org
SSIMeetup objectives
THE PROBLEM
Systems are not patient centric:
identities and data are monetized
Data silos limit secure and
trusted data exchange and
require reconciliation
Counterfeit (falsified) medicines
impact health and economies
Lack of data provenance,
visibility and transparency
Inefficiencies and
waste amplified
across the
value chain
Increasing risk of cyber attacks
and concerns with data privacy
Intermediaries add cost,
time and complexity
WHY
PHARMALEDGER
https://creativecommons.org/licenses/by-sa/4.0/
Business Use Only
5
IMI Operational
Inefficient processes, silo
thinking, internal focus.
«Trust Country»
External
Internal
DID RFS
IMI
Governance
Third Party Risk Mgmt (TPRM) PoC
Drug Sample Management PoC
Clinical Supply PoC
Productive Pilot TPRM
Clinical trials PoC:
Informed Consent
TPRM Production
IMI Project
Launch
2019
2
0
2
0
2022
Internal Blockchain Platform
Supply Chain, Quality, Data
Integrity production pilots
Awareness &
Training
Novartis Blockchain
Journey
Quality and Data
Integrity Productive
Pilots
Blockchain Enabled
Healthcare
Identity Access Mgmt
2018
Other use cases
Hyped
Expectations
Consortium
«Fatigue»
Privacy
Adoption
Innovative
Medicines
Initiative
(IMI)Submission
IDENTITY
THEFT
BEHIND
IMI Applicant
Consortium
2021
✔
On
going
✔
✔
External PoCs:
- Trusted Release
- FDA/Trace
Histories
✔
✔
https://creativecommons.org/licenses/by-sa/4.0/
The Problem
• Sourcing policy adherence in a multi-tier
network is not transparent
• Managing risk assessment and audits with
thousands of suppliers is costly and lengthy
impacting supplier onboarding lead time
• Data privacy and confidentiality is hard to
guarantee
• Buyers struggle to manage time-bound data or
corrective action plans
Public
6
Tier 1
?
✔
• Costly management of standardized and
non-standardized risk assessments for Pharma
customers.
• High re-work rate with the same content provided in
customer specific submission method (email, excel,
webforms etc)
• High lead time for first time procurement
onboarding and for requalification potentially
impacting business flow
Pharma Companies Suppliers
https://creativecommons.org/licenses/by-sa/4.0/
How is it done today?
Questionnaires, audits, certifications, licenses, etc.
– Health, Safety and Environment
– Information Security
– Anti-bribery
– Animal Welfare
– Labor Rights
– Data Privacy
– Quality (GMP)
– ...
Public
7
https://creativecommons.org/licenses/by-sa/4.0/
Decentralized Identity for TPRM
🙷Tiered Trust🙷
Public
8
(1) Credentials are registered on the blockchain by Trusted Entities and issued to the Identity Holder
(2) Identity Holder releases credentials to a potential customer, the requester
(3) Credentials are verified against the underlying blockchain network to verify and qualify the supplier
1 2
3
Supplier
(Identity Holder)
Trusted Entities
(Issuers)
Issue /
Accept
Present /
Request
Certified Supplier
Other
Pharma
Trust Fabric - Blockchain
Blockchain Enabled TPRM
🗹
Manufacturer
(Verifier)
https://creativecommons.org/licenses/by-sa/4.0/
Blockchain TPRM Pilot in Production
Business Use Only
9
https://creativecommons.org/licenses/by-sa/4.0/
A Vision for Digital Dossier (Micro-Certifications)
No more audits!
Performance and integrity of supply chain and manufacturing processes verified in a blockchain ledger
https://creativecommons.org/licenses/by-sa/4.0/
Copyrigh
t © 2022
Pharma
Ledger -
All
Rights
THE PHARMALEDGER
CONSORTIUM
30 Members – 10 EU
Member States, Switzerland,
Israel and USA
3-year, public-private project
to advance blockchain in
healthcare, 2020-2022
Created the PharmaLedger
Association!! (PLA)
https://creativecommons.org/licenses/by-sa/4.0/
PHARMALEDGER PLATFORM OVERVIEW
OpenDSU
Middleware
Use Cases
Applications
• Legacy Systems, Systems of Records etc.
• Edge Devices (Mobile Apps, IoT, WebApps)
APIs, Adapters etc.
Integration
• Bridges between Application and Blockchain platform
• Abstraction layer for Applications
Data Sharing Units
DSU
• Encapsulates Data and Business Logic (code)
• Build-in Data Privacy and Confidentiality
• Enables secure sharing
Hashlinks, Versions
Anchor
• Link the DSU in Blockchain
• Guarantees integrity, traceability, provenance, immutability
Hierarchical Blockchains
Blockchain
• Use case specific Blockchain technologies
• All Blockchains are anchored in the Root
Blockchain
OpenDSU
APIs
Web
APIs
/
SDKs
(OpenDSU
SDK)
Root
UC1: ETH
UC2: HLF
Other Ledger
Company Ledger
Identities (DIDs) Validation Other..
ePI eConsent FGT More ...
Anchoring in Blockchain
Applications
(Digital
Wallets)
APIs/Adapters/Integrations
BDNS Bricking Other...
Anchoring Notifications
Off-chain Storage (Data Sharing Units)
Hierarchical
Blockchains
https://creativecommons.org/licenses/by-sa/4.0/
Clinical Trial
eRecruitment
Clinical Trial
eConsent Clinical Supply Finished Goods
Traceability
ePI
Electronic
Product
Information
Detecting
Falsified
Medicines
Medical Device
IoT &
Personalized
Medicines
WHAT
Anonymized
matching of
patients to clinical
trial inclusion and
exclusion criteria
Auditable,
version-controlle
d,
real-time and
immutable
Informed
Consent Form
Trusted Tracking of
investigational
medicine
distribution to the
patient
Visibility of
commercial
product inventory
for replenishment
and recall
notifications
Latest approved
product
information for all
manufacturers in
one app
Multi-factor
Packaging
Authentication and
data analytics
Dynamic
acquisition &
real-time data
processing for
patients
CTR Webinar
CTR explainer video
eConsent Webinar
eConsent explainer
video
Clinical Supply Webinar Finished Goods
Traceability
ePI explainer video
ePI Webinar #1
ePI Webinar #2
ePI Demo
Detecting Falsified
Medicines Webinar
Detecting Falsified
Medicines Explainer
Video
IoT Medical
Device Webinar
Personalized
Medicine Webinar
PHARMALEDGER PROJECTS
TRANSFERRED TO PLA
https://creativecommons.org/licenses/by-sa/4.0/
Enable the Digital Trust Ecosystem in Healthcare 4.0 (DTE-H) to
solve problems that can’t be solved by silos or single organizations.
PATIENTS
&
USERS
AWARENESS&
EDUCATION
MEMBERS &
SPONSORS
TECHNOLOGY
OVERSIGHT
PRODUCT
PORTFOLIO
GOVERNANCE
&
COMPLIANCE
INNOVATION LAB
R&D
To provide a global governance, compliance and operating model
that enables innovation and inspires collaboration among healthcare
stakeholders.
KEY FACTS
• Result of a 3-year, 30-member project completed in 2022
• Not-for-profit Swiss Association
• Pre-competition umbrella organization
• Patient focused, ecosystem-led, inclusive
• Technology agnostic, open-source solutions
• Innovation lab for new use cases
• Funded through membership fees and grants
• More at https://pharmaledger.org/
MISSION
VISION
https://creativecommons.org/licenses/by-sa/4.0/
ePI &
DETECTING FALSIFIED MEDICINES
1.
Scan QR Code
2.
Visual Instruction to
scan the 2D code
3.
Scan 2D Code
4.
Get eleaflets.
secure, latest and
direct
5.
Pop-up, optional
download of
App
APP
https://creativecommons.org/licenses/by-sa/4.0/
✔ Global lookup Resolver for ePI
✔ No central server, enhanced security
✔ No single point of failure (high availability)
✔ Ensures patient data privacy
BLOCKCHAIN? FOR ePI!
e-leaflet versions
HEALTH AUTHORITIES
20+
MANUFACTURER
100+
HCP & PATIENTS
MILLIONS
Review and Approval Dissemination
Resolver
(Blockchain)
PC 9938251672557
SN 753328375613
Exp 07-2024
Lot AF4368
• GTIN
• Serial Number
• Batch Number
• Expiry Date
https://creativecommons.org/licenses/by-sa/4.0/
ePI chain of trust (Example)
MAH Wallet
(Governance)
GS1 MO
Or
GLEIF Partners
(LEI Issuers)
VC for MAH
MAH
DSU-Fabric
(Factory Wallet)
VC for Fabric
Product DSU
eLeaflet content
(XML, Images, video)
MAH-Signed eLeaflet VC
HA-Signed eLeaflet VC
Product attributes:
● GTIN
● Product Name
https://creativecommons.org/licenses/by-sa/4.0/
Copyrigh
t ©
2020-20
22,
Pharma
Ledger
ePI CREDENTIALS CHAIN (GS1 Example)
Issuer Subject Assertion
MO VC
GS1 License Credential for MO
GS1 GO DID
GS1 MO DID
GS1 Prefix
MAH VC
GS1 MO Credential for MAH
GS1 MO DID
MAH DID
GS1 Company
Prefix
Factory VC
Factory Credential
MAH DID
Factory DID
Is MAH factory
Product VC
Product Credential
Factory DID
KeySSI Product
Is valid Product
Holder
MO MAH HQ DSU-Factory Product DSU
GS1 GO DID
GS1 HQ
Private Key
GS1 GO GS1 MO MAH Factory
https://creativecommons.org/licenses/by-sa/4.0/
End-to-end Supply Chain Traceability Vision
N-tier Upstream Returns and Downstream
Clinical Trials API Production Packaging
Primary
Distribution
Distribution
Centers
Local
Distribution
Pharmacy
Hospital
Patient
Blockchain Trust Fabric | PharmaLedger
Decentralized
Identifiers (DIDs)
Risk &
Compliance
Digital
Certifications
Electronic
Product Info
Material
Traceability
Personal
Medicine
T&T Object
and Event
Cold Chain &
Location
Order-to-Cas
h
Security
features
https://creativecommons.org/licenses/by-sa/4.0/
Thank You!
Questions and Answers
:
:
:
:
: :
“type” “Ledger.Domain”
“Type Specific
Substring”
“Control
Substring”
ssi
Hint
Or Tag
“vn”
Diagram: Syntax of KeySSI Identifier
Examples:
ssi:seed:default:7PxHBdtYBVxzAQBsDAt9LneGQu5UKSndkg9ngf5d113E::v0
ssi:sza:default:e064764d4701ff563aa9be06c3b301ebdaa262a40c6ecc592254df75dbf097f6::v0
1. “ssi” just tells us it’s a SSI key
2. “type” defines complementary types of KeySSI
3. “Ledger.Domain” represent an ledger/blockchain domain
4. The “Type Specific Substrings” should contain enough random bits for good security.
5. The “Control Substring” used by the anchoring services to validate the requests for a new version of
the anchored DSU. The algorithm used for verification is type-specific.
6. The “vn” is a string reflecting the version number of the type. Not be confused with DSU versions.
7. The “hint” part is optional and subtype-specific.
21
KeySSI - Syntax
https://creativecommons.org/licenses/by-sa/4.0/
Product DSU
Product VC
Factory VC
KeySSI
Product
MAH DID
Factory owned by MAH
Factory DID
eLeaflet
Validations
1. Product VC belongs to the current DSU
2. The current eLeaflet (hashLink) is valid
3. Proof that MAH signed the DSU
4. Proof that MAH is valid pharma company
5. Check that MAH has authority on the GTIN
GTIN
Issuer
Subject
Claim
MAH VC
GS1 MO Credential for MAH
GS1 MO DID
MAH DID
GS1 Company
Prefix
MO VC
GS1 License Credential for MO
GS1 GO DID
GS1 MO DID
GS1 Prefix
Credential
Factory DID
HashLink of the eLeaflet
Factory Wallet
Factory Private Key
Product SeedSSI
Creates DSU
Creates Product VC
Factory VC
https://creativecommons.org/licenses/by-sa/4.0/
KeySSI - Why?
A KeySSI is both an access token (a key) and an identifier.
KeySSI is the acronym of “Key Self-Sovereign Identifiers”
● Resolved to DSUs: Identify and locate DSUs (URI)
● Used also for DSU Encryption (decentralised access control)
● DSU Validation and ownership proofs
● Identity and control of the DSU’s anchors ( zero access blockchain anchors)
● could be used to implement DID methods (DID documents obeying the
OpenDSU specific decentralised access control rules)
23
https://creativecommons.org/licenses/by-sa/4.0/

Contenu connexe

Tendances

Vietnam Esports Market Report 2018
Vietnam Esports Market Report 2018Vietnam Esports Market Report 2018
Vietnam Esports Market Report 2018Appota Group
 
Verifiable Credentials for Travel & Hospitality
Verifiable Credentials for Travel & HospitalityVerifiable Credentials for Travel & Hospitality
Verifiable Credentials for Travel & HospitalityEvernym
 
U2F/FIDO2 implementation of YubiKey
U2F/FIDO2 implementation of YubiKeyU2F/FIDO2 implementation of YubiKey
U2F/FIDO2 implementation of YubiKeyHaniyama Wataru
 
OpenID 4 Verifiable Credentials + HAIP (Update)
OpenID 4 Verifiable Credentials + HAIP (Update)OpenID 4 Verifiable Credentials + HAIP (Update)
OpenID 4 Verifiable Credentials + HAIP (Update)Torsten Lodderstedt
 
OpenID for Verifiable Credentials
OpenID for Verifiable CredentialsOpenID for Verifiable Credentials
OpenID for Verifiable CredentialsTorsten Lodderstedt
 
Web Authn & Security Keys: Unlocking the Key to Authentication
Web Authn & Security Keys: Unlocking the Key to AuthenticationWeb Authn & Security Keys: Unlocking the Key to Authentication
Web Authn & Security Keys: Unlocking the Key to AuthenticationFIDO Alliance
 
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)Svetlin Nakov
 
SolChicks pitch deck: $77M for blockchain gaming
SolChicks pitch deck: $77M for blockchain gamingSolChicks pitch deck: $77M for blockchain gaming
SolChicks pitch deck: $77M for blockchain gamingPitch Decks
 
Comprehensive overview FAPI 1 and FAPI 2
Comprehensive overview FAPI 1 and FAPI 2Comprehensive overview FAPI 1 and FAPI 2
Comprehensive overview FAPI 1 and FAPI 2Torsten Lodderstedt
 
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...SSIMeetup
 
Decentralized Identifier (DIDs) fundamentals deep dive
Decentralized Identifier (DIDs) fundamentals deep diveDecentralized Identifier (DIDs) fundamentals deep dive
Decentralized Identifier (DIDs) fundamentals deep diveSSIMeetup
 
Cryptography 101 for Java Developers - Devoxx 2019
Cryptography 101 for Java Developers - Devoxx 2019Cryptography 101 for Java Developers - Devoxx 2019
Cryptography 101 for Java Developers - Devoxx 2019Michel Schudel
 
Gary B. Rodrigue - What is Blockchain? IBM Food Trust Overview
Gary B. Rodrigue - What is Blockchain? IBM Food Trust OverviewGary B. Rodrigue - What is Blockchain? IBM Food Trust Overview
Gary B. Rodrigue - What is Blockchain? IBM Food Trust OverviewJohn Blue
 
Introduction to Self Sovereign Identity - IIW October 2019
Introduction to Self Sovereign Identity - IIW October 2019Introduction to Self Sovereign Identity - IIW October 2019
Introduction to Self Sovereign Identity - IIW October 2019Heather Vescent
 

Tendances (20)

Vietnam Esports Market Report 2018
Vietnam Esports Market Report 2018Vietnam Esports Market Report 2018
Vietnam Esports Market Report 2018
 
Verifiable Credentials for Travel & Hospitality
Verifiable Credentials for Travel & HospitalityVerifiable Credentials for Travel & Hospitality
Verifiable Credentials for Travel & Hospitality
 
Non fungible token(nf ts)
Non fungible token(nf ts)Non fungible token(nf ts)
Non fungible token(nf ts)
 
U2F/FIDO2 implementation of YubiKey
U2F/FIDO2 implementation of YubiKeyU2F/FIDO2 implementation of YubiKey
U2F/FIDO2 implementation of YubiKey
 
OpenID Connect Explained
OpenID Connect ExplainedOpenID Connect Explained
OpenID Connect Explained
 
OpenID 4 Verifiable Credentials + HAIP (Update)
OpenID 4 Verifiable Credentials + HAIP (Update)OpenID 4 Verifiable Credentials + HAIP (Update)
OpenID 4 Verifiable Credentials + HAIP (Update)
 
OpenID for Verifiable Credentials
OpenID for Verifiable CredentialsOpenID for Verifiable Credentials
OpenID for Verifiable Credentials
 
Crypto box - crypto casino
Crypto box - crypto casinoCrypto box - crypto casino
Crypto box - crypto casino
 
Blockchain
BlockchainBlockchain
Blockchain
 
Web Authn & Security Keys: Unlocking the Key to Authentication
Web Authn & Security Keys: Unlocking the Key to AuthenticationWeb Authn & Security Keys: Unlocking the Key to Authentication
Web Authn & Security Keys: Unlocking the Key to Authentication
 
OpenID Connect 4 SSI
OpenID Connect 4 SSIOpenID Connect 4 SSI
OpenID Connect 4 SSI
 
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)
Blockchain Cryptography for Developers (Nakov @ BGWebSummit 2018)
 
SolChicks pitch deck: $77M for blockchain gaming
SolChicks pitch deck: $77M for blockchain gamingSolChicks pitch deck: $77M for blockchain gaming
SolChicks pitch deck: $77M for blockchain gaming
 
Comprehensive overview FAPI 1 and FAPI 2
Comprehensive overview FAPI 1 and FAPI 2Comprehensive overview FAPI 1 and FAPI 2
Comprehensive overview FAPI 1 and FAPI 2
 
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...
Decentralized Key Management (DKMS): An Essential Missing Piece of the SSI Pu...
 
Decentralized Identifier (DIDs) fundamentals deep dive
Decentralized Identifier (DIDs) fundamentals deep diveDecentralized Identifier (DIDs) fundamentals deep dive
Decentralized Identifier (DIDs) fundamentals deep dive
 
Cryptography 101 for Java Developers - Devoxx 2019
Cryptography 101 for Java Developers - Devoxx 2019Cryptography 101 for Java Developers - Devoxx 2019
Cryptography 101 for Java Developers - Devoxx 2019
 
Gary B. Rodrigue - What is Blockchain? IBM Food Trust Overview
Gary B. Rodrigue - What is Blockchain? IBM Food Trust OverviewGary B. Rodrigue - What is Blockchain? IBM Food Trust Overview
Gary B. Rodrigue - What is Blockchain? IBM Food Trust Overview
 
Blockchain Explained
Blockchain ExplainedBlockchain Explained
Blockchain Explained
 
Introduction to Self Sovereign Identity - IIW October 2019
Introduction to Self Sovereign Identity - IIW October 2019Introduction to Self Sovereign Identity - IIW October 2019
Introduction to Self Sovereign Identity - IIW October 2019
 

Similaire à PharmaLedger: A Digital Trust Ecosystem for Healthcare

"Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t..."Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t...eraser Juan José Calderón
 
Biometrics Today article
Biometrics Today articleBiometrics Today article
Biometrics Today articleHector Hoyos
 
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...Kate Barlow
 
Ten Blockchain Applications
Ten Blockchain ApplicationsTen Blockchain Applications
Ten Blockchain ApplicationsAhmed Banafa
 
DevOps for Highly Regulated Environments
DevOps for Highly Regulated EnvironmentsDevOps for Highly Regulated Environments
DevOps for Highly Regulated EnvironmentsDevOps.com
 
Transcelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnTranscelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnRyan Tubbs
 
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.iFour Technolab Pvt. Ltd.
 
Webinar digitally transforming healthcare with blockchain
Webinar   digitally transforming healthcare with blockchainWebinar   digitally transforming healthcare with blockchain
Webinar digitally transforming healthcare with blockchainKaleido
 
Cartes Asia Dem 2010 V2
Cartes Asia Dem 2010 V2Cartes Asia Dem 2010 V2
Cartes Asia Dem 2010 V2Donald Malloy
 
RFID Simulation of the US Pharmaceutical Supply Chain
RFID Simulation of the US Pharmaceutical Supply ChainRFID Simulation of the US Pharmaceutical Supply Chain
RFID Simulation of the US Pharmaceutical Supply ChainPaul Hofmann
 
The need for interoperability in blockchain-based initiatives to facilitate c...
The need for interoperability in blockchain-based initiatives to facilitate c...The need for interoperability in blockchain-based initiatives to facilitate c...
The need for interoperability in blockchain-based initiatives to facilitate c...Massimiliano Masi
 
CB insights: How Blockchain Technology Could Disrupt Healthcare
CB insights: How Blockchain Technology Could Disrupt HealthcareCB insights: How Blockchain Technology Could Disrupt Healthcare
CB insights: How Blockchain Technology Could Disrupt HealthcareLevi Shapiro
 
Week2sleek portfolio
Week2sleek portfolioWeek2sleek portfolio
Week2sleek portfolioAkhil Kurup
 
Week sleek portfolio
Week sleek portfolioWeek sleek portfolio
Week sleek portfolioAkhil Kurup
 
Clinical and Business Analytics - HIMSS 2015
Clinical and Business Analytics - HIMSS 2015Clinical and Business Analytics - HIMSS 2015
Clinical and Business Analytics - HIMSS 2015ExtraHop Networks
 
Blockchain use cases in health and education
Blockchain use cases in health and educationBlockchain use cases in health and education
Blockchain use cases in health and educationNetcetera
 
Blockchain: Just a game or a real game changer in Pharma and Healthcare?
Blockchain: Just a game or a real game changer in Pharma and Healthcare?Blockchain: Just a game or a real game changer in Pharma and Healthcare?
Blockchain: Just a game or a real game changer in Pharma and Healthcare?Boris K. A. Reinhard
 

Similaire à PharmaLedger: A Digital Trust Ecosystem for Healthcare (20)

"Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t..."Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t...
 
IBM Food Trust
IBM Food TrustIBM Food Trust
IBM Food Trust
 
Webinar on the 21st Century Cures Act Final Rule
Webinar on the 21st Century Cures Act Final RuleWebinar on the 21st Century Cures Act Final Rule
Webinar on the 21st Century Cures Act Final Rule
 
Biometrics Today article
Biometrics Today articleBiometrics Today article
Biometrics Today article
 
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...
Evaluating How Blockchain Can Transform the Pharmaceutical and Healthcare Ind...
 
Ten Blockchain Applications
Ten Blockchain ApplicationsTen Blockchain Applications
Ten Blockchain Applications
 
DevOps for Highly Regulated Environments
DevOps for Highly Regulated EnvironmentsDevOps for Highly Regulated Environments
DevOps for Highly Regulated Environments
 
Transcelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnTranscelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nn
 
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.
Blockchain Use Cases in Healthcare Industry - iFour Technolab Pvt. Ltd.
 
Webinar digitally transforming healthcare with blockchain
Webinar   digitally transforming healthcare with blockchainWebinar   digitally transforming healthcare with blockchain
Webinar digitally transforming healthcare with blockchain
 
Cartes Asia Dem 2010 V2
Cartes Asia Dem 2010 V2Cartes Asia Dem 2010 V2
Cartes Asia Dem 2010 V2
 
RFID Simulation of the US Pharmaceutical Supply Chain
RFID Simulation of the US Pharmaceutical Supply ChainRFID Simulation of the US Pharmaceutical Supply Chain
RFID Simulation of the US Pharmaceutical Supply Chain
 
Prisym Compliance
Prisym CompliancePrisym Compliance
Prisym Compliance
 
The need for interoperability in blockchain-based initiatives to facilitate c...
The need for interoperability in blockchain-based initiatives to facilitate c...The need for interoperability in blockchain-based initiatives to facilitate c...
The need for interoperability in blockchain-based initiatives to facilitate c...
 
CB insights: How Blockchain Technology Could Disrupt Healthcare
CB insights: How Blockchain Technology Could Disrupt HealthcareCB insights: How Blockchain Technology Could Disrupt Healthcare
CB insights: How Blockchain Technology Could Disrupt Healthcare
 
Week2sleek portfolio
Week2sleek portfolioWeek2sleek portfolio
Week2sleek portfolio
 
Week sleek portfolio
Week sleek portfolioWeek sleek portfolio
Week sleek portfolio
 
Clinical and Business Analytics - HIMSS 2015
Clinical and Business Analytics - HIMSS 2015Clinical and Business Analytics - HIMSS 2015
Clinical and Business Analytics - HIMSS 2015
 
Blockchain use cases in health and education
Blockchain use cases in health and educationBlockchain use cases in health and education
Blockchain use cases in health and education
 
Blockchain: Just a game or a real game changer in Pharma and Healthcare?
Blockchain: Just a game or a real game changer in Pharma and Healthcare?Blockchain: Just a game or a real game changer in Pharma and Healthcare?
Blockchain: Just a game or a real game changer in Pharma and Healthcare?
 

Plus de SSIMeetup

ZKorum: Building the Next Generation eAgora powered by SSI
ZKorum: Building the Next Generation eAgora powered by SSIZKorum: Building the Next Generation eAgora powered by SSI
ZKorum: Building the Next Generation eAgora powered by SSISSIMeetup
 
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...SSIMeetup
 
Value proposition of SSI tech providers - Self-Sovereign Identity
Value proposition of SSI tech providers - Self-Sovereign IdentityValue proposition of SSI tech providers - Self-Sovereign Identity
Value proposition of SSI tech providers - Self-Sovereign IdentitySSIMeetup
 
SSI Adoption: What will it take? Riley Hughes
SSI Adoption: What will it take? Riley HughesSSI Adoption: What will it take? Riley Hughes
SSI Adoption: What will it take? Riley HughesSSIMeetup
 
Web5 - Open to Build - Block-TBD
Web5 - Open to Build - Block-TBDWeb5 - Open to Build - Block-TBD
Web5 - Open to Build - Block-TBDSSIMeetup
 
Portabl - The state of open banking, regulations, and the intersection of SSI...
Portabl - The state of open banking, regulations, and the intersection of SSI...Portabl - The state of open banking, regulations, and the intersection of SSI...
Portabl - The state of open banking, regulations, and the intersection of SSI...SSIMeetup
 
Cheqd: Making privacy-preserving digital credentials fun
Cheqd: Making privacy-preserving digital credentials funCheqd: Making privacy-preserving digital credentials fun
Cheqd: Making privacy-preserving digital credentials funSSIMeetup
 
PolygonID Zero-Knowledge Identity Web2 & Web3
PolygonID Zero-Knowledge Identity Web2 & Web3PolygonID Zero-Knowledge Identity Web2 & Web3
PolygonID Zero-Knowledge Identity Web2 & Web3SSIMeetup
 
Building SSI Products: A Guide for Product Managers
Building SSI Products: A Guide for Product ManagersBuilding SSI Products: A Guide for Product Managers
Building SSI Products: A Guide for Product ManagersSSIMeetup
 
Solving compliance for crypto businesses using Decentralized Identity – Pelle...
Solving compliance for crypto businesses using Decentralized Identity – Pelle...Solving compliance for crypto businesses using Decentralized Identity – Pelle...
Solving compliance for crypto businesses using Decentralized Identity – Pelle...SSIMeetup
 
The Pan-Canadian Trust Framework (PCTF) for SSI
The Pan-Canadian Trust Framework (PCTF) for SSIThe Pan-Canadian Trust Framework (PCTF) for SSI
The Pan-Canadian Trust Framework (PCTF) for SSISSIMeetup
 
Identity-centric interoperability with the Ceramic Protocol
Identity-centric interoperability with the Ceramic ProtocolIdentity-centric interoperability with the Ceramic Protocol
Identity-centric interoperability with the Ceramic ProtocolSSIMeetup
 
The SSI Ecosystem in South Korea
The SSI Ecosystem in South KoreaThe SSI Ecosystem in South Korea
The SSI Ecosystem in South KoreaSSIMeetup
 
Introducing the SSI eIDAS Legal Report – Ignacio Alamillo
Introducing the SSI eIDAS Legal Report – Ignacio AlamilloIntroducing the SSI eIDAS Legal Report – Ignacio Alamillo
Introducing the SSI eIDAS Legal Report – Ignacio AlamilloSSIMeetup
 
Learn about the Trust Over IP (ToIP) stack
Learn about the Trust Over IP (ToIP) stackLearn about the Trust Over IP (ToIP) stack
Learn about the Trust Over IP (ToIP) stackSSIMeetup
 
How to avoid another identity nightmare with SSI? Christopher Allen
How to avoid another identity nightmare with SSI? Christopher AllenHow to avoid another identity nightmare with SSI? Christopher Allen
How to avoid another identity nightmare with SSI? Christopher AllenSSIMeetup
 
eIDAS regulation: anchoring trust in Self-Sovereign Identity systems
eIDAS regulation: anchoring trust in Self-Sovereign Identity systemseIDAS regulation: anchoring trust in Self-Sovereign Identity systems
eIDAS regulation: anchoring trust in Self-Sovereign Identity systemsSSIMeetup
 
Explaining SSI to C-suite executives, and anyone else for that matter
Explaining SSI to C-suite executives, and anyone else for that matterExplaining SSI to C-suite executives, and anyone else for that matter
Explaining SSI to C-suite executives, and anyone else for that matterSSIMeetup
 
The 2nd Official W3C DID Working Group Meeting (The Netherlands)
The 2nd Official W3C DID Working Group Meeting (The Netherlands)The 2nd Official W3C DID Working Group Meeting (The Netherlands)
The 2nd Official W3C DID Working Group Meeting (The Netherlands)SSIMeetup
 
The Hyperledger Indy Public Blockchain Node
The Hyperledger Indy Public Blockchain NodeThe Hyperledger Indy Public Blockchain Node
The Hyperledger Indy Public Blockchain NodeSSIMeetup
 

Plus de SSIMeetup (20)

ZKorum: Building the Next Generation eAgora powered by SSI
ZKorum: Building the Next Generation eAgora powered by SSIZKorum: Building the Next Generation eAgora powered by SSI
ZKorum: Building the Next Generation eAgora powered by SSI
 
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...
Anonymous credentials with range proofs, verifiable encryption, ZKSNARKs, Cir...
 
Value proposition of SSI tech providers - Self-Sovereign Identity
Value proposition of SSI tech providers - Self-Sovereign IdentityValue proposition of SSI tech providers - Self-Sovereign Identity
Value proposition of SSI tech providers - Self-Sovereign Identity
 
SSI Adoption: What will it take? Riley Hughes
SSI Adoption: What will it take? Riley HughesSSI Adoption: What will it take? Riley Hughes
SSI Adoption: What will it take? Riley Hughes
 
Web5 - Open to Build - Block-TBD
Web5 - Open to Build - Block-TBDWeb5 - Open to Build - Block-TBD
Web5 - Open to Build - Block-TBD
 
Portabl - The state of open banking, regulations, and the intersection of SSI...
Portabl - The state of open banking, regulations, and the intersection of SSI...Portabl - The state of open banking, regulations, and the intersection of SSI...
Portabl - The state of open banking, regulations, and the intersection of SSI...
 
Cheqd: Making privacy-preserving digital credentials fun
Cheqd: Making privacy-preserving digital credentials funCheqd: Making privacy-preserving digital credentials fun
Cheqd: Making privacy-preserving digital credentials fun
 
PolygonID Zero-Knowledge Identity Web2 & Web3
PolygonID Zero-Knowledge Identity Web2 & Web3PolygonID Zero-Knowledge Identity Web2 & Web3
PolygonID Zero-Knowledge Identity Web2 & Web3
 
Building SSI Products: A Guide for Product Managers
Building SSI Products: A Guide for Product ManagersBuilding SSI Products: A Guide for Product Managers
Building SSI Products: A Guide for Product Managers
 
Solving compliance for crypto businesses using Decentralized Identity – Pelle...
Solving compliance for crypto businesses using Decentralized Identity – Pelle...Solving compliance for crypto businesses using Decentralized Identity – Pelle...
Solving compliance for crypto businesses using Decentralized Identity – Pelle...
 
The Pan-Canadian Trust Framework (PCTF) for SSI
The Pan-Canadian Trust Framework (PCTF) for SSIThe Pan-Canadian Trust Framework (PCTF) for SSI
The Pan-Canadian Trust Framework (PCTF) for SSI
 
Identity-centric interoperability with the Ceramic Protocol
Identity-centric interoperability with the Ceramic ProtocolIdentity-centric interoperability with the Ceramic Protocol
Identity-centric interoperability with the Ceramic Protocol
 
The SSI Ecosystem in South Korea
The SSI Ecosystem in South KoreaThe SSI Ecosystem in South Korea
The SSI Ecosystem in South Korea
 
Introducing the SSI eIDAS Legal Report – Ignacio Alamillo
Introducing the SSI eIDAS Legal Report – Ignacio AlamilloIntroducing the SSI eIDAS Legal Report – Ignacio Alamillo
Introducing the SSI eIDAS Legal Report – Ignacio Alamillo
 
Learn about the Trust Over IP (ToIP) stack
Learn about the Trust Over IP (ToIP) stackLearn about the Trust Over IP (ToIP) stack
Learn about the Trust Over IP (ToIP) stack
 
How to avoid another identity nightmare with SSI? Christopher Allen
How to avoid another identity nightmare with SSI? Christopher AllenHow to avoid another identity nightmare with SSI? Christopher Allen
How to avoid another identity nightmare with SSI? Christopher Allen
 
eIDAS regulation: anchoring trust in Self-Sovereign Identity systems
eIDAS regulation: anchoring trust in Self-Sovereign Identity systemseIDAS regulation: anchoring trust in Self-Sovereign Identity systems
eIDAS regulation: anchoring trust in Self-Sovereign Identity systems
 
Explaining SSI to C-suite executives, and anyone else for that matter
Explaining SSI to C-suite executives, and anyone else for that matterExplaining SSI to C-suite executives, and anyone else for that matter
Explaining SSI to C-suite executives, and anyone else for that matter
 
The 2nd Official W3C DID Working Group Meeting (The Netherlands)
The 2nd Official W3C DID Working Group Meeting (The Netherlands)The 2nd Official W3C DID Working Group Meeting (The Netherlands)
The 2nd Official W3C DID Working Group Meeting (The Netherlands)
 
The Hyperledger Indy Public Blockchain Node
The Hyperledger Indy Public Blockchain NodeThe Hyperledger Indy Public Blockchain Node
The Hyperledger Indy Public Blockchain Node
 

Dernier

Call Girls in Udaipur Girija Udaipur Call Girl ✔ VQRWTO ❤️ 100% offer with...
Call Girls in Udaipur  Girija  Udaipur Call Girl  ✔ VQRWTO ❤️ 100% offer with...Call Girls in Udaipur  Girija  Udaipur Call Girl  ✔ VQRWTO ❤️ 100% offer with...
Call Girls in Udaipur Girija Udaipur Call Girl ✔ VQRWTO ❤️ 100% offer with...mahaiklolahd
 
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetbhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...mahaiklolahd
 
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in Lahore
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in LahoreBest Lahore Escorts 😮‍💨03250114445 || VIP escorts in Lahore
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in LahoreDeny Daniel
 
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance Payments
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance PaymentsEscorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance Payments
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance PaymentsAhmedabad Call Girls
 
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real Meet
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real MeetVip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real Meet
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real MeetAhmedabad Call Girls
 
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetPatna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetOzhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Krishnagiri call girls Tamil aunty 7877702510
Krishnagiri call girls Tamil aunty 7877702510Krishnagiri call girls Tamil aunty 7877702510
Krishnagiri call girls Tamil aunty 7877702510Vipesco
 
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetdhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.ktanvi103
 
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...Ahmedabad Call Girls
 
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetcoimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetBareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅gragmanisha42
 
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetMuzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetThrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Dehradun Call Girls 8854095900 Call Girl in Dehradun Uttrakhand
Dehradun Call Girls 8854095900 Call Girl in Dehradun  UttrakhandDehradun Call Girls 8854095900 Call Girl in Dehradun  Uttrakhand
Dehradun Call Girls 8854095900 Call Girl in Dehradun Uttrakhandindiancallgirl4rent
 

Dernier (20)

Call Girls in Udaipur Girija Udaipur Call Girl ✔ VQRWTO ❤️ 100% offer with...
Call Girls in Udaipur  Girija  Udaipur Call Girl  ✔ VQRWTO ❤️ 100% offer with...Call Girls in Udaipur  Girija  Udaipur Call Girl  ✔ VQRWTO ❤️ 100% offer with...
Call Girls in Udaipur Girija Udaipur Call Girl ✔ VQRWTO ❤️ 100% offer with...
 
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetbhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
bhubaneswar Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...
Call Girl in Bangalore 9632137771 {LowPrice} ❤️ (Navya) Bangalore Call Girls ...
 
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in Lahore
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in LahoreBest Lahore Escorts 😮‍💨03250114445 || VIP escorts in Lahore
Best Lahore Escorts 😮‍💨03250114445 || VIP escorts in Lahore
 
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
 
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance Payments
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance PaymentsEscorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance Payments
Escorts Service Ahmedabad🌹6367187148 🌹 No Need For Advance Payments
 
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real Meet
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real MeetVip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real Meet
Vip Call Girls Makarba 👙 6367187148 👙 Genuine WhatsApp Number for Real Meet
 
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetPatna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Patna Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetOzhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Ozhukarai Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
 
Krishnagiri call girls Tamil aunty 7877702510
Krishnagiri call girls Tamil aunty 7877702510Krishnagiri call girls Tamil aunty 7877702510
Krishnagiri call girls Tamil aunty 7877702510
 
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetdhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
dhanbad Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.
Call Now ☎ 9999965857 !! Call Girls in Hauz Khas Escort Service Delhi N.C.R.
 
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...
Independent Call Girls Hyderabad 💋 9352988975 💋 Genuine WhatsApp Number for R...
 
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetcoimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
coimbatore Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetBareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Bareilly Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅
Call Girl Gorakhpur * 8250192130 Service starts from just ₹9999 ✅
 
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetMuzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Muzaffarpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetThrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Thrissur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Dehradun Call Girls 8854095900 Call Girl in Dehradun Uttrakhand
Dehradun Call Girls 8854095900 Call Girl in Dehradun  UttrakhandDehradun Call Girls 8854095900 Call Girl in Dehradun  Uttrakhand
Dehradun Call Girls 8854095900 Call Girl in Dehradun Uttrakhand
 

PharmaLedger: A Digital Trust Ecosystem for Healthcare

  • 1. A Digital Trust Ecosystem for Healthcare Created and governed by the healthcare ecosystem, for the healthcare ecosystem. https://creativecommons.org/licenses/by-sa/4.0/
  • 2. Marco Cuomo Director Tech Products & Innovation Novartis Daniel Fritz Executive Director PharmaLedger Association https://creativecommons.org/licenses/by-sa/4.0/
  • 3. 1. Empower global SSI communities 2. Open to everyone interested in SSI 3. All content is shared with CC BY SA Alex Preukschat @SSIMeetup @AlexPreukschat James Monaghan @james_monaghan Coordinating Nodes SSIMeetup.org SSIMeetup objectives
  • 4. THE PROBLEM Systems are not patient centric: identities and data are monetized Data silos limit secure and trusted data exchange and require reconciliation Counterfeit (falsified) medicines impact health and economies Lack of data provenance, visibility and transparency Inefficiencies and waste amplified across the value chain Increasing risk of cyber attacks and concerns with data privacy Intermediaries add cost, time and complexity WHY PHARMALEDGER https://creativecommons.org/licenses/by-sa/4.0/
  • 5. Business Use Only 5 IMI Operational Inefficient processes, silo thinking, internal focus. «Trust Country» External Internal DID RFS IMI Governance Third Party Risk Mgmt (TPRM) PoC Drug Sample Management PoC Clinical Supply PoC Productive Pilot TPRM Clinical trials PoC: Informed Consent TPRM Production IMI Project Launch 2019 2 0 2 0 2022 Internal Blockchain Platform Supply Chain, Quality, Data Integrity production pilots Awareness & Training Novartis Blockchain Journey Quality and Data Integrity Productive Pilots Blockchain Enabled Healthcare Identity Access Mgmt 2018 Other use cases Hyped Expectations Consortium «Fatigue» Privacy Adoption Innovative Medicines Initiative (IMI)Submission IDENTITY THEFT BEHIND IMI Applicant Consortium 2021 ✔ On going ✔ ✔ External PoCs: - Trusted Release - FDA/Trace Histories ✔ ✔ https://creativecommons.org/licenses/by-sa/4.0/
  • 6. The Problem • Sourcing policy adherence in a multi-tier network is not transparent • Managing risk assessment and audits with thousands of suppliers is costly and lengthy impacting supplier onboarding lead time • Data privacy and confidentiality is hard to guarantee • Buyers struggle to manage time-bound data or corrective action plans Public 6 Tier 1 ? ✔ • Costly management of standardized and non-standardized risk assessments for Pharma customers. • High re-work rate with the same content provided in customer specific submission method (email, excel, webforms etc) • High lead time for first time procurement onboarding and for requalification potentially impacting business flow Pharma Companies Suppliers https://creativecommons.org/licenses/by-sa/4.0/
  • 7. How is it done today? Questionnaires, audits, certifications, licenses, etc. – Health, Safety and Environment – Information Security – Anti-bribery – Animal Welfare – Labor Rights – Data Privacy – Quality (GMP) – ... Public 7 https://creativecommons.org/licenses/by-sa/4.0/
  • 8. Decentralized Identity for TPRM 🙷Tiered Trust🙷 Public 8 (1) Credentials are registered on the blockchain by Trusted Entities and issued to the Identity Holder (2) Identity Holder releases credentials to a potential customer, the requester (3) Credentials are verified against the underlying blockchain network to verify and qualify the supplier 1 2 3 Supplier (Identity Holder) Trusted Entities (Issuers) Issue / Accept Present / Request Certified Supplier Other Pharma Trust Fabric - Blockchain Blockchain Enabled TPRM 🗹 Manufacturer (Verifier) https://creativecommons.org/licenses/by-sa/4.0/
  • 9. Blockchain TPRM Pilot in Production Business Use Only 9 https://creativecommons.org/licenses/by-sa/4.0/
  • 10. A Vision for Digital Dossier (Micro-Certifications) No more audits! Performance and integrity of supply chain and manufacturing processes verified in a blockchain ledger https://creativecommons.org/licenses/by-sa/4.0/
  • 11. Copyrigh t © 2022 Pharma Ledger - All Rights THE PHARMALEDGER CONSORTIUM 30 Members – 10 EU Member States, Switzerland, Israel and USA 3-year, public-private project to advance blockchain in healthcare, 2020-2022 Created the PharmaLedger Association!! (PLA) https://creativecommons.org/licenses/by-sa/4.0/
  • 12. PHARMALEDGER PLATFORM OVERVIEW OpenDSU Middleware Use Cases Applications • Legacy Systems, Systems of Records etc. • Edge Devices (Mobile Apps, IoT, WebApps) APIs, Adapters etc. Integration • Bridges between Application and Blockchain platform • Abstraction layer for Applications Data Sharing Units DSU • Encapsulates Data and Business Logic (code) • Build-in Data Privacy and Confidentiality • Enables secure sharing Hashlinks, Versions Anchor • Link the DSU in Blockchain • Guarantees integrity, traceability, provenance, immutability Hierarchical Blockchains Blockchain • Use case specific Blockchain technologies • All Blockchains are anchored in the Root Blockchain OpenDSU APIs Web APIs / SDKs (OpenDSU SDK) Root UC1: ETH UC2: HLF Other Ledger Company Ledger Identities (DIDs) Validation Other.. ePI eConsent FGT More ... Anchoring in Blockchain Applications (Digital Wallets) APIs/Adapters/Integrations BDNS Bricking Other... Anchoring Notifications Off-chain Storage (Data Sharing Units) Hierarchical Blockchains https://creativecommons.org/licenses/by-sa/4.0/
  • 13. Clinical Trial eRecruitment Clinical Trial eConsent Clinical Supply Finished Goods Traceability ePI Electronic Product Information Detecting Falsified Medicines Medical Device IoT & Personalized Medicines WHAT Anonymized matching of patients to clinical trial inclusion and exclusion criteria Auditable, version-controlle d, real-time and immutable Informed Consent Form Trusted Tracking of investigational medicine distribution to the patient Visibility of commercial product inventory for replenishment and recall notifications Latest approved product information for all manufacturers in one app Multi-factor Packaging Authentication and data analytics Dynamic acquisition & real-time data processing for patients CTR Webinar CTR explainer video eConsent Webinar eConsent explainer video Clinical Supply Webinar Finished Goods Traceability ePI explainer video ePI Webinar #1 ePI Webinar #2 ePI Demo Detecting Falsified Medicines Webinar Detecting Falsified Medicines Explainer Video IoT Medical Device Webinar Personalized Medicine Webinar PHARMALEDGER PROJECTS TRANSFERRED TO PLA https://creativecommons.org/licenses/by-sa/4.0/
  • 14. Enable the Digital Trust Ecosystem in Healthcare 4.0 (DTE-H) to solve problems that can’t be solved by silos or single organizations. PATIENTS & USERS AWARENESS& EDUCATION MEMBERS & SPONSORS TECHNOLOGY OVERSIGHT PRODUCT PORTFOLIO GOVERNANCE & COMPLIANCE INNOVATION LAB R&D To provide a global governance, compliance and operating model that enables innovation and inspires collaboration among healthcare stakeholders. KEY FACTS • Result of a 3-year, 30-member project completed in 2022 • Not-for-profit Swiss Association • Pre-competition umbrella organization • Patient focused, ecosystem-led, inclusive • Technology agnostic, open-source solutions • Innovation lab for new use cases • Funded through membership fees and grants • More at https://pharmaledger.org/ MISSION VISION https://creativecommons.org/licenses/by-sa/4.0/
  • 15. ePI & DETECTING FALSIFIED MEDICINES 1. Scan QR Code 2. Visual Instruction to scan the 2D code 3. Scan 2D Code 4. Get eleaflets. secure, latest and direct 5. Pop-up, optional download of App APP https://creativecommons.org/licenses/by-sa/4.0/
  • 16. ✔ Global lookup Resolver for ePI ✔ No central server, enhanced security ✔ No single point of failure (high availability) ✔ Ensures patient data privacy BLOCKCHAIN? FOR ePI! e-leaflet versions HEALTH AUTHORITIES 20+ MANUFACTURER 100+ HCP & PATIENTS MILLIONS Review and Approval Dissemination Resolver (Blockchain) PC 9938251672557 SN 753328375613 Exp 07-2024 Lot AF4368 • GTIN • Serial Number • Batch Number • Expiry Date https://creativecommons.org/licenses/by-sa/4.0/
  • 17. ePI chain of trust (Example) MAH Wallet (Governance) GS1 MO Or GLEIF Partners (LEI Issuers) VC for MAH MAH DSU-Fabric (Factory Wallet) VC for Fabric Product DSU eLeaflet content (XML, Images, video) MAH-Signed eLeaflet VC HA-Signed eLeaflet VC Product attributes: ● GTIN ● Product Name https://creativecommons.org/licenses/by-sa/4.0/
  • 18. Copyrigh t © 2020-20 22, Pharma Ledger ePI CREDENTIALS CHAIN (GS1 Example) Issuer Subject Assertion MO VC GS1 License Credential for MO GS1 GO DID GS1 MO DID GS1 Prefix MAH VC GS1 MO Credential for MAH GS1 MO DID MAH DID GS1 Company Prefix Factory VC Factory Credential MAH DID Factory DID Is MAH factory Product VC Product Credential Factory DID KeySSI Product Is valid Product Holder MO MAH HQ DSU-Factory Product DSU GS1 GO DID GS1 HQ Private Key GS1 GO GS1 MO MAH Factory https://creativecommons.org/licenses/by-sa/4.0/
  • 19. End-to-end Supply Chain Traceability Vision N-tier Upstream Returns and Downstream Clinical Trials API Production Packaging Primary Distribution Distribution Centers Local Distribution Pharmacy Hospital Patient Blockchain Trust Fabric | PharmaLedger Decentralized Identifiers (DIDs) Risk & Compliance Digital Certifications Electronic Product Info Material Traceability Personal Medicine T&T Object and Event Cold Chain & Location Order-to-Cas h Security features https://creativecommons.org/licenses/by-sa/4.0/
  • 21. : : : : : : “type” “Ledger.Domain” “Type Specific Substring” “Control Substring” ssi Hint Or Tag “vn” Diagram: Syntax of KeySSI Identifier Examples: ssi:seed:default:7PxHBdtYBVxzAQBsDAt9LneGQu5UKSndkg9ngf5d113E::v0 ssi:sza:default:e064764d4701ff563aa9be06c3b301ebdaa262a40c6ecc592254df75dbf097f6::v0 1. “ssi” just tells us it’s a SSI key 2. “type” defines complementary types of KeySSI 3. “Ledger.Domain” represent an ledger/blockchain domain 4. The “Type Specific Substrings” should contain enough random bits for good security. 5. The “Control Substring” used by the anchoring services to validate the requests for a new version of the anchored DSU. The algorithm used for verification is type-specific. 6. The “vn” is a string reflecting the version number of the type. Not be confused with DSU versions. 7. The “hint” part is optional and subtype-specific. 21 KeySSI - Syntax https://creativecommons.org/licenses/by-sa/4.0/
  • 22. Product DSU Product VC Factory VC KeySSI Product MAH DID Factory owned by MAH Factory DID eLeaflet Validations 1. Product VC belongs to the current DSU 2. The current eLeaflet (hashLink) is valid 3. Proof that MAH signed the DSU 4. Proof that MAH is valid pharma company 5. Check that MAH has authority on the GTIN GTIN Issuer Subject Claim MAH VC GS1 MO Credential for MAH GS1 MO DID MAH DID GS1 Company Prefix MO VC GS1 License Credential for MO GS1 GO DID GS1 MO DID GS1 Prefix Credential Factory DID HashLink of the eLeaflet Factory Wallet Factory Private Key Product SeedSSI Creates DSU Creates Product VC Factory VC https://creativecommons.org/licenses/by-sa/4.0/
  • 23. KeySSI - Why? A KeySSI is both an access token (a key) and an identifier. KeySSI is the acronym of “Key Self-Sovereign Identifiers” ● Resolved to DSUs: Identify and locate DSUs (URI) ● Used also for DSU Encryption (decentralised access control) ● DSU Validation and ownership proofs ● Identity and control of the DSU’s anchors ( zero access blockchain anchors) ● could be used to implement DID methods (DID documents obeying the OpenDSU specific decentralised access control rules) 23 https://creativecommons.org/licenses/by-sa/4.0/