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Multi-agent pipeline · human-in-the-loop

Autonomous AI
customer operations

Multi-agent AI that triages, investigates and resolves customer support tickets with full transparency.

Live orchestration trace
Waiting

Live from this deployment

0
Tickets processed
0 ms
Average latency
$0.0055
Average cost / ticket
76%
Cleared without escalation

Every decision is inspectable

An agent that drafts a refund is making a commitment on your behalf. The pipeline is built so you can see exactly how it got there, and so a rule can always overrule a model.

A specialist per lane

Triage classifies intent and urgency, a deterministic router picks a lane, and a billing, technical, account or orders agent runs a bounded tool-calling loop against your real data.

Rules outrank the model

A deterministic guardrail gate runs before the supervisor, and the model cannot soften it. A refund over the ceiling escalates even when the supervisor says the reply is fine.

A trace, not a log

Every hop streams live with its model, latency, token count and expandable tool calls showing the validated input and output JSON.

Nothing sends itself

Every reply waits for a person. Approve, edit or escalate, and the audit footer records the pipeline, the verdict and who signed off.

See it process a real ticket

Open the console and replay a run hop by hop. Replays read the stored trace, so they cost nothing and call no model.

Open the console