I help teams stop bleeding time on broken or half-built AI automations.

You get a fixed-scope rescue: I audit what’s failing, rebuild the workflow, wire the APIs/LLM steps, and hand back something that runs with clear human checkpoints.

What’s included:

Audit of your current workflow / broken automation

Rebuild with reliable triggers, API integrations, and LLM steps

Human-in-the-loop review points where needed

Handoff doc + next-step recommendations

One revision pass after delivery

Not included:

Full company digital transformation

Ongoing retainer / monthly ops (available separately)

Defense, weapons, or autonomy/guidance systems

Best for:

Startups with messy AI workflows

Founders who sold automation and need it actually working

Teams drowning in GitHub / ops / triage busywork