Proof, not promises
What AI transformation actually delivered in dollars, hours, and shipped work

Recovering $1.6M a year in project hours
Timesheets rebuilt from memory were leaving reimbursable hours unclaimed. We turned an internal prototype into a production Claude skill that drafts them and files them for approval.
Annual revenue recovered
$1,600,000
Time saved
67 hrs / mo
Unlocking 9 years of project history
Bednark's Claude rollout stalled because the answers were too generic. We built a custom MCP server so Claude could reach the ERP, the meeting transcripts and nine years of project correspondence.
Internal records unified
670,000+
Custom connector activity
88%

Building a teammate instead of buying a tool
Geoforge needed a generalist who could turn what a customer wanted into a ticket, build the fix and confirm it. Nothing on the market could be self-hosted with direct access to their product, so we built Woz.
GitHub PR commits
393
WoW adoption growth
53%
