Selected work

Systems we built. Still running.

A short selection. Each case study is a single, honest read on what we built, what worked, what did not, and what the system is doing in production today.

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How we measure success

Hours returned, tickets deflected, dollars saved. Single-slide monthly business review.

Hours returned per week

Time an operator team gets back as a direct, measured consequence of the system in production. Reported monthly.

Tier-1 deflection & CSAT

Deflection rate paired with CSAT vs. the human baseline. Both must be present for the number to count.

Dollar P&L impact

Closed deals, reduced cost, recovered margin. The system either pays for itself or we have a conversation.

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What would your case study look like?

30-minute strategy call. We will be honest about whether what you are trying to build is the right move, and what to do first if it is.