Research · Build · Ship

We build what we
research.

The research studio behind autonomous agents and AI products.

Phase 1
Research
Phase 2
Prototype
Phase 3
Ship
// Our Philosophy

We don't just build for clients.
We build to understand.

Most studios ship code and move on. We start with a question — then research, prototype, and publish what we learn.

3 experiments
96 articles
open source

Autonomous Agents

Multi-agent systems, tool orchestration, memory architectures, and the infrastructure to make AI agents reliable in production.

Verifiable AI

Zero-knowledge proofs for model inference, on-chain verification, and building trust in AI systems without exposing data.

Product Engineering

Turning research into real products — from generative UI patterns to scalable full-stack architectures that ship fast.

// Our Method

How we work.

Every project starts with a question. Here's how we go from curiosity to shipped product.

01

Identify

We find problems at the edge of what's possible — where existing solutions break down and new approaches are needed.

02

Research

Deep literature review, architecture exploration, and hypothesis testing before writing a single line of production code.

03

Build

Rapid prototyping with real users, iterating on architecture and interface until the solution is production-grade.

04

Ship

Deploy, monitor, and publish findings. Every shipped product comes with documentation and open research.

// Who We Are

A small team obsessed with hard problems.

Mavik Labs was founded by engineers and product builders who got tired of building other people's ideas without learning anything.

We built PlanEat AI from zero to revenue, AgentOps for our own agent infrastructure, and SynthMind to push the limits of multi-modal AI reasoning.

Everything we learn, we publish. Everything we build, we open-source where we can.

3
Active Projects
96
Articles Published
100%
Founder Led
// Questions

Everything you need to know.

What is Mavik Labs?
Mavik Labs is a research studio focused on autonomous agents, verifiable AI, and product engineering. We build our own products and systems to explore the edges of what's possible — and publish everything we learn along the way.
What are you currently working on?
We have three active projects: PlanEat AI (an autonomous nutrition agent using multi-agent reasoning and computer vision), AgentOps (an observability pipeline for autonomous coding agents), and SynthMind (a multi-modal AI reasoning engine for complex document analysis). Each project pushes a different frontier of AI and infrastructure.
Do you take on client work?
Selectively. We occasionally partner with teams working on problems that align with our research interests — especially in autonomous agent systems and AI infrastructure. If you have a project in these areas, we'd love to hear about it.
Can I use your open-source tools?
Yes. We publish our research and tools openly. Check our GitHub for the latest repositories, and our blog for detailed technical write-ups, architecture guides, and implementation patterns.
How can I collaborate with Mavik Labs?
We're always open to collaboration — whether it's research partnerships, contributing to our open-source projects, or just exchanging ideas. Drop us an email or reach out on GitHub. We respond to everything.
Who is behind Mavik Labs?
Mavik Labs was founded by Valerii and Diana Torianyk — engineers and product builders with a background in full-stack development, AI systems, and startup product design. We're a small, founder-led team that values depth over scale.

Still have questions? We respond to everything.

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together.

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