Enterprise Security Company
Biometric Security Platform
Pre-sale prototype convinced the client; the contracted SDLC build shipped a $110k biometric platform in 4 weeks with zero rejected pull requests.
$110k
Contract Value
4 weeks
Delivery Time
0
Rejected PRs
Challenge
The client needed a novel lattice-based biometric cognition engine — not traditional facial recognition. On-prem only, no cloud. Technically complex with custom ONNX models and real-time inference.
What We Did
Pre-sale: a hosted prototype demonstrating the core inference pipeline against client-provided sample data. After signing: the SDLC loop ran feedback to plan to locked build to release across four weekly cycles. The client saw a working build at the end of every cycle.
- 272ms inference time on CPU-only hardware (no GPU required)
- Complete deliverable: enrollment API, verification API, admin UI, audit logging
- Algorithmic documentation sufficient for patent filing
- Red-team validation ready