Most AI pilots stall before production. We build the ones that ship — and prove they work.
NewGenApps is a small, senior team that takes AI from first experiment to production — and proves it works: independent verification, evaluated reliability, and a strict data-integrity contract, not a demo and a status deck. Model-flexible, no junior pyramid, eighteen years shipping across enterprise and startup. We orchestrate AI into how you actually run — and stay until it runs reliably.
We've called the last six tech waves. We're not guessing on this one.
Plenty of firms advise on AI. Fewer have run it in production — where the real work is data integrity, evaluation, latency, cost, and the edge cases that surface at 2 a.m. We build and operate AI systems at the hard end of reliability: strict data-integrity contracts (no synthetic data, ever), proof-based deployment verified to the live outcome — not "it merged" — and agentic orchestration that checks its own work. That discipline, not a demo, is what we bring into your stack.
Reliability as a discipline
The unglamorous engineering that separates a demo from a system: absolute data integrity, deploy-and-verify to the live outcome, evaluation harnesses, and agentic orchestration that checks its own work. We run this at the hardest end — and bring the same discipline to your build.
You don't need another vendor in another time zone emailing status decks. You need senior people in your stack, in your standups, shipping. We embed a small, senior pod and run the whole arc — strategy, experiments, POCs, and the unglamorous work of getting AI into production — at offshore-friendly economics. Don't spend nine months hiring an AI team. Borrow ours on Monday.
AI in a Day
A working session that maps where AI actually creates value in your processes — and where it doesn't.
AI Compass Audit
A costed, ranked roadmap and a recommended first POC. Credited toward the build.
POC in 3 Weeks
A working, evaluated proof-of-concept on your own data and systems. The wedge that becomes production.
Your AI Team
An embedded, on-demand pod — experiments to production, as one team. The annuity.
Pilot already stalled? AI Rescue — a fixed 90-day path from a stuck pilot to verified production.
Explore our work: AI Consulting · Agentic AI · RAG · AI Strategy · Claude depth
The unglamorous engineering that decides whether AI ships — written from the building side, not the brochure side.
Let's run your first AI experiment.
A 30-minute working session — no deck, no pitch. We'll map where AI creates real value in your business and what a first POC looks like.
Prefer email? info@newgenapps.com