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Use cases

One mechanism, in every team's flow

Every department and every industry loses context in its own way, but the mechanism that gives it back is one: capture during the work, deliver at question time, with version, source and permission. Start from your team; the industry adjusts the vocabulary.

Four problems show up in every vertical

The names change per team; the shape of the waste is the same.

Context in islands

The decision lives in one agent's chat, the why in a PR, the rest in the heads of who took part. Every new session starts from zero, human or agent.

Endless re-explaining

The same briefing is given again to every new person, every supplier and every AI tool. It is work already done, paid for again at every handoff.

Decisions without a trail

The question “why is it like this?” has no answer with a source: the decision exists, but the record carries no date, author or what superseded it.

Drift between docs and reality

The documentation says one thing, the system does another. The divergence gets discovered in the incident, not in review.

By department

8

By industry

11

Each vertical page brings step-by-step scenarios, the domain's schema pack, the typical agents and the KPIs the team can measure before and after.

Next step

Less starting over. More continuity

Bring a real project. In one conversation we map where context gets lost between the people and agents on your team, and where to start.