Document Intelligence
Demo availableEnd-to-end extraction, classification, and summarisation across contracts, reports, and filings — with evals tied to ground-truth labels, not just LLM judgement.
NLPRAGExtraction
Atlas Labs
AI that holds up
in production.
Atlas Labs is an applied AI and data engineering studio. We design, prototype, and ship systems that survive real users and real data — with evals, observability, and runbooks baked in, not bolted on.
Proof of Concepts
What we've built
Selected prototypes addressing real production problems — not lab experiments.
Operational Copilot
Demo availableA context-aware agent embedded in internal tools — surfaces the right data and answers in-flow, without staff switching applications.
AgentsLLMIntegration
Multimodal Audit Assistant
In progressVision + language pipeline for compliance review — flags anomalies, inconsistencies, and risk signals across documents and images.
VisionLLMCompliance
About
Built for organisations that need reliability over hype.
Atlas Labs sits at the intersection of research and commercial deployment. We don't sell strategy decks — we prototype, validate, and deploy. Language models, retrieval systems, multimodal pipelines, and autonomous agents, selected for the problem rather than the trend.
Small team. Focused work. Honest timelines.
Research
Literature, benchmarking, feasibility
Consultancy
Problem scoping, architecture, evaluation
Prototyping
Fast PoCs with real data
Deployment
Production systems, monitored and maintained
Contact
Got a problem worth solving?
We're happy to have an honest conversation about what's feasible — and what isn't.