From Zero to $5M Seed Round in 88 Days

We were tasked with engineering a full production MVP for a FinTech startup building decentralized ledger reconciliation software. The target was a $5M seed round, and the investors had given the founders a hard deadline: a live, demonstrable platform within 90 days or the term sheet would be pulled.

The internal engineering team was two junior developers. They had the theory right but lacked the capacity to build the infrastructure required to support a financial product with real compliance obligations. We had 88 working days to change that.

We assembled a dedicated squad of architects, AI engineers, and security specialists and immediately moved away from any monolithic design. The stack was modular from day one, with every service independently deployable and independently scalable.

To hit the timeline, we built an internal agent pipeline that handled code scaffolding, database schema generation, and boilerplate API routing automatically. This freed our senior engineers to focus entirely on the reconciliation logic, the predictive models, and the compliance layer. The hybrid approach gave us roughly three times the output of a traditional sprint cycle.

Security was non-negotiable. Every component was built with AES-256 encryption at rest, TLS 1.3 in transit, and Zero-Retention guardrails on all AI reasoning loops. The agents we deployed to detect ledger anomalies were architecturally prevented from storing sensitive transaction data after each reasoning cycle completed.

The platform was live in a staging environment on day 88. It passed load testing, cleared the initial compliance review, and performed without issues during the live investor demonstration.

The term sheet was signed three weeks later. The startup closed their $5M seed round at a valuation above their initial target. The Zero-Retention AI architecture was cited directly by lead investors as a key differentiator in their diligence process.

We continue to operate as their primary engineering partner today, maintaining the agentic infrastructure and scaling the platform as their user base grows.