FineGrained
FineGrained creates digital proxies for team members, trained on their code, documents, tickets, and communication style, that answer questions on their behalf and join meetings in their place. The system connects to existing work tools like GitHub, Notion, Slack, and Jira to capture institutional knowledge that would otherwise be lost. Proxies surface issues, flag decisions requiring human input, and continue answering questions even after an employee departs.
- AI Agents
- Artificial Intelligence
- Enterprise Software
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Organizations have become faster at execution through AI, but not faster at aligning. Roughly 80% of a company's knowledge lives only in people's heads, forcing teams into meetings and interrupting engineering managers for nearly six full weeks per year just to answer questions. When people leave, their knowledge walks out the door, and teams must rediscover the same hard lessons.
Solution
FineGrained gives every person on a team a digital proxy trained on their code, documents, tickets, and the way they think. These proxies answer questions on a person's behalf, join meetings in their place, and loop the human in only when they are truly irreplaceable. The system connects to existing work systems and enriches the captured context through conversations, so answers are grounded in sources and delivered in the individual's own voice. A new PM can get answers from a manager's proxy instantly, weekly syncs can be run by proxies that surface issues and flag decisions, and a departing senior engineer's proxy can keep answering questions indefinitely.
Target Audience
Primary customers are knowledge-worker teams—especially engineering and product organizations—that need to preserve institutional knowledge and reduce alignment overhead as they scale.
Features
- Digital proxies per team member trained on individual work artifacts (code, documents, tickets) and conversational style
- "Find Who Knows It" tool that identifies the most knowledgeable proxy for any given topic
- Grounded answers with source citations linked to internal references like conference docs, PRs, and tickets
- Meeting participation by proxies that provide updates, surface issues, and flag only human-required decisions
- Continuous capture of team knowledge that persists beyond employee departure
- Integration with GitHub, Notion, Google Workspace, Slack, Teams, Linear, and Jira to build an initial knowledge map
- Proactive enrichment sessions that surface up to 5 questions teammates might ask, answerable by text or voice
- Proxy monitoring interface allowing users to rate answers, add context, and provide feedback to refine communication style