Enterprise IQ builds a governed intelligence layer across your entire data estate — structured and unstructured, department to department. It unites Data and document intelligence, context management, federated orchestration, and interfaces your teams will actually use. Not in a pilot. In production, across your enterprise, in 12 weeks.
You've invested in the models. You've evaluated the platforms. And yet — AI adoption across your organization remains stubbornly low.
The models don't understand your business. They don't know that "revenue" means something different in services vs. product. They don't know the relationships between your ERP, CRM, support tickets, and contract terms.
Every component is production-ready and deployed. No vaporware. No roadmap items. This is what exists today.
Ask a question in plain English. DataIQ generates SQL, validates it, executes it, and returns results with auto-detected visualizations. Supports 11 database types — your data stays where it is.
32+ file types. 4 search modes. A research agent that reasons across multiple documents. And automatic knowledge graph construction that maps entities and relationships across your entire document estate.
ContextIQ sits between the user and the engines. It classifies intent — is this a data question? A document question? Both? — and routes accordingly. When both engines are needed, it queries them in parallel and synthesizes a unified answer.
"Why did our deal close rate drop?" → ContextIQ routes to DataIQ (pipeline numbers), DocIQ (competitive intel, contract terms), and synthesizes an answer that no single system could produce.
Your enterprise doesn't use one AI model or one vendor. ContextForge is a federated MCP gateway that governs all of it through a single control plane.
30+ models across 8 providers — switchable per message. Custom agents with @-mention invocation. A visual workflow editor for no-code intelligence automation. Voice chat. Canvas mode. 7 languages. Built-in tools for web search, code execution, visualization, and more.
The admin interface for the entire platform. MCP server management, 135+ server catalog, virtual server composition, query builder, training data management, schema browser, document management, collection RBAC, knowledge graph visualization, user management, system configuration, and an interactive API explorer.
Every enterprise buyer asks "how do I manage this?" EIQ Console is the answer.
| Build It | Hyperscalers | Ent. Analytics | Dept. BI | Enterprise IQ | |
|---|---|---|---|---|---|
| Time to value | 18-24 mo | 6-12 mo | 6-18 mo | 1-3 mo | 8-12 weeks |
| Understanding layer | You build it | You build it | Partial | None | ContextIQ |
| Knowledge graphs | Custom | No | $$$ add-on | No | Automatic (DocIQ) |
| Struct + unstruct | Custom | Separate | Partial | No | DataIQ + DocIQ |
| Multi-LLM | Custom | Locked | No | No | 30+ models, 8 providers |
| MCP-native | No | Emerging | No | No | 135+ servers |
| Mid-market fit | Expensive | Complex | Expensive | Limited | Purpose-built |
Talk to our team about building an intelligence layer that comprehends your data estate — structured and unstructured, governed and scalable, operational in 12 weeks.
Custom scoping · Proof of concept available · SOC 2 certified