Enterprise AI Development

Build intelligent products with specification-driven discipline

We partner with product and engineering teams to deliver AI-enabled platforms, from discovery and PRD alignment through production-grade implementation and observability.

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AI Development

LLM integration, retrieval pipelines, evaluation harnesses, and guardrails designed for regulated and high-trust environments.

Specification-Driven Development

SDD workflows tie intent, acceptance criteria, and architecture decisions to measurable delivery milestones.

PRD & Discovery

Structured PRD workshops, stakeholder alignment, and traceability from business outcomes to technical backlog.

Specification-Driven Delivery (SDD)

Our SDD practice reduces rework by anchoring every sprint to versioned specifications, interface contracts, and explicit non-goals.

Living architecture decision records
Testable acceptance criteria per capability
Continuous alignment between product and platform teams

98.2%

on-time milestone delivery (rolling 12 months)

40+

enterprise PRD engagements completed

Product Requirements Engineering

We translate ambiguous goals into PRDs that engineering teams can execute — with risk registers, dependency maps, and success metrics.