Keelson · Work

Shipped engagements. Locked metrics.

Every case study on this page is a fixed-price engagement that shipped against one metric the customer's CFO could read off a Monday dashboard. Pick the closest read, then bring us the same workflow.

Outcome-locked AI for mid-market operators. We sell shipped systems with pricing tied to the result — not strategy decks, not hours.

Case studies

Engagements that moved a number.

Each card carries the client, the sector, and the headline outcome. The full story and the metric tiles live on the detail page.

Mid-market logistics

Cascade Freight Network

Cut carrier-claims cycle time from 21 days to 6, freeing half a claims desk for growth work.

14-week engagement

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SMB healthcare RCM

Meadowbrook Health Partners

Moved denied-claim resubmission cycle from 28 days to 9, recovering $2.1M in aged receivables inside one quarter.

16-week engagement

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Mid-market legal ops

Harborstone Legal Ops

Doubled contract throughput without adding headcount — 42 contracts a week out the door, every deviation flagged.

14-week engagement

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Bring us the workflow

Read every case study, then bring us the workflow.

The audit ends in one document, target selection ends in one quote, and the metric ships in 90 days. No NDA required to start the conversation.

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