What I Would Include in a Verifiable Founder Case Study
Shashank Agarwal
A founder case study should explain a real decision and the evidence behind its outcome. It should not turn every past role or product counter into a dramatic revenue story.
Quick answer: Identify the entity, period, starting problem, decision, implementation and observed result. Link the supporting artifacts and preserve material limitations. Distinguish the founder's role from team contributions and keep company revenue separate from transaction volume, traffic or employer impact.
Choose a bounded story
The published PipFeed account describes a historical move from a reading app to a parsing API and metering work. That sequence can support a product-building story.
Its undated earnings and projections should not become current Noveum or API.market revenue.
Build the evidence packet
| Part | Evidence to preserve |
|---|---|
| Starting problem | Dated context and supported constraints |
| Decision | Alternatives and reason for the chosen direction |
| Founder contribution | Actual role without erasing team work |
| Implementation | Product or technical artifact |
| Outcome | Defined metric or observable result |
| Limit | Missing evidence and counterexamples |
| Follow-up | What changed after the initial observation |
This is a proposed case-study template, not a new measured business result.
Keep the biography proportionate
My current roles are founder and CEO of Noveum AI and creator of API.market. My maintained founder profile provides the relevant chronology.
Earlier engineering work can explain perspective. It should not imply endorsement by a former employer.
Tell the useful outcome
A case study can establish that a component became a separate offering, that a bounded integration worked or that a documented metric changed. Each conclusion needs its own evidence.
If a revenue or geographic claim remains unverified, omit it or state the actual unresolved question. The story should remain valuable without that number.
The source-note guide provides a practical record for those claims.
I'm Shashank Agarwal, founder and CEO of Noveum AI and creator of API.market. Follow my work on LinkedIn. Drafted with AI assistance.
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