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[post_009] · § Strategy

The Real ROI of Business Process Automation

How to calculate payback on workflow automation projects, with a framework we use in every client engagement.

DK · Principal Engineering · · 9 min read · Strategy

How to calculate payback on workflow automation projects, with a framework we use in every client engagement.

[01] §

The framework

We score every automation candidate on four axes: frequency (how often does this happen?), cycle cost (person-time + tooling per run), cycle risk (what happens when a human skips a step?), and variability (is the input well-structured?). Anything scoring top-quartile on three of four gets budget.

[02] §

Costs people forget

Build cost is the obvious one. Harder to estimate: maintenance, eval/monitoring, the cost of false negatives slipping through, and the human time needed to supervise the automation in its first quarter. Budget 25% of build cost per year for live maintenance.

[03] §

What a real payback looks like

On six recent automation projects across legal, finance, and ops, the median payback was 11 months. The fastest was 4 months (high-frequency, low-variability document classification). The slowest was 22 months (a bespoke exception handler that saved very real money but only triggered once a week).

[04] §

When automation is not worth it

If the workflow runs less than once a week, is highly variable, and does not carry regulatory or financial risk — do not automate it. Pay someone to do it. Not everything benefits from being a system.

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