AI Stream Solutions diagnoses, repairs, and monitors business-critical workflows.
Work begins with a defined failure, test evidence, and a written repair plan. Production changes require client approval.

Founder and Workflow Reliability Engineer
I spent 17 years in the Army and more than nine years in IT and cybersecurity. My work included building and securing systems for defense contractors and large enterprises.
I started AI Stream Solutions to apply that operating discipline to business workflows. The current focus is narrow: identify failures, repair them, test the recovery path, and monitor the result.
Clients work directly with me during diagnosis, repair, and review. There is no sales handoff.
Only the systems and data required for the approved scope are requested.
Each finding includes evidence, business impact, and a recommended repair.
Work is performed from the United States.
Diagnosis and repair are handled by the same person.