$ cat services/ai-mvps
From idea to an AI-accelerated product, in weeks.
The evolution of how we build: senior people design and QA, AI agents write the code under human direction, and you go from idea to a working, AI-accelerated product in weeks — not quarters.
The same engineering discipline, at AI speed.
An AI MVP is a real product built the way modern software is starting to be built: small senior teams design the solution and write executable specs, AI agents do the heavy lifting of writing code, and humans own the direction and the quality throughout.
The result is speed without the usual trade-off. You get to a working, production-grade product in weeks — fast enough to test with real users — while keeping the architecture, security, and quality of a team that's shipped software for 15+ years.
Who it's for.
You need to move fast
The window is now. You want a working product in front of users in weeks, not after a multi-quarter build.
You're building with AI
The product itself uses LLMs, agents, or RAG — and you want a team that builds these fluently, not experimentally.
You want speed with judgment
You've been burned by fast builds that fall apart. You want AI acceleration with senior people owning quality.
How we work.
A clear path from first call to shipped — senior-led throughout, AI-accelerated where it counts.
Design the solution
A small senior team frames the problem and writes executable specs — the plan the AI will build against.
Accelerate with agents
AI agents write the code against the specs, under continuous human direction — the heavy lifting, done fast.
Human QA & eval
Senior people review, test, and evaluate everything — including the AI behavior itself, with guardrails.
Ship & iterate
You get a working product in production, ready to test with real users and iterate from there.
What's included.
Senior-designed architecture
The system designed by experienced engineers before the AI accelerates the build.
AI-accelerated build
Agents write the code against executable specs, under human direction end to end.
Human QA & AI evals
Quality owned by people — including evaluation and guardrails on the AI behavior itself.
Production-ready
A real, working product deployed to production — not a throwaway prototype.
Built to iterate
Structured so you can test with users and evolve fast after launch.
AI-native talent
Engineers who build with AI fluently, drawn from our 2,000+ pre-vetted network.
The real stack.
The AI stack we build on every day — from LLMs and RAG to the security that keeps agentic systems safe in production.
// AI core
// AI security
// Product
// Cloud
Why Avalith.
15+ years, proven
The same Avalith that has staffed, built, and shipped software since 2011 — 180+ projects for 100+ clients, some relationships running 12 years deep.
Human-led, AI-accelerated
Senior engineers design the solution and own quality; AI agents accelerate the build under human direction. Speed without giving up judgment.
A 2,000+ talent network
Every engagement draws on 2,000+ pre-vetted developers across AI, frontend, backend, DevOps, data, QA, and security — matched to your stack.
Have an idea worth building fast?
Tell us what you want to ship. Or estimate your MVP first — either way, we'll show you how we'd build it.
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