Montlake Labs
Features

Features that fit your team.

We obsess over the quiet details — retries, replays, role-based access — so your team can stay focused on the loud, important ones.

Build

A flow builder that respects your time.

Drag a trigger, add steps, branch on conditions, and ship. Templates cover the obvious flows; the blank canvas covers the rest. No code, no YAML, no babysitting.

  • Drag-and-drop canvas with snapping
  • Conditional branches and loops
  • 60+ pre-built templates
flow.run.001
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45ms
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34ms
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22ms
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67ms
Run

Self-healing runs with replay and retry.

When a vendor blips at 3am, we queue the run and retry with exponential backoff. When it succeeds, you get a clean record. When it doesn't, you replay a single step instead of redeploying.

  • Automatic retries with backoff
  • Step-level replay from the timeline
  • Idempotency keys built in
flow.run.002
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60ms
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73ms
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76ms
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56ms
See

Observability your on-call will actually thank you for.

Every step, every payload, every retry — timestamped and searchable. Filter the timeline by flow, status, or correlation ID, and trace one customer's journey across a dozen tools.

  • Full payload inspection
  • Correlation IDs across systems
  • Webhook delivery logs
flow.run.003
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38ms
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80ms
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26ms
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47ms
Trust

Enterprise controls without an enterprise headache.

SOC 2 Type II, US-only data residency, SSO, audit logs, and role-based access. The stuff your security team has to sign off on, already taken care of.

  • SSO with SAML and SCIM
  • US-only data residency (multi-region within the US)
  • Granular role-based access
flow.run.004
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43ms
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25ms
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23ms
And a long tail of small joys

The little things you'll quietly enjoy.

Version history

Every flow change, snap-shotted. Roll back without panic.

Test data sandbox

Run a flow against fake fixtures before flipping it on.

Schedule triggers

Run on a cron — or on a calendar — without spinning up infra.

Secrets vault

Per-environment secrets, encrypted at rest, audit-logged.

Custom code steps

Drop in a TS or Python step when you need full control.

Bulk operations

Backfill, replay, and reroute thousands of runs in one go.

Notification rules

Pipe failures to Slack, email, or a webhook of your choice.

Dark mode

The eyes appreciate it. The on-call rotation appreciates it more.

Last stop

Ready when you are.

Bring your stack. Sketch a flow. We'll keep it humming from here — through holidays, vendor outages, and that one Slack channel nobody manages anymore.

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Montlake Labs
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