Practical AI systems that actually ship.
1rstAI helps teams turn vague “we should use AI” ideas into deployed, measurable systems— with clear risk, safety, and ROI thinking baked in from day one.
Services built for teams who can’t afford AI theater.
AI opportunity mapping
Identify the 2–3 workflows where AI will actually move the needle, not just generate hype.
Prototype to production
Design, test, and harden AI-powered flows with clear guardrails, observability, and rollback paths.
Safety & governance
Threat modeling, misuse analysis, and policy-aligned deployment for regulated or high-risk domains.
Deliberate, testable, and grounded in real constraints.
01 — Discover
We map your systems, data, and constraints before touching a model.
02 — Design
We design flows, prompts, and interfaces that humans can actually trust and operate.
03 — Deliver
We help your team ship, measure, and iterate—without losing control of risk.
Tell us what you’re trying to build.
Send a short note with your context, constraints, and timeline. We’ll respond with a concrete next step—not a generic sales deck.
Email: gberkin@gmail.com