Available for selected automation builds

I build AI automation systems that survive the real world.

Reliable n8n, AI, data and revenue systems—designed with duplicate protection, human controls and explicit failure paths.

SYSTEM / LIVE PROOF
01EventValidated input
02LogicRules + AI
03ControlHuman gate
04OutcomeAuditable write
Test executionPASS
20/20n8n workflows validated
14/14business scenarios passed
9systems run through webhooks
0production claims invented

Selected systems

Proof for the work businesses repeatedly need.

Each case study exposes the architecture, safety controls, failure paths and exact verification boundary.

View all 14 projects

Operating principles

A workflow is not finished when the happy path works.

01

Control the write

Risky actions sit behind approval, permission and duplicate checks.

02

Make failure visible

Retries, partial success and human handoffs become explicit states.

03

Leave evidence

Fixtures and machine-readable results make every claim reproducible.

Have a process worth automating?

Bring the messy workflow.
I’ll map the reliable system.

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