From contract signed to first delivery in 2 days with AI
Anurag Mahanto·Engineering Manager··1 min read
Sprint-0 is where IT services companies bleed money. The period between signing a contract and delivering the first working code is typically 2-4 weeks of scaffolding, setup, and boilerplate.
The old way
- Contract signed (day 0)
- Kickoff meeting (day 1-2)
- Set up monorepo, CI/CD, Docker (day 3-5)
- Database schema + migrations (day 5-7)
- Auth system (day 7-10)
- Basic CRUD endpoints (day 10-14)
- Frontend scaffold (day 14-21)
- First demo to client (day 21-28)
Result: 3-4 weeks before any billable feature work starts.
The probatum way
- Contract signed (day 0)
- probatum generates: monorepo, CI/CD, Docker, schema, auth, API, frontend (day 0-1)
- Quality Engine scores everything (day 1)
- Team reviews, customizes, deploys (day 1-2)
- First demo to client (day 2)
Result: 2 days. Quality-scored. PR-ready.
The ROI
On a fixed-bid contract worth $50,000:
- Old way: 3 weeks of non-billable Sprint-0 = ~$15,000 burn
- probatum way: 2 days = ~$2,000 burn
- Savings: $13,000 per project
At 4 projects/quarter, that's $52,000/year saved — from a $129/month tool.