Custom AI workflows built for
teams that want results,
not more tools

Built by Operators Clearly Scoped Pre-launch review
Dashboard Overview
M
Active Users
12,830
+5%
Engagement
35%
+2%
Avg. Session
8m 15s
-30s
Retention
68%
+4%
Revenue Trend Last 30 days
MRR $128k WoW +3.2% | YoY +28.6%
Growth +18.4% WoW +1.1% | YoY +12.9%
Churn -2.1% WoW -0.2% | YoY -1.4%
Recent Activity
New workflow deployed 2m ago
Invoice pipeline updated 14m ago
3 team members joined 1h ago
Data sync completed 3h ago
Workflows by Team
Finance
42
Ops
31
Sales
24
Eng
17

Seamlessly integrates with your existing systems

Best for recurring, cross-system work that still needs human judgment.

The goal is not more software. The goal is a calmer operating rhythm with visible control.

Selected engagements

Work examples that adapt quietly.

Finance and operations by default. Shift the lens only when needed.

3examples
2default contexts
1quiet style
FinanceExample

Finance workflow redesign

Month-end close

Calmer reviews

OperationsExample

Approval chain stabilization

Cross-system approvals

Visible routing

FinanceExample

Reporting pack workflow

Recurring reporting

Clear ownership

Journal and research

Children standing together outdoors

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Woman working at a desk and studying charts

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Modern office building exterior at sunset

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Business team discussing strategy in a modern office

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Learn more

About MARGN

Built by people who have spent time close to the operating pressure.

Founded by a CFO/COO and a technical co-founder who have worked across consulting, private equity operations, and building production systems.

We design practical AI workflows for the processes teams hesitate to hand off.

Perspective

Operator-led

Built with an understanding of how decisions, approvals, and reporting move through real teams.

Build quality

Technically grounded

Designed by a technical co-founder with deep systems thinking and experience building production software.

Approach

Practical AI

Focused on useful workflows that reduce friction without adding noise, complexity, or chaos.

Ready to build?

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