Wire Your Enterprise Data for AI — Across Every Use Case, Industry, and Role

Use Case

AI Analyst

Data and business analysts build production-ready data products 10x faster — from question to trusted, governed insight in minutes, not hours.

Key Benefits:

• Ask questions in plain English across every data source
• Build, validate, and iterate analysis without SQL or engineering tickets
• Publish governed data products for reuse across teams and tools

Ideal For: Data analysts and business analysts who need to move from question to production-ready insight, fast.

Use Case

Talk to All Your Data

Business users and executives ask questions through Claude, ChatGPT, or other AI tools — and get trusted, explainable answers from all their enterprise data. All technical complexity abstracted away.

Key Benefits:

• Ask questions through the AI tools your teams already use
• Get answers that span every data source — CRM, warehouse, SaaS, and more
• Every answer comes with lineage and confidence scoring you can present to leadership

Ideal For: Business users and executives who need instant, trusted answers without learning a new tool or filing a ticket.

Use Case

AI-Ready Data

Give every agent, API, and application governed access to all your enterprise data through a single integration — with full business context and validation built in.

Key Benefits:

• Connect once via MCP or API — every agent gets governed, contextual data access
• Zero-copy federation with full lineage, access controls, and confidence scoring
• Deploy agents to production in weeks, not months — with governance built into the data layer

Ideal For: Platform teams, AI engineers, and data architects scaling agent infrastructure across the enterprise.

Industry

Energy & Utility

Deliver operational efficiency and customer insights from legacy and modern systems — instantly, securely, and at scale.

Industry

Financial Services

Enable risk assessment, regulatory reporting, and customer analytics across complex hybrid data environments.

Industry

Healthcare & Life Sciences

Accelerate research and improve patient outcomes with contextual access to clinical and operational data.

Industry

Manufacturing

Power supply chain, quality, and production analytics with real-time access and global scale.

Industry

Retail & CPG

Unlock unified insights across POS, e-commerce, and supply chain systems for omnichannel excellence and margin optimization.

Industry

Technology & Telecom

Analyze product performance, customer health, and engineering productivity across distributed systems — without compromising speed or governance.