UniversalContext provides an AI value layer that aggregates documents, meetings, and conversations into a single shared context, enabling organizations to leverage any large language model without vendor lock‑in. Its model‑agnostic architecture offers a unified interface to access GPT‑5, Claude 4, Gemini 2.5, Grok 3, and other LLMs, automatically handling model fallback and migration. The platform also includes connectors, adoption tracking, meeting intelligence, and enterprise security to support comprehensive organizational intelligence.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations struggle with fragmented knowledge because each employee uses separate AI assistants and siloed document systems, making it difficult to locate information, maintain consistency, and leverage collective intelligence.
Solution
UniversalContext provides an AI value layer that aggregates documents, meeting transcripts, and conversational data into a unified, organization-wide knowledge graph. The platform is model‑agnostic, allowing users to query any major LLM (GPT‑5, Claude 4, Gemini 2.5, Grok 3) through a single interface with automatic fallback and zero vendor lock‑in. Advanced agentic workflows continuously ingest new content, surface contradictions, and surface relevant insights, while enterprise‑grade security and integration capabilities keep data under the organization’s control. The result is instant, plain‑language answers across the entire knowledge base, accelerating decision‑making and reducing time spent searching for information.
Target Audience
Primary customers are knowledge‑intensive enterprises such as consulting firms, healthcare and life‑science companies, legal and compliance teams, and large corporate departments that need unified, searchable organizational intelligence.
Features
- Model‑agnostic architecture supporting all major LLM providers with automatic fallback and no code changes required
- UniversalContext Map knowledge graph that links documents, meetings, and tools into a single searchable context
- AI‑powered document intelligence for instant answers from any uploaded file
- Live transcription and meeting intelligence that turns meeting content into actionable data automatically
- Advanced agentic workflows that monitor for contradictions, compliance issues, and emerging insights
- 500+ pre‑built connectors to ingest data from existing enterprise systems
- Adoption dashboard (AdoptAI) that tracks usage, gamifies engagement, and drives organization‑wide AI adoption
- Enterprise security controls ensuring data ownership, encryption, and granular access management