Software that defines and runs entire businesses. We've built it.
From a single business definition, our platform generates complete enterprise data stacks — APIs, applications, governed AI agents, MCP servers — in minutes. When the business changes, everything updates.
Listen to what the world's biggest builders are saying.
"The entire factory is software-driven."Jensen Huang, NVIDIA
"Macrohard aims to emulate the function of entire companies."Elon Musk, March 2026
"$100 billion to acquire manufacturers and rebuild them with AI."Jeff Bezos, Project Prometheus, March 2026
Three of the most powerful builders on earth. Three different industries. One clear conclusion: software will change entire businesses. At GRL, we can endlessly generate the data that powers that change.
But how do GRL's tools work?
The answer is two words most people have never seen together: ontology-driven declarative generation. An ontology defines your business - precisely, completely, in a way that machines can read. Our patent-pending declarative generation engine reads that definition and produces complete enterprise systems: APIs, applications, MCP servers, governed AI agents. Working software, generated directly from the meaning of your business.
When the business changes, update the definition - every system rebuilds itself. No other technology can do this.
Palantir built their entire company on an ontology.
Palantir has became one of the most dominant enterprise technology firms in the world using an ontological approach.
Graph Research Labs makes it reusable.
A declarative generation engine that takes an ontology and creates all your data assets. When business changes, data assets update at a fraction of the time and cost.
GRL Generators
Ten tools that manage the complete lifecycle - from defining your business model to generating, governing, and evolving your entire enterprise stack. Each tool maps to a layer of our platform architecture.
See what ontology-driven declarative generation looks like in practice.
Build knowledge graphs without the complexity
Connect Knowledge Graphs to enterprise data & tech stacks, and create and integrate your own custom REST API's, React Apps, Message Queues, and LLM's within a few minutes. When the ontology changes, every generated system updates automatically - no manual re-integration, no broken endpoints.
Transform dead unstructured data with AI-powered extraction
Integrate dead data like PDF's and convert to clean, structured data by using LLM's with GRL Generators. Compliance policies, clinical notes, contracts, regulatory filings - all transformed into governed, queryable knowledge.
Build custom LLM applications with knowledge graph context
Create high performance custom LLM Apps that reduce hallucinations using GRL Generator-created MCP servers. Your AI reasons over your actual data relationships - controlled, governed, and grounded in the ontology.
Automated regulatory & climate reporting platform
Create any type of regulatory reporting, such as Climate-related Financial Disclosures in real time. When regulations change, the ontology updates and the reporting platform rebuilds itself - no re-coding, no compliance gaps.
Real-time data governance across apps, APIs and LLMs
Using ontology and GRL generators all data in APPs, API's, Messages, Search and LLM are kept in sync, governed and controlled in real time. Every generated artefact inherits the same governance rules - provenance, lineage, and audit trails built in from the start.
What our approach saves you
Traditional enterprise programmes cost millions and take years before anyone sees a working system. GRL's declarative generation changes that equation entirely. Because our platform generates rather than codes, every engagement compresses in cost, in time, and in risk. Our engagements scale to scope, not to overhead.
How GRL reduces enterprise risk
The single biggest risk in enterprise technology is not choosing the wrong vendor - it is spending years and millions before you discover the approach does not work. We have engineered that risk out of the process.
Within minutes of defining your ontology, you see generated APIs, applications, and knowledge graphs running. Not a mock-up. Working software.
Connect your own data sources, test real workflows, validate against your compliance requirements. You know whether this works before you commit.
From first definition to enterprise production in approximately six months. Every phase delivers working software, and you can stop at any point.
Financial exposure at every stage is a fraction of what a traditional programme demands.
Each phase is a separate commitment. No multi-year contracts. You proceed only when you have seen enough value.
Everything uses open standards and modern cloud infrastructure. Your ontology, your data, your systems - they belong to you.
Deep domain expertise across regulated and complex industries.
Government
& ESG
ClimateTracker: End-to-End Climate Disclosure Platform
The transactional core of the React Climate app was created in minutes using Graph Research Labs technology, saving the ClimateTracker developers years of backend coding work.
The resulting ClimateTracker platform streamlines climate disclosure reporting, records management & sustainability analysis, and handles unstructured data to meet reporting climate standards such as IFRS S2, NZCS1-3 and AASB S2. It can rapidly create new products for different countries' climate needs and just as importantly keep up to date as the countries change their requirements.
Independent review of Graph Research Labs
Ashleigh Faith, PhD from isADataThing, reviews Graph Research Labs in her Knowledge Graph Technology Showcase Honest Review Series (Winter 2025 E3).
GRL Ontology Library
Our tools work with your ontologies, or we can create one for you. Deploy your ontologies instantly with our Generator tools.
NZ API Specification
Financial Disclosure
Core Data Record
Compliance
Compliance Pack
— enquire for your needs