Montlake Labs
How it works

From idea to flow.

There's not much to it. Connect, sketch, run. Most of our customers ship their first useful flow before their first stand-up.

01

Connect

OAuth into the tools your team already uses. We store only what we need — and you can scope down or rotate credentials whenever you like.

OAuth 2.0 US data residency Scoped tokens
02

Sketch

Pick a trigger, drop a handful of steps, branch on the conditions that matter. Add an AI step where you used to ask an intern. Save when it feels right.

Visual canvas 60+ templates AI steps
03

Test

Spin up a sandbox run with fixtures, watch every step in the timeline, tweak, repeat. No deploys. No CI dance.

Sandbox runs Replay Step inspection
04

Ship

Flip the switch. Your flow runs on our infrastructure, scales when it needs to, and quietly logs every step it takes.

Auto-scale Self-healing Audit log
05

Refine

See what's slow, what's flaky, what's expensive. Tweak in production without redeploying. Roll back in one click.

Latency SLOs Version history A/B branches
Under the hood

A boring infrastructure, by design.

We picked dull, well-understood building blocks on purpose. The exciting part is what you do on top.

Multi-region event bus

Runs are sharded across regions so one bad zone doesn't take you down with it.

Durable queues

Every step is queued, retried, and committed exactly once. No double-billing, no phantom emails.

Append-only audit log

Every action, every actor, every payload — tamper-evident and exportable.

Encryption everywhere

AES-256 at rest, TLS 1.3 in transit, customer-managed keys on request.

Workload isolation

Each tenant gets its own execution sandbox. No noisy neighbors, no shared secrets.

Graceful degradation

When a vendor goes down, we pause and resume. You read about it in their status page, not yours.

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.

All systems operational · Cancel in two clicks
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Montlake Labs
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