GRL Generators & Toolset

Define once. Generate forever

A single governed business definition generates your enterprise data assets - APIs, applications, knowledge graphs, MCP servers and governed AI agents - in minutes rather than months. The toolset around it handles the ontology, the data, the quality and the provenance. License one tool, or the whole platform.

Ontology Manager OntoLinter Graph Data Pipeline Service Document Integrator GRL Generators Graph Insights Explorer Governance Metagraph Semantic Agent Harness GRL TOOLSET
About

Graph Research Labs develops advanced graph tooling using two words most people haven't seen together: ontology-driven declarative generation. An ontology defines your business precisely and completely, in a way machines can read. Our GRL Generators tool reads that definition declaratively and produces complete data assets in minutes - and when the business changes, you update the definition and every system rebuilds itself. No re-coding needed.

Our GRL Semantic Agent Harness controls how AI agents interact with that data, and every transformation and agent decision carries full audit and provenance through the GRL Governance Metagraph. The GRL tool-set use patent-pending methods that extend the memory, traceability and accuracy of agents - work that sits in the middle of the two fastest-moving questions in enterprise technology: how to make data and AI accurate enough to trust with decisions that matter, and how can organisations cope with increasing regulations?

DEFINE ONCE. GENERATE FOREVER. 01 · CHANGE HAPPENS A law changes. A regulation updates. 02 · ONTOLOGY 03 · THE STACK, GENERATED Governed AI agents REST APIs & data products React applications MCP servers Message queues & pipelines Regulatory reporting GOVERNANCE, PROVENANCE & AUDIT — GENERATED ALONGSIDE Change the definition once, and every system regenerates from it.
Our Tools

GRL Generators & Toolset

A suite of advanced graph tools that manage the complete lifecycle - from defining your business model to generating, governing, and evolving your entire enterprise stack.

GRL Ontology Manager
Layer 1 - Ontology
Manage your ontologies within an organisation with collaboration, governance lifecycle and publishing.
Layer 1 - Ontology
Validate your ontologies using 7 common rules (free version), or step up with GRL OntoLinter Advanced with 45 rules across eight checks - structural, semantic, SKOS, profile, gist, reasoner, style and SHACL.
GRL Graph Data Pipeline Service
Layer 2 - Knowledge Graph
Ingest, transform, and load enterprise data into your knowledge source.
GRL Document Integrator
Layer 2 - Knowledge Graph
Integrate unstructured data into your graph faster, cheaper with higher accuracy.
GRL Generators
Core
Layer 3 - Generation
Generate production-ready REST APIs, MCP servers, and React apps from your ontology in minutes.
GRL Graph Insights Explorer
Layer 4 - Insights
Query and visualise your knowledge graph. Surface patterns, relationships, and insights across your enterprise data.
GRL Governance Metagraph
Core
Layer 5 - Governance
Track provenance, lineage, and audit trails across every generation.
GRL Semantic Agent Harness
Core
Layer 6 - Agents
Governed AI agents that reason over your knowledge graph - constrained by your rules.

To discuss and see a live demonstration of our tools

Book a call

Why GRL Tools

01

Modular - start with one tool, or use the whole platform

02

Time and risk saving - change a rule once in an ontology, not in thousands of different IT systems

03

Safer - your data never leaves your environment or jurisdiction

04

Open - every data asset generated belongs to you

Working software with your own data in Weeks, not Years.

Value Acceleration

GRL accelerates value

We engineer risk out of the process.

2 minutes
See it work

Within minutes of defining your ontology, you see generated APIs, applications, and knowledge graphs running. Not a mock-up. Working software.

Weeks
Prove it with a pilot

Connect your own data sources, test real workflows, validate against your compliance requirements within weeks. You know whether this works before you commit.

6 months
In production

From first definition to enterprise production in approximately six months. Every phase delivers working software, and you can stop at any point.

~50%
Of traditional cost

Financial exposure at every stage is a fraction of what a traditional programme demands.

Your environment
Data stays in your environment

GRL runs in your cloud, on your own premises, or fully air-gapped by application. No outbound connectivity is required to operate. Your data doesn't leave your infrastructure or your jurisdiction, so residency and sovereignty requirements are met.

Open data standards
Open standards regulators can audit

Search and export any data audit trail directly, seeing the rules and the evidence behind every decision. Provenance is not hidden inside a proprietary layer or difficult and expensive to extract.

Industries We Serve

Deep domain expertise across regulated and complex industries.

Our Tools
Healthcare
Banking
Insurance
Defence
Local & Central
Government
Telecoms
Climate
& ESG
Education
Agriculture
Energy
Aerospace
Space Science
Ready to Deploy

GRL Ontology Library

Our tools work with your ontologies, or we can create one for you. Deploy your ontologies instantly with our Generator tools.

Regulatory
Compliance
Banking Regulation
& Payments
Insurance
Healthcare & Medical
Regulation
Climate Related
Financial Disclosure
Data Governance
Human Resources
FIBO
BIAN
More ontologies available
— enquire for your needs