caura prism · enterprise control
Enterprise agents are making decisions on knowledge nobody can see.
Caura Prism draws a tenant’s memory as a living field, answers the questions your stakeholders already ask, and ends every answer in an action: prune, explain, resolve, retune, re-scope, tune.
Every point is a memory, placed by meaning. Brightness is recall.
Red halos are security findings, each tied to a memory, its writer and its scope.
Caura Prism: the console for visibility, cost, audit and the daily brief.
Six questions, one live map
Each lens answers one stakeholder's question and ends in the action that fixes what it found.
platform lead · field
“What does our fleet actually know?”
Coverage and gaps, visible at a glance.
pruneauditor · recall
“Why did the agent say that?”
Replay any recall, ranked and explained.
explainknowledge owner · evolve
“Is it still true?”
Contradictions and stale facts, surfaced for review.
resolvehead of ai · agents
“Are our agents sharing or siloed?”
Who wrote it, who recalled it, what never moved.
retuneciso · risk
“Is anything leaking?”
Every credential or PII finding, tied to a memory and its writer.
re-scopefinance · spend
“What does it cost?”
Tokens per memory, showback per agent.
tuneControl you can measure
Read off the console. Illustrative tenant: 2,500 memories, 5 agents.
43.78M
tokens avoided, assuming one in four recalls replaces a source re-read. The assumption stays on screen.
8%
cold memory: 206 memories stored and never recalled. Review candidates, not automatically waste.
37%
reuse rate: durable memories recalled by two or more agents.
117
memories reused across agents this week, each with who wrote it and who recalled it.
what the agents did today · the daily brief, written for people
1,214 recalls · 41 decisions recovered by the Interviewer · 27 outcomes reported back.
A duplicate refund traced to a billing-job retry and reversed the same day.
Rotate the API key pasted in #billing-ops. Remove the service-account JSON from a postmortem.
See it on your own fleet.
A two-week pilot puts Prism over one real workflow, so the numbers on this page are yours rather than an illustration.
Plan a pilot