Problems I solve
Workflows that span systems that do not talk to each other. I make them reliable, and add AI where it helps.
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People re-key data between tools that do not talk to each other.
I connect the systems and make the handoff a job with retries and an audit trail.
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We want AI, but our data lives in an ERP or a scheduling system.
I build the AI layer on top of the system of record, not a second copy of it.
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The AI demo works. Production does not.
I find what breaks between the demo and real traffic, and fix it at the root.
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Signals arrive from everywhere and nobody sees the important ones.
I build ingestion, search and alerting that says why it fired.
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The system runs, and nobody trusts what it shows.
I trace the numbers back to their source until they add up.
How it starts
- Send the problem. Two or three lines on what is broken and where it lives is enough.
- Get my read. I reply with what I see and what I would check first.
Open to select engagements.