The Hakoona platform

Business meaning.
Built in.

An enterprise context layer that makes business knowledge accessible, connects it to your data, and puts it to work for people and AI.

The enterprise context layer Connected by meaning
Business knowledge connects your data and AI Business experts contribute their knowledge to Hakoona’s enterprise context layer, which connects existing data systems with AI and business applications. Business knowledge AI agents Your apps hakoona BUSINESS CONTEXT Your existing data ERPCRMDATA PLATFORMSLLMs
Your knowledge. Your systems. One shared context.

01 / Ontology builder

The business model.
By the business.

An ontology is a shared model of what your business means. Your experts shouldn’t need to become specialists in ontology technology to maintain it.

Hakoona lets them structure the concepts, relationships, and rules they know, in a way the rest of the organisation can use.

  • Capture knowledge with the people who understand it
  • Make definitions and relationships explicit
  • Use AI assistance to curate and enhance the model
Business knowledgeIllustrative model
CONCEPTSupplierA business we buy from
supplies
CONCEPTMaterialUsed to make a product
is used in
CONCEPTProductWhat our customers buy
Shared definitions. Explicit relationships. Useful context.

02 / Business access

Put your experts
in the picture.

The people who know the business can help maintain its knowledge. The people who need answers can explore it in natural language.

Give them a shared understanding without giving up control. Hakoona combines business access with granular permissions and data kept within your environment.

  • Business experts maintain the knowledge they know
  • Ask natural-language questions across connected datasets
  • Control access at a granular level
From a question to its context

“Which suppliers support
our critical products?”

An answer needs more than a table. It needs to understand what “supplier”, “supports”, and “critical product” mean in your business.

  1. 01 Understand the business definitions
  2. 02 Follow the relationships
  3. 03 Query the connected data

Illustrative question · explore your use case in a demo

03 / Knowledge graph & master data

Your systems differ.
The meaning shouldn’t.

Connect your business model to the data that represents it. Build a knowledge graph and an interoperability layer across existing systems.

Bring master and reference data flows into that shared context. Reconcile data across sources rather than leaving every team to work out the meaning again.

  • Connect business concepts to source data
  • Query across federated datasets
  • Support master and reference data management
A common understanding
ERPvendor_id
CRMaccount_id
Procurementsupplier_id
Shared business conceptSupplier

Illustrative mappings across systems

Context for enterprise AI

Give AI the knowledge
your business runs on.

Connect and orchestrate AI agents around your business context. Federate LLMs to complement enterprise models with knowledge from the business and insights beyond the ontology.

Bring your architecture and requirements to a demo. We’ll discuss how Hakoona can fit your environment.

Explore your AI use case

See it for your business

Bring a question.
We’ll bring the context.

Book a platform demo Discuss platform licensing