AI-Powered Apps & Products

From scope to production: applications where AI is the product, not a bolt-on. Our ad-production platform runs a 13-state production pipeline; our principal built 15 production AI apps at Newsweek.

PRACTICE NO.: 02
PRINCIPALS: PA · NB
CASES ON FILE: 02
FIELD: SAAS & DEVELOPER TOOLS · AI / ML INFRASTRUCTURE · MEDIA & PUBLISHING · DTC & RETAIL

FIG. 01 · NEIGHBORHOOD MAP · SOURCE: TEAM EXPERTISE DATASET

PROBLEM SPACE

Full-stack products with AI at the core, designed, built, and run end to end.

From scope to production: applications where AI is the product, not a bolt-on. Our ad-production platform runs a 13-state production pipeline; our principal built 15 production AI apps at Newsweek.

ROUTINE CLEARS AUTOMATICALLYEDGE CASES ROUTE TO A REVIEWER

WHAT WE DELIVER

2.1product scoping & UX
2.2full-stack build (Next.js / FastAPI / Postgres)
2.3AI feature engineering
2.4deployment & operations
2.5iteration against real usage

15 PRODUCTION APPS · NEWSWEEK

HOW IT SHIPS

Systems in this practice run as a loop, not a launch. Inputs are served, routine outcomes execute automatically, and anything consequential holds at a review gate where a named person clears it with context attached. Every decision (human or automatic) lands in the audit trail.