Product
From raw requests to briefed decisions.
Every request that passes through Ceggesta becomes attributed, business-readable data. These are the surfaces that turn it into decisions — each one live in the demo, on a rich synthetic organization.
Findings
A written briefing over your organization’s AI usage — findings scoped to the reader, every number traceable to the query that produced it.
Explore Findings →Velocity
How work moves through AI, by team, project, and topic — first-shot rate, time-to-resolution, and where work is stuck.
Explore Velocity →Overlap
Who works on what, mapped — repeat queries, duplicated effort, and the reuse candidates hiding across teams.
Explore Overlap →Guidance
Point the analysis at the sources your leadership trusts. Evidence steers which questions get asked — never the numbers.
Explore Guidance →The foundation
Everything above sits on attribution.
Five-layer attribution
Account defaults, key-owner identity, per-request headers, your own tagging rules, and source attribution — merged on every event, so usage and cost always have names on them.
Automatic signals
Purpose, intent, topic cluster, template fingerprint, tool and agent activity, retries and session depth — stamped by the pipeline, off the hot path, no setup.
Handled with care
Redaction before storage, a 30-day content clock, role-gated access. The trust page covers exactly how — mechanisms, not badges.
Every surface here is open to explore.
See the live demo — no signupA real product on a rich synthetic organization. No signup, no call, no email gate.