Engage
Ways to work together.
Engagements shaped to the actual decision in front of you, not a fixed product. Most start with a scoped conversation.
Advisory
Embedded architecture & decision support
Sit alongside your team during the decisions that matter — architecture reviews, build-vs-buy, vendor evaluation, rollout sequencing.
Evals & alignment
Eval design and quality bars
Custom eval suites, context strategy, prompt iteration loops, and the release criteria that go with them.
Build
Custom tooling and internal workflows
MCP-enabled tools, CLI workflows, internal copilots, and ambient-agent patterns prototyped against your real use cases.
Workshops
Briefings for executives and technical teams
Working sessions for boards, leadership, and cross-functional teams making AI calls under uncertainty.
Start here
Share the real problem.
The current goal, constraint, or decision that needs structure. First step is a scoped conversation, not a pitch.