Trigger
Start from the signal.
Marshal starts from a schedule, form, inbox, CRM event, or manual request, then gathers the context the workflow needs.
Agent orchestration, run by Marshal.
Marshal coordinates specialized agents, schedules, tools, permissions, and human review paths into one managed operating layer for founder-led teams. You hold the approvals without carrying the workflow.
Tailored to your processTrained on your businessIntegrated across your systems
Founder-led teams use Marshal
How orchestration works
Marshal routes work to approved action.
Marshal carries the work; you hold the approvals and the rules. Every workflow starts from a business event, routes to the right specialist, checks permissions, and pauses when judgment matters.
Route
Send work to specialist agents.
Marshal routes each step to the research, drafting, CRM, finance, or workflow agent built for that job.
Check
Check context, permissions, and rules.
Each step uses approved tools and permitted data, so the workflow stays useful without leaving the process you approved.
Review
Pause for human judgment.
Sensitive actions wait in Slack, email, or the workflow surface until the owner approves the next move.
workflow:lead_followup4 steps · 1 human gate
Next action
Draft reply is ready. Marshal routes it to the owner before the CRM record changes.Control surface
What you can see, pause, and improve.
01 / Schedules
Marshal runs agents on your clock.
Schedules, business hours, time zones, and manual overrides stay visible. Every workflow shows when Marshal last ran it and when it runs next.
02 / Approval gates
Judgment stays with the human.
Marshal inserts a gate wherever risk matters. The agent drafts, the owner approves, and sign-off is captured before the action moves forward.
03 / Logs and rollback
Every run is replayable.
Each step writes a structured record: inputs, outputs, cost, timing, owner, and side effects.
>>> Observability
After-action reports your team can read.
Every agent run keeps the same log shape. Your team can scan the record when things are fine and see where a handoff is waiting for approval.
workflow:lead_followup · run #0182started 14:02:57 PT · duration 4m 12s6 of 7 steps complete · 1 awaiting approval
RUN_LOG · workflow:lead_followup · agent-v314:08:03
14:08:03OK
enrich_contacts · 14 leads matched for review
4m 12s14:08:01RUN
draft_outbound · 14 personalized drafts ready
38s14:07:24GATE
approval_gate · awaiting owner review
4m 12s14:03:11OK
slack.post · #sales-ops notification sent
210ms14:03:06OK
hubspot.upsert · contacts prepared for sync
480ms14:02:58RUN
router · intent=qualify_lead · agent=enrichment_v3
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