Statisfy Case Study
AI Powered | Human Perfected™. AI handles the insights and automation; CSMs stay focused on relationships and outcomes.
Statisfy unifies customer data across Product, Revenue, and Marketing — turning the full Voice of the Customer into one clear, actionable view.
Project Goal
Give Customer Success Managers a single, intelligent workspace that removes manual busywork — shifting their time away from data entry and toward building relationships and driving measurable customer outcomes. AI handles the insights and automation; the CSM stays focused on the human side of success.
Automate the admin
Make customer health explainable
Unify every signal
Turn insight into action
Interesting User Interview Findings
Interacted with 100s of Customer Success Managers (CSM) and interviewed them regarding what problems they face in their day-to-day professional life.
Project management skills are not enough to be a Great CSM
Customer success is more than customer satisfaction
CSMs are not superheroes who swoop in during renewal
All CS teams are different in different organizations
CSMs have a lot more to do than just relationship building
Product Vision: 3 Pillars
Three agents work together so Customer Success teams spend less time on admin and more time acting on what matters.
Capture everything on every meeting
Truly explainable customer health
Customer insights, put into action
Product Architecture & Data Flow
Statisfy's AI Agents sit at the center of a unified knowledge graph, bringing together communication apps, product data, sales & support tools, and external data sources. Insights flow out to the Statisfy customer, their customers, and end users through tailored recommendations, prompts, and a self-serve portal.
- →Develop tailored solutions that meet the specific needs of each customer.
- →Identify the next steps for each customer with precision.
- →Seamlessly integrate diverse customer data for a comprehensive view.
- →Extract meaningful and practical insights from customer data.
Interesting & Unique Features
Three recurring pain points shaped the core UX decisions behind Statisfy.
Time-consuming onboarding
Onboarding typically takes 1–2 months to complete. Often, the Customer Success Manager (CSM) lacks technical expertise, which can discourage product use.
Get up and running in 1–2 weeks. Not months.
Automated Data Capture
CSM does manual data entry post meeting — MOM, sentiment, tasks generated during meetings.
- Say goodbye to time-consuming and error-prone manual data entry.
- Note taker joins each meeting and predicts task, sentiment, summary, follow-up email, video recording, etc.
- Statisfy provides tailored recommendations for the optimal next steps for each account.
Dynamic Health Capture
Predicting customer health is challenging for CSMs and often prone to errors.
Statisfy's ML-based Health Scores are dynamic, adaptive, and fully explainable.
Product Features
A closer look at the surfaces CSMs use every day — meetings, communications, and account health.
Upcoming meetings, all in one place
- •Upcoming meetings at one place.
- •Segregation of meetings (Internal, External, My book).
Every past meeting, summarized
- •Record of all last 120 days of meetings.
- •AI Summary and overall sentiment (Positive, Neutral, Negative) can be accessed for all previous meetings from here.
Sentiment, summary, and recap in one view
- •Overall sentiment of meeting (Positive, Nwgative, Neutral) is the main outcome of meeting based on interaction in meeting.
- •All meeting details like Summary, Follow up email to client, Recap of meeting and video recording is shown.
Every conversation, unified
- •All communication with CSMs is listed (Email, Slack, Feature Request, Issues etc).
Account Details handled by CSM
- •All accounts handled by CSM is listed with several details like (ARR, Renewal Date, Overall health of account etc).
- •Each Account is clickable with further enquiry regarding that account like next key action steps, risk and mitigation steps needs to be taken, health comparison in last 90 days etc.
- •Overall health transition of an account over previous months and CSM can further investigate by clicking on each ring here.
Stakeholders, sentiment, and strategy in one place
- •Main stakeholder of different account is listed with their overall sentiment based on previous engagement via email, Slack and meetings.
- •For each individual, Sentiment summary and Strategic objective is summarised by AI LLM models for better understanding of CSMs of particular accounts.
Every renewal, tracked to the finish line
- •All renewals coming in upcoming 6 months (Time range can be changed) are listed.
- •Aggregate overdue and closed cards upfront.
Automate queries into reports, on schedule
- •Workflow can be created based on any query on AI Chatbot and reports can be generated based on that which can be displayed to dashboard.
- •Workflow type is categorized under account specific, Notify me (email notification will be sent).
- •In query output, more investigation can be done i.e from where this data is coming up and by clicking on link icon > activity details modal to provide more clarity on output.
Ask Stella, get answers grounded in your accounts
- •AI chat is designed to search any query related to any account i.e most negative sentiment account list etc.
- •Any query can be converted into workflow from here as well i.e most unsatisfied customers in last 30 days and what steps should be taken.
- •Based on most searchable queries, prompt library is created.
Success Metrics
Results from the first year of taking Statisfy from an idea to a revenue-generating product.
generated in the first year
Grew from zero to a revenue-generating product within the first 12 months.
acquired within the first year
Landed the first paying customers while building the product from scratch.
design hire, product shipped
Took Statisfy from a blank canvas to a shipped product, owning design end-to-end.
