Our Services

Our consulting services
help the experts with:

Advanced IT Architecture

LLM's, Ontology & GRL Generators

AI Strategy, Governance & Execution

ServicesComputer

Consulting Services

Advanced Architecture meets Execution Excellence

Graph Research Labs delivers enterprise consulting that thinks like a Chief Technologist and ships like a startup.

We can fix complex data issues, legacy systems, regulatory changes, or siloed information that’s causing your team headaches.

We focus on three things:

  1. Enterprise Architecture & AI - future-proof roadmaps, legacy modernization, IT transformations, and governance that actually works.
  2. LLM's, Ontologies & Knowledge Graphs - we build and extend precise, industry-specific technology so your data finally makes sense.
  3. Proprietary Technology that Delivers 100x faster - using our GRL Generators, we can ship you within minutes custom production-grade:
    • React apps & REST APIs
    • LLM integrations
    • Automated compliance platforms
    • Clean data pipelines from messy PDFs and legacy sources
If you’re tired of long reports, problematic code, stressful meetings and slow results, let’s talk.

Client Testimonial

MIKE RILEY

Multiple Directorships and CEO

"Graph Research Labs were invaluable in solving advanced technical engineering challenges, and brought outstanding knowledge for our APAC government client."

All consulting work is undertaken or supervised by our distinguished Principal Architect, Dougal Watt

Dougal Watt Principal Architect Graph Research Labs Limited

Dougal Watt

Dougal is globally certified as a Distinguished Chief Architect, IBM Certified Enterprise Architect and IBM Executive Certified Information Architect. He is an inventor of multiple software patents and holds a MA and BSc.

Previously Dougal was Chief Technologist of IBM NZ, with deep international technology consulting experience. He is an expert in Enterprise Architecture, Information Architecture, ontology, taxonomy, semantics, and an international keynote speaker.

Principal Architect Testimonial

RICHARD LANYON-HOGG

Distinguished Engineer,
former CTO IBM UK

"Dougal is one of the best Information Architects I have ever worked with. He brings clarity and insight to enterprise challenges, keeping things simple in a complex world and getting to the heart of what needs to be done. His superb technical judgement and calm approach enables him to work effectively within a team."

Ontology Services

Our tools work with
your ontologies, or we
can create one for you.

Like you, we understand the power of ontologies and semantic graphs to handle complex data. Our experienced team is available to help - from advice on existing ontologies to building new ontologies, and using GRL generators to create your apps and APIs from your own ontologies.

GRL Ontology Library

  • Banking
  • Payments NZ API Specification
  • Climate Related Financial Disclosure
  • Insurance – Lloyds Core Data Record
  • Regulatory Compliance

More ontologies available, enquire for your needs​.

Sign up to the GRL community and get a free insurance ontology, and ongoing complimentary architecture samples!

Sign up to the GRL Community.

Graph Research Labs