New playbook for building AI systems of intelligence that scale.
Read the playbook

Make your data AI ready.

Build industry-defining models, agents, and applications on a foundation of clean, contextualized, and reliable data.

Make your data AI ready.

See how autonomous agents build your AI-ready data foundation.

Our platform uses autonomous agents to transform your chaotic, raw data into a clean, contextualized, and AI-ready asset.

Ingestion and cleaning

An intelligent agent connects to your disparate sources, normalizes raw data, and automatically monitors for schema and pipeline changes, ensuring your data stays clean.

Contextualization

Mapping and quality agents add deep semantic context by building an industry-specific ontology and linking related entities across all your systems.

Create your intelligent data foundation

Autonomous agents create the three key components that make your data AI-ready. These are the essential pieces that are absent in raw data but are required for AI to succeed.

Business/Data catalog
Translate your data for humans and AI. We create a simple, readable guide so everyone knows what your data means and how to use it.
Knowledge graph
Connect the dots in your data. We map the hidden relationships between customers, products, and systems so your AI can understand the ‘who, what, and why’ of your business.
Semantic index
Enable smarter search. We create an index that understands intent, not just keywords, so you can find the exact information you need, instantly.

From insight to action

Your Intelligent Data Foundation (MCP) is now active, packaging your data into structured tools, resources, and prompts that autonomous agents use to deliver results.

Tools
Structured capabilities agents can execute. Example – Entity Resolution Tool “Find all related parties for ‘Acme Trading LLC’ across global watchlists.”
Resources
Contextual knowledge agents can reference. Example – AML Policy “Transactions over $10,000 from high-risk jurisdictions require enhanced due diligence.”
Prompts
How agents use tools and resources to act. Example – Prompt “New high-risk transaction alert for an entity matching a sanctioned individual.”
Retail & CPG

Our retail ontology provides an integrated view of products, stores, shoppers, and promotions to maximize revenue.

Industrial

The industrial ontology connects assets, sensor data, and work orders to deliver a holistic perspective of your manufacturing process.

Financial Services

Our financial services ontology links accounts, entities, transactions, and events to streamline compliance.

Enterprise IT

The Enterprise IT ontology creates a unified map of your technology landscape, connecting servers, applications, users, and incidents.