Manage · Observability

Every generation, on the ledger.

What your team did, and what it cost, is always one question away. The ledger attributes every generation, and the audit trail replays every call with its payload and its approvals.

Observability

Manage/Observability

OverviewComputeCostAuditAlerts today
AgentModelTicketTokensCost
Meridian claude-sonnet-5 TAL-231 6,412 $1.12
Distiller llama-4-70b reindex 8,900 $1.00
Scout gpt-5.2 pricing sweep 4,830 $0.84
Muse claude-sonnet-5 refunds v3 3,100 $0.57
Warden llama-4-70b TAL-227 7,204 $0.31
Briefer claude-haiku-4.5 daily brief 2,662 $0.28
6 generations 33,108 $4.12

Tabs

Overview to alerts

Overview, compute, cost, audit, alerts. The economics and the accountability live in one place because they are the same story.

The ledger

Cost with a name on it

Every generation lands in the token ledger: which agent, which model, which ticket. The same numbers the board shows on a card, summed.

The tape

Every call, replayable

The audit trail is not a summary. Scrub it and each step surfaces with its arguments, its result, and who approved the ones that needed a human.

Alerts

Watching, so you do not have to

Thresholds and anomalies notify the people who set them, not everyone.

Invoice chase · acme.co

Manage / Observability / Audit · Meridian

Complete · 6 calls · 14.2s agent · 7h 38m wall
  1. 00:00.4 gmail.search query: "invoice acme.co is:unread" 3 threads matched
  2. 00:01.1 knowledge.search dunning policy · nudge #3 tone: firm-polite · cap 3/quarter
  3. 00:02.0 documents.find invoice register · row 1,147 due Mar 2 · $4,200 · day 47
  4. 00:02.4 gmail.create_draft reply composed · 118 words draft linked to the ticket
  5. +7h 36m approval.required send outside business hours your call · everyone waits
  6. +7h 38m gmail.send approved by you · fingerprint #k41 sent · thread updated
gmail.search latency 310ms

args → query: "invoice acme.co is:unread"

result → 3 threads matched

See it on your own work.

The cloud waitlist is open. Or run it yourself: the whole platform is in the repo.