Nirman challenges your assumptions, validates them with field evidence, and routes your team toward the smallest real version worth shipping.
THE WORKFLOW LOOP
State your problem & proposed solution.
AI isolates what you are taking for granted.
Generate laser-focused interviews & tests.
Ingest raw quotes, CSVs, and feedback.
Data updates confidence and next action.
DECISION WORKSPACE
Don't build a marketplace job board yet. Pivot to a proof-of-skill profile and micro-escrow concept.
View Decision #01 →Create your project in 30 seconds. Get an immediate assumption breakdown, uncertainty risk scoring, and a concrete experiment to validate.