Business modelling
Define concepts, class hierarchies, properties, constraints and rules. Derive model proposals from schemas or documents and validate them with business owners.
AVENRIX / ONTOLOGY PLATFORM
Give AI a shared business understanding.
Model business concepts, relationships and rules so agents can reason with context, reusable capabilities and explicit quality checks.
AVENRIX / ONTOLOGY
L6HarnessQuality contracts & regression
L5MemoryBeliefs, goals & experience
L4ContextPersistent business state
L3SkillsCapabilities & orchestration
L2BridgeCross-domain alignment
L1BusinessConcepts, relationships & rules
Governed meaning. Validated execution.
ENTERPRISE AI / OVERVIEW
Business meaning should travel with your data. Define a shared semantic foundation across systems, then connect it to reasoning, agent orchestration and repeatable validation.
CAPABILITIES
Business meaning. Built into every layer.
Cross-domain alignment
Map related concepts across departments while preserving local model ownership. Detect conflicts before using a shared result.
Reasoning & explanation
Select supported formal, statistical and language-based methods for the task. Review the facts, rules and evidence behind a result.
Persistent context & memory
Retain relevant task state and semantic subgraphs. Use the BDI model for business beliefs, goals, plans and reviewed experience.
Managed skills
Define inputs, outputs, dependencies and triggers. Route intent to the right capabilities and retain observable execution records.
Harness & quality gates
Register expected outputs, boundary cases and failure behaviour. Run regression checks and trace defects to data, rules and versions before promoting a release.
HOW IT WORKS
A clear path to useful AI.
Define
Choose the business question and acceptance standard.
Model
Build the smallest useful semantic model.
Reason
Apply approved facts, rules and capabilities.
Validate
Check results and release reviewed changes.
SIX CAPABILITY LAYERS
Shared meaning.
Connected execution.
Core business concepts connect to domain mappings, managed skills, persistent context, memory and quality gates.
The six capability layers describe the platform architecture. Each pilot uses the model and reasoning methods appropriate to its business question.
Read the platform guide ↗AVENRIX / ONTOLOGY
L6HarnessQuality contracts & regression
L5MemoryBeliefs, goals & experience
L4ContextPersistent business state
L3SkillsCapabilities & orchestration
L2BridgeCross-domain alignment
L1BusinessConcepts, relationships & rules
Governed meaning. Validated execution.
WHERE TO START
Choose a workflow. Prove the value.
Supply planning
Connect materials, bills of materials, orders, demand and risk indicators in a reviewed model.
Procurement intelligence
Link supplier information, contract rules and price comparisons to shared business definitions.
Knowledge-intensive operations
Support domain queries and explainable assistance in energy, legal and research workflows, with specialist review.
DEPLOYMENT & GOVERNANCE
The right boundary
for your business.
Hosting regions, model endpoints, data transfers and service responsibilities are agreed for each deployment.
Managed cloud
Validate a scoped scenario without running your own application servers.
Customer-hosted application
Run the business application in your environment; confirm where reasoning services operate.
Full private deployment
Agree a wider application and reasoning boundary, subject to licence and infrastructure scope.
Least-privilege accessHuman approval for key decisionsTraceable executionBusiness-owner acceptance
START WITH ONE WORKFLOW
Build your next
business advantage.
Bring your use case. We’ll map the systems,
controls and acceptance criteria together.