Ava N.
VP Product
“MINT ROCK’s work felt unusually intentional—clean systems, calm delivery, and measurable improvements we could defend to the board.”
MINT ROCK LIMITED
Premium AI & software—built to perform under real-world pressure.
We design and engineer production-grade AI systems, scalable platforms, and product experiences that feel effortless—because reliability is part of the interface.
Trusted by 200+ teams
Delivery that feels calm
Clear milestones, instrumentation, and operational ownership.
Engineering with taste
Strong UX, clean APIs, and systems that age well.
Production-grade AI
MLOps, monitoring, and governance from day one.
Proof, not promises
Three perspectives from leaders who needed real reliability—under real constraints.
Jon R.
CTO
“They improved model observability and rollout safety. Incidents dropped—and releases stopped feeling risky.”
Mila K.
Head of Data
“Production-first decisions saved us months. The system is faster, cheaper, and easier to operate.”
If it’s critical, it should be engineered like it.
We take on a limited number of engagements each quarter to maintain senior-level focus.
Frequently asked
Clarity up front keeps projects clean—here are the questions we get most.
Do you build with our team, or as an external squad?
Both. We can embed with your team or operate as a focused senior unit—always with documentation and a clean handover.
What does “production-grade AI” mean in practice?
Reliable pipelines, evaluation, monitoring, safe rollouts, cost controls, and governance—built into the delivery, not added later.
How do you price engagements?
We scope clearly and price for outcomes: a discovery phase and a delivery plan with measurable milestones, then iterative execution.
Capabilities built for modern AI products
Six focused strengths that consistently ship faster, safer, and with better user trust.
AI strategy & product direction
We translate business goals into a buildable roadmap with instrumentation, risk controls, and delivery sequencing.
Platform & APIs
Clean contracts, reliable throughput, and integrations that scale without drama.
Model development
From prototypes to efficient models with evaluation you can trust.
MLOps & observability
Monitoring, safe releases, and governance so models behave in production.
Security-minded delivery
Privacy-first patterns and hardened systems—built in, not bolted on.
UX for AI (trust, clarity, control)
Interfaces that explain outcomes, handle uncertainty, and make the product feel confident—without over-promising.
How it works
A disciplined three-step cadence—fast where it should be, careful where it must be.
Define & de-risk
We clarify success metrics, identify failure modes, and produce an executable plan with crisp boundaries.
Build in slices
We ship increments with measurement, review points, and quality gates—so progress is always real.
Operate with confidence
Monitoring, rollout strategies, and documentation ensure your team can run the system without surprises.
Contact
Share a short brief. We’ll respond within two business days with a concise plan and next steps.