Enterprise Knowledge Agent
SCOUT navigates your organization's knowledge like Claude Code navigates a codebase—learning where information lives, reading full documents instead of chunks, and getting smarter with every query. Ask in plain English, get grounded answers fast.
Knowledge retrieval that actually understands context
Full-document retrieval
No more lost context from chunked embeddings. Scout reads entire documents, preserving the relationships between sections, tables, and references that chunks destroy.
Continuous learning
With every query, Scout gets smarter. It learns from every question, every correction, and every edge case your team uncovers and incorporates those insights into future responses.
Customized intelligence
This is not a data dump. Scout activates your knowledge by delivering answers grounded in your team's definitions, your folder structures, and the corrections and clarifications that only come from real usage.
No retraining needed
Scout improves without fine-tuning, retraining, or expensive GPU jobs. The underlying model stays the same while the context around it evolves—learning compounds for free.
- Awareness: Knows what sources exist, where they are, and what they contain
- Search: Predictable and fast with grep-like search across file contents
- Read: Full documents with complete context, no chunked embeddings, no lost nuance, no hallucinated connections
- Learn: Every interaction teaches Scout where information lives and how sources relate, so knowledge compounds over time
