Brief the goal and assign the team.
Define the outcome, pick connectors, and see estimated NTU spend before agents start.
Where governed work happens in your ecosystem.
Brief an agent team, review the analysis, approve every action - and watch it all feed back into the Lifecycle Graph.
Decision Studio
From brief to signed-off deliverable.
Scope the run, quote NTUs upfront, and keep humans in the loop until the output is approved.
Review and approve on canvas.
Humans and agent teams collaborate on one surface until you release the deliverable.
Collaborative Canvas
Humans and agent teams on the same surface.
Operators adjust scope mid-run, challenge agent outputs, and approve write-backs without switching tabs or losing context.
- Threaded reviewRedirect agents and refine scope without restarting the run.
- Live scope changesAdd data sources or tighten boundaries while the canvas stays in sync.
- Approval in contextRelease write actions from the same surface where you reviewed the draft.
Governed by design
Cost, checkpoints, and audit trails built in.
Enterprise controls are structural - not bolted on after agents have already acted.
Approve before anything ships.
Every workstream ends with a human decision. Approve the deliverable and let approved actions write back - reject it and nothing touches your systems.
Human release
Nothing writes back until you explicitly approve the deliverable.
Tiered checkpoints
Soft, Hard, and Critical gates match action risk before agents act.
Decision History
Every approval logs to an immutable audit trail for compliance and reuse.
Run economics
NTU quote before the run starts.
See estimated token spend upfront - no surprise invoices after agents have already acted.
Analyze, Action, Plan, and Reports.
The same four modes in the workstream composer - switch without leaving the canvas as the work changes.
Analyze
Inline analysis on uploads and connected data with SQL, charts, forecasts, and exports.
Action
One-off connector and MCP writes when intent is clear - only on integrations bound to this workstream.
Plan
Co-create a governed swarm run and confirm before anything executes.
Reports
Structured executive reports from completed runs or this chat's analysis.
Same surface, four lenses
A variance review that starts in Analyze, becomes a Plan, triggers an Action, and ships as a Report - without leaving the canvas.
Finance · Q4 variance review Thread stays on canvas
Analyze Plan Action Reports
AnalyzeUpload lands · SQL + chart on canvas
SELECT region, SUM(variance) FROM ledger GROUP BY 1
PlanSwarm run drafted · confirm before execute
- Pull ledger actuals
- Draft variance narrative
- Human confirm run
3 agents · 2 checkpoints · quote 420 NTU
ActionWrite-back proposed · scoped to this workstream
NetSuite · journal entry
Awaiting approvalPost journal entry · NetSuite (bound connector)
ReportsExecutive summary from this thread
Executive summary
EMEA overspend driven by freight…
3 citations · PDF ready
Variance narrative · citations · export ready
