Deep research. Reliable AI products.

Reliable intelligence in the wild.

Our Products

Built for real-world autonomy.

Our flagship products combine cutting-edge AI research with industrial-grade engineering to deliver auditable and robust solutions.

AIR

Autonomous Issue Resolver

AIR is a data-first AI coding agent that automates software maintenance. Based on Data-First Transformation Graph (DTG) to trace causal data lineage, ensuring accurate, validated edits without destabilizing the codebase.

Causal Localization DTG Navigation Automated Repair
AIR product demo video preview
IntelliSys26 presentation
Aethelgard

Protocol for secure knowledge exchange.

Aethelgard can search clinical data across organisations without creating a central patient-data lake. Local nodes keep records in place, transform text and images into protected semantic signals, and return ranked evidence to authorized queries.

Formal Verification Safety Constraints FedRAG
Aethelgard product demo video preview
Pitched at GOAI-26
Founder story

From first principles to working systems.

Hard technical ideas only matter when they can be turned into systems that survive the real, chaotic world.

Founder story

From a neuroprocessor on FPGA at 17 to industrial robotics, frontier-model reasoning work, and now two AI product lines.

Aliaksei Kaliutau

Aliaksei’s path bridges frontier research and ambitious engineering. He first stood out at 17 by winning a national technology competition with a neuroprocessor designed on FPGA. With a foundation in Physics and Informatics and an MSc in AI from Imperial College London, he has worked on research software, large-scale AI and robotics infrastructure, and advanced reasoning and tool-use tasks for frontier models.

He founded Monodromy at I-X, Imperial College London, to turn that background into products: AIR for grounded autonomous software maintenance, and Aethelgard for decentralized clinical intelligence. Research remains deep, but the company is now organized around shipping systems, testing them against hard constraints, and building repeatable product infrastructure.

physics & informatics AI MSc at Imperial industrial robotics frontier reasoning

Built where the bar is high.

Imperial
Global science institution
Ocado Tech
Advanced robotics at scale
I-X
Frontier AI research environment

A foundation spanning elite science, real-world robotics, and frontier AI research.

Contact

Reliable AI.

We are looking for clinical research collaborators, design partners, infrastructure partners, and people who want to help bilding industry 4.0.