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kaavio
it’s time to really get to know your data…

team
ivo parashkevov
                                             102
mike shore                                   33
lukasz strozek
peter brandt                                 21
mentors                                      24
jeff epstein
carlin wiegner
                                             9

march 12, 2013
team
ivo             lukasz          mike              peter




ba harvard cs   ms harvard cs   ba harvard econ   bs northwestern cs
mba1            mba1            mba1              mba1
kkr             bridgewater     morgan stanley    jump trading
bcg                             google
original elevator pitch
an online data visualization platform
that allows business analysts to easily
visualize their data, share it with
clients/coworkers, and make it tell a
compelling story while maintaining a
live link with the data source
original canvas
act I: enterprise analyst
what we thought
- people in financial services and other industries
  have significant pains with visualizing and
  communicating about data
- people want to collaborate when creating and
  consuming charts
- people want to empower their audiences to
  interact with data themselves

what we did
- got out of the building for the first time
- interviewed customers we thought had pain
problem:

lack of focus
where is our niche?
act II: MS office power user
what we thought
- the problem is not a lack of market
- the space is crowded, but we believe that a key
  segment is underserved
- there is a huge market: existing tools cost a ton,
  and are far from simple


what we did
- built a demo and got reactions from customers
- focused on consultants as a user base
we built a product demo
more crowded than we thought
act III: trough of despair
what we realized
- nothing is resonating
- our potential niche seems way too small
- at the low end of the market, it’s hard to make
  data viz work as a product unto itself



what we did
- went over all of our interviews
- engaged with mentors, Jeff and Carlin
- explored new ideas e.g. fantasy football,
  quantified self
a major pivot
act IV: online late jar
what we thought
- one of the customers was focused on holding
  people accountable and real-time tracking
- a concept like an online late jar could be used to
  get our foot in the door for enterprise
  performance evaluation



what we did
- talked to customers about the online late jar
- built wireframes
we built mock-ups for the
online late jar mobile app
act V: (minor) enlightenment
what we now think
- real-time peer feedback can correct for biases in
  performance evaluation and reduce pain of
  annual reviews
- customers are C*O/HR managers and distinct
  from the users
- kaavio won’t sell itself, high-touch sales needed


what we did
- high-quality interviews with HR professionals
- researched how to sell into the enterprise
- built MVP
our customers

katie – human resources director at Jump Trading
frustrated with current solutions, would buy a product that captures what
“goes unnoticed”

thomas – head of support at Bridgewater Associates
wants real-time feedback tool as a way to get more metrics about health
of his team, loves the transparency, wants to include as part of 360
process

alissa – head of talent at Bloomreach
needs a lightweight (easy to learn) tool that would include 360 reviews


“a lot goes unmentioned and unnoticed”
“the employees are complaining that reviews take forever”
after this journey, our canvas
       VALUE PROPOSITIONS                CUSTOMER RELATIONSHIPS               CUSTOMER SEGMENTS

       More accurate view of             GET: POC with customers' user        Head of HR in a medium / large
       performance (true 360 view,       information                          enterprise
       reduced cognitive biases)
                                         KEEP: Great customer service and     CxO in a small / growing company
       Reduced burden on employees       support
       and management come annual
       review time (intuitive workflow   KEEP: Proactive training including
       and aggregation of feedback)      intro to new features

       Timely and actionable feedback    GROW: By reference

       Transparent bonus /               GET: Self-serve free online
                                                                              REVENUE STREAMS
       compensation criteria
                                         GROW: Free version of product
                                                                              Freemium model + low monthly
       Foster a culture of continuous    markets itself
                                                                              premium subscription
       self-improvement
                                         CHANNELS                             Enterprise licenses

                                         Direct sales                         License per seat
 n Costs (Account
                                         Self-serve online portal
tomer Support)
keeping an eye on the big prize…

get the foot in the door in the enterprise, collecting accurate, real time
peer evaluation information

expand to become the employee evaluation platform
of choice for these customers
                                                      total available market
disrupt HR/evaluations space                          $2B

data
-gartner EPM 2009 market $970M                            served available market
-successfactors 2013 revenue $502M                        $1B
-workday 2013 revenue $119.5M
                                                                    target market
                                                                    $100M
metrics that matter

    user acquisition cost$14
    customer lifetime value $120
    price point $5 / user / month
    user attrition 20% / year
    margin 35% at scale of 300K users

    competitive price point:
    Successfactors $6 / user / month
    work.com $10–$20 / user / month
mvp   allen falcon
      ceo cumulus global
      var for end-to-end cloud computing
      solutions

      crisantos hajibrahim
      ceo viwo, inc.
      var for end-to-end cloud computing
      solutions

      anthony krumeich
      cofounder/ceo bloodhound
      mobile events solutions

      james elkins
      cofounder/ceo ribbon
      web-based sales solutions
going forward
what we learned
we think we have a product market fit

is this a viable business
pending feedback from actual teams

pursuing after class
possibly!
week 1
week 2
week 3
week 4
week 5
week 6
week 7
        VALUE PROPOSITIONS                 CUSTOMER RELATIONSHIPS               CUSTOMER SEGMENTS

        More accurate view of              GET: POC with customers' user        Head of HR in a medium / large
        performance (true 360 view,        information                          enterprise
        reduced cognitive biases)
                                           KEEP: Great customer service and     CxO in a small / growing company
        Reduced burden on employees
        and management come annual         support
        review time (intuitive workflow                                         Students / Professors
        and aggregation of feedback)       KEEP: Proactive training including
                                           intro to new features
        Timely and actionable feedback
                                           GROW: By reference
        Transparent bonus /
        compensation criteria              GET: Self-serve free online
        Foster a culture of continuous
        self-improvement                   GET: Online ads

        "karma" score, across the board,   GROW: Free version of product        REVENUE STREAMS
        and score-keeping                  markets itself
                                                                                Freemium model + low monthly
                                           CHANNELS                             premium subscription
torage (cloud)                                                                  Enterprise licenses
                                           Direct sales
ustomer acquisition costs (high touch)
dvertising costs                                                                License per seat
                                           Self-serve online portal
week 8
        VALUE PROPOSITIONS                CUSTOMER RELATIONSHIPS               CUSTOMER SEGMENTS

        More accurate view of             GET: POC with customers' user        Head of HR in a medium / large
        performance (true 360 view,       information                          enterprise
        reduced cognitive biases)
                                          KEEP: Great customer service and     CxO in a small / growing company
        Reduced burden on employees       support
        and management come annual
        review time (intuitive workflow   KEEP: Proactive training including
        and aggregation of feedback)      intro to new features

        Timely and actionable feedback    GROW: By reference

        Transparent bonus /               GET: Self-serve free online
        compensation criteria
                                          GROW: Free version of product
        Foster a culture of continuous    markets itself                       REVENUE STREAMS
        self-improvement
                                                                               Freemium model + low monthly
                                          x GET: Online ads                    premium subscription
 )                                        CHANNELS
                                                                               Enterprise licenses
sts
ention Costs (Account                     Direct sales
                                                                               License per seat
 Customer Support)
                                          Self-serve online portal
competitive landscape highlights

                  - Rypple – our most direct competitor – integrated into
                    work.com
                  - integration with SalesForce
                  - request specific feedback from peers or customers
                  - track progress towards goals
                  - custom-designed badges visible to all employees

                  -   “push” process heavily optimized for review workflow
                  -   offer ongoing reviews, but not real-time
                  -   can solicit feedback, but it's only qualitative
                  -   good analytics and forced ranks


                  - more limited than SuccessFactors
                  - integrates well with payroll, benefits administration,
                    employee records, employee on-boarding, etc.
                  - goals tracking and pay-per-performance features
                  - solicit or give feedback at any time
competitive landscape highlights

                Realtime?   Lightweight?   Peer Review Points?   Transparent?



                 yes.         no.              -ish.               no.
                                                (badges)




                 no.          no.               no.                no.

                 no.          no.               no.               -ish.
frequently asked questions

what other solutions are available?
work.com, successfactors, workday

why are customers unhappy with these solutions?
don’t solve the pain of accurate feedback / time burden, don’t foster a culture of self-
improvement

what are the segments?
small businesses where reviews are ad-hoc, medium businesses with a strong cultural
identity who need a lightweight solution

will businesses pay for this / is it a must-have?
yes, at a low price point, yes, for some.

why real time?
increase accuracy (“stuff goes unnoticed”), decrease time burden (“reviews take
forever”)

what other benefits did they see?
self-improvement, strengthening of culture of meritocracy
economic projections

thousands of USD        year 0   year 1   year 2      year 3     year 4    year 5

revenue                     $0   $2,160   $6,768    $12,614     $17,292   $21,033
total cost              $1,353   $2,852   $4,662     $5,792      $6,165    $6,538
profit                ($1,353)   ($692)   $2,107     $6,822     $11,127   $14,495

# users (thousands)         0       36      113           210      288       351
# employees                10       22       37           48        52        56




 key assumptions:
 • price is $5 / user / month
 • sales rep quota: 1000 new users / month;
 • 20% annual attrition rate
 • 1 account manager for every 25,000 users
 • 5-10 engineers, 1-3 PMs, 2-4 testers, 1-2 sys-admins
channel               - direct to businesses
                      - freemium “hook” model (dropbox.com)

competitive pricing   - successfactors: $75 / user / year
                      - work.com: $120 – $240 / user / year

revenue model         - recurring, per user per year
strategy              - low price point to incentivize companies to use
                        alongside large HR solutions, and to cater to small
                        companies

pricing tactics /     - free up to 3 months – to get users “hooked”
suggested price       - beyond that, $15 / user / year for basic version
point                 - $25 / user / year for rich analytics
what is kaavio?

a lightweight real-time, fully transparent peer feedback system,
which lets people reward others in their community for their effort,
and provide rich feedback on how they can improve


who are our customers?

HR manager in a medium company who wants to improve current annual
review system

CxO in small / growing company who wants to deploy a light-weight 360
feedback mechanism when formal HR structures are not in place

they care about a culture of transparency, meritocracy, and self-
improvement
product-market fit canvas:




                      transparent system     establish a culture of
                        leads to a norm of   continuous self
                     ongoing community       improvement
                                 feedback

peer-focused                                                           HR / mgmt
transparent                                                            evaluates
real-time                                                              employee
low barrier                                                            performance
to use
            • real-time feedback                  review process is:
            • feedback easy to summarize          • inaccurate
            • receiver gets feedback              • not timely / actionable
              immediately                         • cumbersome
Kaavio final 2013 stanford e245

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Kaavio final 2013 stanford e245

  • 1. kaavio it’s time to really get to know your data… team ivo parashkevov 102 mike shore 33 lukasz strozek peter brandt 21 mentors 24 jeff epstein carlin wiegner 9 march 12, 2013
  • 2. team ivo lukasz mike peter ba harvard cs ms harvard cs ba harvard econ bs northwestern cs mba1 mba1 mba1 mba1 kkr bridgewater morgan stanley jump trading bcg google
  • 3. original elevator pitch an online data visualization platform that allows business analysts to easily visualize their data, share it with clients/coworkers, and make it tell a compelling story while maintaining a live link with the data source
  • 5. act I: enterprise analyst what we thought - people in financial services and other industries have significant pains with visualizing and communicating about data - people want to collaborate when creating and consuming charts - people want to empower their audiences to interact with data themselves what we did - got out of the building for the first time - interviewed customers we thought had pain
  • 7. where is our niche?
  • 8. act II: MS office power user what we thought - the problem is not a lack of market - the space is crowded, but we believe that a key segment is underserved - there is a huge market: existing tools cost a ton, and are far from simple what we did - built a demo and got reactions from customers - focused on consultants as a user base
  • 9. we built a product demo
  • 10. more crowded than we thought
  • 11. act III: trough of despair what we realized - nothing is resonating - our potential niche seems way too small - at the low end of the market, it’s hard to make data viz work as a product unto itself what we did - went over all of our interviews - engaged with mentors, Jeff and Carlin - explored new ideas e.g. fantasy football, quantified self
  • 13. act IV: online late jar what we thought - one of the customers was focused on holding people accountable and real-time tracking - a concept like an online late jar could be used to get our foot in the door for enterprise performance evaluation what we did - talked to customers about the online late jar - built wireframes
  • 14. we built mock-ups for the online late jar mobile app
  • 15. act V: (minor) enlightenment what we now think - real-time peer feedback can correct for biases in performance evaluation and reduce pain of annual reviews - customers are C*O/HR managers and distinct from the users - kaavio won’t sell itself, high-touch sales needed what we did - high-quality interviews with HR professionals - researched how to sell into the enterprise - built MVP
  • 16. our customers katie – human resources director at Jump Trading frustrated with current solutions, would buy a product that captures what “goes unnoticed” thomas – head of support at Bridgewater Associates wants real-time feedback tool as a way to get more metrics about health of his team, loves the transparency, wants to include as part of 360 process alissa – head of talent at Bloomreach needs a lightweight (easy to learn) tool that would include 360 reviews “a lot goes unmentioned and unnoticed” “the employees are complaining that reviews take forever”
  • 17. after this journey, our canvas VALUE PROPOSITIONS CUSTOMER RELATIONSHIPS CUSTOMER SEGMENTS More accurate view of GET: POC with customers' user Head of HR in a medium / large performance (true 360 view, information enterprise reduced cognitive biases) KEEP: Great customer service and CxO in a small / growing company Reduced burden on employees support and management come annual review time (intuitive workflow KEEP: Proactive training including and aggregation of feedback) intro to new features Timely and actionable feedback GROW: By reference Transparent bonus / GET: Self-serve free online REVENUE STREAMS compensation criteria GROW: Free version of product Freemium model + low monthly Foster a culture of continuous markets itself premium subscription self-improvement CHANNELS Enterprise licenses Direct sales License per seat n Costs (Account Self-serve online portal tomer Support)
  • 18. keeping an eye on the big prize… get the foot in the door in the enterprise, collecting accurate, real time peer evaluation information expand to become the employee evaluation platform of choice for these customers total available market disrupt HR/evaluations space $2B data -gartner EPM 2009 market $970M served available market -successfactors 2013 revenue $502M $1B -workday 2013 revenue $119.5M target market $100M
  • 19. metrics that matter user acquisition cost$14 customer lifetime value $120 price point $5 / user / month user attrition 20% / year margin 35% at scale of 300K users competitive price point: Successfactors $6 / user / month work.com $10–$20 / user / month
  • 20. mvp allen falcon ceo cumulus global var for end-to-end cloud computing solutions crisantos hajibrahim ceo viwo, inc. var for end-to-end cloud computing solutions anthony krumeich cofounder/ceo bloodhound mobile events solutions james elkins cofounder/ceo ribbon web-based sales solutions
  • 21. going forward what we learned we think we have a product market fit is this a viable business pending feedback from actual teams pursuing after class possibly!
  • 28. week 7 VALUE PROPOSITIONS CUSTOMER RELATIONSHIPS CUSTOMER SEGMENTS More accurate view of GET: POC with customers' user Head of HR in a medium / large performance (true 360 view, information enterprise reduced cognitive biases) KEEP: Great customer service and CxO in a small / growing company Reduced burden on employees and management come annual support review time (intuitive workflow Students / Professors and aggregation of feedback) KEEP: Proactive training including intro to new features Timely and actionable feedback GROW: By reference Transparent bonus / compensation criteria GET: Self-serve free online Foster a culture of continuous self-improvement GET: Online ads "karma" score, across the board, GROW: Free version of product REVENUE STREAMS and score-keeping markets itself Freemium model + low monthly CHANNELS premium subscription torage (cloud) Enterprise licenses Direct sales ustomer acquisition costs (high touch) dvertising costs License per seat Self-serve online portal
  • 29. week 8 VALUE PROPOSITIONS CUSTOMER RELATIONSHIPS CUSTOMER SEGMENTS More accurate view of GET: POC with customers' user Head of HR in a medium / large performance (true 360 view, information enterprise reduced cognitive biases) KEEP: Great customer service and CxO in a small / growing company Reduced burden on employees support and management come annual review time (intuitive workflow KEEP: Proactive training including and aggregation of feedback) intro to new features Timely and actionable feedback GROW: By reference Transparent bonus / GET: Self-serve free online compensation criteria GROW: Free version of product Foster a culture of continuous markets itself REVENUE STREAMS self-improvement Freemium model + low monthly x GET: Online ads premium subscription ) CHANNELS Enterprise licenses sts ention Costs (Account Direct sales License per seat Customer Support) Self-serve online portal
  • 30. competitive landscape highlights - Rypple – our most direct competitor – integrated into work.com - integration with SalesForce - request specific feedback from peers or customers - track progress towards goals - custom-designed badges visible to all employees - “push” process heavily optimized for review workflow - offer ongoing reviews, but not real-time - can solicit feedback, but it's only qualitative - good analytics and forced ranks - more limited than SuccessFactors - integrates well with payroll, benefits administration, employee records, employee on-boarding, etc. - goals tracking and pay-per-performance features - solicit or give feedback at any time
  • 31. competitive landscape highlights Realtime? Lightweight? Peer Review Points? Transparent? yes. no. -ish. no. (badges) no. no. no. no. no. no. no. -ish.
  • 32. frequently asked questions what other solutions are available? work.com, successfactors, workday why are customers unhappy with these solutions? don’t solve the pain of accurate feedback / time burden, don’t foster a culture of self- improvement what are the segments? small businesses where reviews are ad-hoc, medium businesses with a strong cultural identity who need a lightweight solution will businesses pay for this / is it a must-have? yes, at a low price point, yes, for some. why real time? increase accuracy (“stuff goes unnoticed”), decrease time burden (“reviews take forever”) what other benefits did they see? self-improvement, strengthening of culture of meritocracy
  • 33. economic projections thousands of USD year 0 year 1 year 2 year 3 year 4 year 5 revenue $0 $2,160 $6,768 $12,614 $17,292 $21,033 total cost $1,353 $2,852 $4,662 $5,792 $6,165 $6,538 profit ($1,353) ($692) $2,107 $6,822 $11,127 $14,495 # users (thousands) 0 36 113 210 288 351 # employees 10 22 37 48 52 56 key assumptions: • price is $5 / user / month • sales rep quota: 1000 new users / month; • 20% annual attrition rate • 1 account manager for every 25,000 users • 5-10 engineers, 1-3 PMs, 2-4 testers, 1-2 sys-admins
  • 34. channel - direct to businesses - freemium “hook” model (dropbox.com) competitive pricing - successfactors: $75 / user / year - work.com: $120 – $240 / user / year revenue model - recurring, per user per year strategy - low price point to incentivize companies to use alongside large HR solutions, and to cater to small companies pricing tactics / - free up to 3 months – to get users “hooked” suggested price - beyond that, $15 / user / year for basic version point - $25 / user / year for rich analytics
  • 35. what is kaavio? a lightweight real-time, fully transparent peer feedback system, which lets people reward others in their community for their effort, and provide rich feedback on how they can improve who are our customers? HR manager in a medium company who wants to improve current annual review system CxO in small / growing company who wants to deploy a light-weight 360 feedback mechanism when formal HR structures are not in place they care about a culture of transparency, meritocracy, and self- improvement
  • 36. product-market fit canvas: transparent system establish a culture of leads to a norm of continuous self ongoing community improvement feedback peer-focused HR / mgmt transparent evaluates real-time employee low barrier performance to use • real-time feedback review process is: • feedback easy to summarize • inaccurate • receiver gets feedback • not timely / actionable immediately • cumbersome