We build AI tools shaped for the work you actually do, not the work software assumes you do. We embed with your team, map the real workflow, and ship custom tools in weeks. You pay only when the metrics move. No platforms. No pitch decks.
Every engagement starts with a map. We work through your actual process — financial close, invoice reconciliation, customer triage, supply chain exceptions, or compliance pipelines — and identify exactly where AI creates leverage and where human judgment stays in the loop.
We cover four domains: Financial Intelligence (reconciliation, close, board reporting, audit prep), Customer Operations (triage, response, escalation, exception management), Supply Chain (forecasting, allocation, inventory, reorder triggers), and Process & Data (system unification, reporting, compliance pipelines). Most engagements touch two or more.
A Margn engagement runs in three phases. First, we embed with your team and document the current process end-to-end — not the process on paper, the one that actually runs. Second, we build a custom tool scoped to that workflow: read/write integrations to your existing systems (NetSuite, Salesforce, Snowflake, Slack, and others), a governed rules layer, and a full audit trail. Third, we monitor the metrics and you pay only when they move.
Typical results across active engagements: invoice accuracy up to 98%, close cycle cut by 30–40%, customer triage accuracy above 94%, and pipeline uptime at 99.7%. These are illustrative benchmarks — your numbers depend on your starting point and workflow complexity.
No pitch deck. No SAAS sales. One call to discuss your process; we show you how AI makes it better.
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