The whole lifecycle, in order. Every agent a platform builds moves through these stages — from knowing how the organization works to keeping the shipped agent honest.
The organizational layer every agent is built against. Three lenses together: the context you operate in, the research that informs decisions, and the discovery of what’s actually needed.
A structured interview captures the problem, the stakeholders, and the constraints. It scores whether the organization is ready — does the team have capacity, will they respond quickly enough, can they absorb the change — and checks alignment with the north star before proceeding.
Generates a full product requirements document from the discovery work. Scores each platform option across feasibility, capability, and fit — a recommendation from evidence, not a default to whatever you already pay for. Flags anything that can’t be built as specified before work begins.
A structured build process with a required human approval checkpoint, starting from proven patterns instead of a blank page.
Deploy with a single action. Preview before you ship, and always know what’s running and where.
Connects to the platforms your organization already uses — not locked into a single vendor.
One click generates everything the organization needs to adopt and maintain the agent — no new data collection, using what the platform already knows about the organization and the project.
Seven independent evaluation methods test every agent before it goes live. Safety and bias are enforced by the platform — if an agent fails either, it cannot ship. No exceptions.
Custom rubrics, bias probes, knowledge base audits, and failure analysis add layered coverage. Every finding links back to source evidence — audit-ready.
When an agent’s scores drop or drift is detected, Repair analyzes what went wrong and proposes rewritten instructions. The owner is notified with a repair brief, reviews, and approves before changes take effect. Every change ships with a changelog and rationale.
Every agent’s health, cost, and performance visible in one dashboard. Drift triggers an alert to investigate, triage, and iterate. Every agent keeps the named sponsor and product owner from its Working Agreement.
Meeting transcripts are ingested and analyzed by an extraction pipeline that identifies proposed portfolio changes — status updates, milestone shifts, new risks, budget changes, timeline adjustments, scope changes, decisions, and action items. Every extracted change routes through a human reviewer before anything is applied to the portfolio.