In production

Two of the eight, live. The same capability runs across the rest.

Every Govcraft build follows one loop: perceive, reason, act, at a scale and consistency no team can match, with a human approving every output.

Monitor · party variant

Signal Room monitors the public debate and drafts the response for approval.

Continuous monitoring of media, institutions and political actors. Each story is scored for the need to react, then drafted in the principal's own documented voice. Nothing is published without a human decision, and every decision is logged.

PerceiveReads everything relevant, continuously.
ReasonJudges what matters and what follows from it.
ActProduces drafts, ready for approval.
ScaleRuns without fatigue, across as much ground as the mission needs.
Signal Room: a monitored story with its reaction score, political risk, opportunity and a draft response awaiting approval
Build · government variant

The Request Assistant answers from published sources only, with every figure cited.

Built for an institution that answers hundreds of requests against its own published record. Every number in an answer is traceable to a source, superseded documents stay labelled, and anything the record cannot support is flagged for an analyst rather than guessed.

PerceiveRetrieves from the institution's published documents.
ReasonDistinguishes current from superseded.
ActDrafts a cited answer; never calculates or invents.
ScaleRuns locally on the institution's own corpus.
Request Assistant: a cited answer with current and superseded sources side by side

Built by the people on the next page.

Two founders, and a senior team assembled per engagement.

Meet the team