We help growing businesses turn AI from a board-deck topic into a working system — strategy, implementation, and managed services delivered by senior engineers, not slide-decks.
Productized engagements with fixed scope, fixed timelines, and outcomes measured against your business KPIs — not vanity metrics.
A 14-day diagnostic that turns "we should be doing AI" into a prioritized, sequenced roadmap. We map your data, workflows, and team — then deliver the 3 highest-ROI projects you can ship in the next 90 days, with detailed scoping, vendor recommendations, and a build vs. buy decision matrix.
Discuss the audit →4 to 8 weeks. One focused outcome — a RAG system, an agentic workflow, an internal copilot, a customer-facing AI feature. Fixed price, senior engineers, production-grade code with full evals, monitoring, and documentation.
See sprint options →A senior AI voice on retainer. Weekly office hours with your leadership team, architecture review, vendor negotiation, hiring help. The clarity of an in-house AI lead, at a fraction of a full-time hire — without the long search.
Discuss retainer →Every engagement is scoped to business outcomes — not slide-decks, not hours billed.
No 60-slide decks. No 6-month roadmaps that sit in a folder. We diagnose, decide, build, and hand over — in that order.
Two weeks of focused interviews, data audits, and workflow mapping. We start where you actually are — not where the slide-deck says you should be.
Out of every possible AI use case, we surface the 2-3 that compound. Clear scope, clear owners, clear ROI hypotheses — and the ones we tell you to skip.
We embed with your team and build the actual thing. Production-grade code, evals, observability, fallbacks. Not a Streamlit demo that breaks in week three.
Full documentation, runbooks, monitoring dashboards, and team training. When we leave, your team owns the system end-to-end — no retainer trap, no lock-in.
Sector experience matters. We focus on industries where we've shipped real systems and understand the workflows, the regulators, and the buyer.
AI features, internal copilots, support automation
KYC, fraud detection, document intelligence
Case research, contract review, e-discovery
Clinical workflows, claims, operational AI
Personalization, search, merchandising AI
QC vision systems, predictive maintenance
Voice AI, ticket triage, agent assist
Adaptive tutoring, assessment, content gen
We build with the controls modern security and procurement teams expect.
"I started Augmint AI because I kept watching good companies spend six figures on AI strategy decks that nobody ever shipped. The hard part isn't picking a model — it's the integration, the change management, and the discipline to say no to everything that isn't the one bet that matters."
Direct answers to the questions we hear most often in discovery calls.
Book a 30-minute discovery call. No deck, no sales pitch — just a structured conversation about where you are and what could move next.