Graph Research Labs
A new suite of generator tools for Data and AI
We turn complex data issues, legacy systems and regulatory headaches into Execution Excellence.
Connect to a graph database, create apps, API's and MCP Servers within 2 minutes with our GRL Generator tools
Whether you need full service consultancy or just want the tools, we offer both options:
GRL GENERATORS
Build it yourself
Our data and AI tools amplify your team. Using our patent-pending GRL generators, you can create integrated production code in minutes, not months.
- React apps & REST APIs from ontologies
- AI-powered data cleaning & integration
- LLM integrations with grounding
- Advanced regulatory reporting that rapidly updates as standard change
CONSULTING SERVICES
We'll handle it
World class architecture that ships like a startup. We deliver as much or as little as you want, from advanced architecture to shipping production-ready software.
- Advanced IT Architecture & modernisation roadmaps
- Custom ontologies & knowledge graphs
- Production-ready apps, APIs & AI integrations in minutes using GRL Generators
- We deliver world class solutions in weeks, not years
Why we offer both
Different Problems
Some organizations need strategic architecture + delivery expertise. Others have the team and just need the tools.
Same Technology
Whether we deliver or you do, it's all built on the same semantic foundation. Speed and quality either way.
Your Choice
Want us involved? We embed with your team. Want independence? You own everything and can iterate yourself.
Real Clients. Real Results.
"Graph Research Labs were invaluable in solving advanced technical engineering challenges for our APAC government client.”
— Director, Enterprise Search Software Solution
“Dougal is one of the best Information Architects I’ve ever worked with. Clarity and insight in a complex world.”
— Former IBM Distinguished Engineer & CTO UK
Led by Dougal Watt, Distinguished Architect – former IBM Chief Technologist - built systems for some of the world's most complex organisations.
Ready to move faster?
Whether you need us to lead the way or want to run with our GRL Generator tools, let's talk about your challenges.