Problems solved in the real world.

Selected engagements are anonymized to protect the organizations and teams involved. Each example focuses on the constraint, the approach, and what changed for the people doing the work.

• Security operationsCustom Enrichment MCPStreamlining analyst enrichment without adding paid API subscriptions.→
• AI workflow designTax-season client communicationsA supervised email and client-workflow system for a two-person accounting firm.→