Service Detail
Business DNA Architecture
Align code decisions to economics, operations, and brand risk.
Pain Point
- -Teams ship features without connection to unit economics.
- -Roadmaps optimize velocity while recurring value stays flat.
- -System design drifts away from real operational constraints.
My Solution
- -I translate business constraints into architecture and delivery boundaries.
- -I design technical workflows around pricing, user behavior, and operator workload.
- -I define what must be stable first so growth does not scale chaos.
Real Example
North GA EMC Call Analytics (in collaboration with Versalytix)
Codebase: North-GA-EMC-UI
Secure supervisor workflows with AI summaries, transcripts, playback, and Azure AD SSO tied to call-center operations.
Post-call documentation time was reduced by 80%, improving supervisor throughput and consistency.