Hi everyone,
I’m Hilario Aguilar, founder of Imperial AI Infrastructure.
I help businesses and automation teams review, troubleshoot, and strengthen n8n workflows before they go live — or when an existing workflow appears to run successfully but the real-world outcome is uncertain.
My focus is workflow reliability, automation QA, and evidence-based verification.
I can help with:
• Duplicate execution and idempotency issues
• Retry and failure handling
• Partial executions
• Missing or incorrect outputs
• Silent workflow failures
• Webhook and API inconsistencies
• Human-review gates
• AI uncertainty handling
• Audit trails and evidence logging
• Read-back verification
• Recovery after interrupted executions
• Pre-launch QA and workflow rescue
A principle I use in every review:
Execution Success ≠ Outcome Verified
A workflow showing “success” does not necessarily prove that the intended business result actually happened.
I also help businesses build controlled automation pilots, where automation is introduced gradually with verification and human review rather than automating everything at once.
If you have an n8n workflow that runs but you are not completely sure whether it is reliable, traceable, or safe to scale, send me:
- What the workflow is supposed to do
- What systems it connects
- What problem or uncertainty you are seeing
- What result needs to be verified
English written communication available.
Spanish native / bilingual.
Based in Minnesota, USA.
— Hilario Aguilar
Imperial AI Infrastructure