Integration
Agents wired into the systems you already run, owned by your team when we leave.
- → Agent design and build against your existing stack
- → Human-in-the-loop controls and approval gates
- → Observability so your team can see what the agents are doing
- → A runbook and team training for handoff
- → Optional run-retainer after handoff
Lock the first one or two workflows, the success metric, and the controls. Gate: a measurement baseline both sides sign.
Agent design, integration against your stack, and the human-in-the-loop layer.
Pre / post measurement against the baseline set at scoping. Real numbers on the target workflow.
Runbook, training, and an owned, observable system your team runs without our hands on it.
| KPI | Method | Threshold |
|---|---|---|
| Cycle time | Pre / post on the target workflow | Measurable reduction vs baseline |
| Throughput / hours returned | Pre / post | Measurable gain vs baseline |
| Error / rework rate | Pre / post | No regression, ideally a reduction |
| Ownership | Post-handoff operability check | Your team runs it without studio hands |
Orgs past the assessment who have picked the first workflow and want it live, with controls and observability, owned by their own team. For leaders who want a working system and a measured result, not a slide.
If the capability grows into a permanent internal function, that is a Constellation, not a one-off integration. We will name that upgrade path when we see it.
Scope an Integration.
Thirty minutes. Bring a real problem. Leave with a one-page brief.