The Missing Foundation Behind Every Successful Enterprise AI Strategy
Unify your enterprise content into a single, governed foundation that AI can actually reason over.
Key Benefits for Enterprise IT
- Reduces time to deployment for new AI initiatives from months to weeks by building on a shared knowledge foundation
- Cuts the engineering cost of each new AI use case by eliminating redundant pipelines and custom RAG builds
- Lowers AI project risk with built-in quality scoring that measures answer accuracy, groundedness and relevance before it reaches users
The Challenges Behind Every Stalled AI Initiative, Solved
How an Agentic Knowledge Layer removes the infrastructure, governance and data fragmentation barriers that hold enterprise AI back.
Core Problems Developers Face vs. How Agentic RAG Solves This
Why Enterprise AI Initiatives Stall
What Changes with the Right Foundation
Fragmented Data Foundation
Unstructured content is scattered across SharePoint, Google Drive, PDFs and systems of record, making accurate AI answers impossible
Unified Agentic Knowledge Layer
A single, continuously synced knowledge foundation ingests across 60+ formats, along with every source AI needs to reason over
Every Use Case Requires a Rebuild
Each new AI initiative forces a bespoke build, resetting the data foundation and slowing the roadmap
Ingest Once. Power Everything.
One knowledge layer supports every AI use case (search, assistants, automation and more) with no redundant pipelines or rebuilds needed
No Trust in AI Outputs
Hallucinations, missing citations and unverifiable answers prevent adoption in regulated or mission-critical workflows
Grounded, Traceable Answers
Every response is sourced, cited and audit-logged, giving IT the accountability needed to deploy AI with confidence
Key Use Cases
Enterprise Knowledge Search
Gives employees instant answers from across SharePoint, Google Drive and internal systems without opening a new ticket.
Cross-Department AI Experiences
Powers customized AI assistants for HR, legal and finance teams from one governed knowledge layer, no redundant builds required.
IT Helpdesk Automation
Resolves common requests automatically by surfacing the right answer from SOPs and support docs before a ticket is created.
Key Capabilities
The features behind a scalable enterprise AI strategy.
Agentic Knowledge Layer
Unified, governed retrieval foundation that powers every AI use case from a single, continuously updated knowledge base
Multi-Source Ingestion
Ingests from SharePoint, Google Drive, business apps, PDFs and video so AI always works from your most current content
REMi Quality Scoring
Continuously assesses answer accuracy, groundedness and relevance before AI outputs reach your users
Integrations
Works with the infrastructure your IT team already manages.
Data Ingestion
- Documents (PDF, DOC, PPT, TXT)
- Media (video, audio)
- Web content (HTML, knowledge bases)
- Agents continuously update
LLMs
- OpenAI
- Anthropic
- Amazon
- Meta
- Mistral
- Hugging Face
- DeepSeek
- Bring-Your-Own
Sync Agents
- AWS S3
- Microsoft SharePoint
- Google Drive
- Dropbox
- Progress® ShareFile® software
Model Context Protocol (MCP)
- Business applications
- CRM
- CMS
- Customizable retrieval
Start Building with Agentic RAG
Launch grounded, agent‑driven AI experiences faster—without managing retrieval infrastructure.