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OPERATIONAL KNOWLEDGE LAYER — EST. 2026v0.8.2 · PRIVATE BETA

( Thesis )

Not another chatbot.

Every AI agent needs a brain.

Operating systems abstracted hardware. Databases abstracted storage. Cloud abstracted infrastructure. Foundation models abstract reasoning.

But no AI agent knows how your company actually works — who owns what, why a decision was made, which workflow to follow. Lore builds that brain: a living knowledge graph of your organization's people, systems, and decisions, continuously maintained as your company changes.

Living knowledge graphSemantic + graph + lexicalCLI · API · MCPGrounded, cited answersBuilt for humans and agents

( What ships )

Two surfaces, live in private beta.

SHIPPING

Lore CLI

Local-first command line. Query your Company Brain — ask, sync, and inspect context without leaving your shell.

90%
SHIPPING

Company Brain API

Hosted knowledge runtime. Semantic, graph, and lexical retrieval over HTTP — the same brain your CLI talks to.

85%
UPCOMING

Lore SDKs

First-class libraries for TypeScript, Python, and Go — so agents can query the Company Brain natively.

25%

( Roadmap )

Humans, then teams, then agents.

TODAY

Connected Knowledge

Every commit, doc, and decision pulled into one living knowledge graph.

NEXT

Skills & Workflows

Lore discovers the procedures your team already follows and turns them into reusable Skills agents can safely execute.

SOON

Verified Operational Memory

Company knowledge that's checked, current, and safe for an agent to act on — not just search.

2026+

Agent Runtime

The operational knowledge layer AI agents query before they act.

Get on the list.

First access to the Lore CLI and the Company Brain API. New invites every week. No noise.

Join waitlist →
COMPANY BRAINKNOWLEDGE GRAPHSKILLSWORKFLOWSDECISIONSOPERATIONAL MEMORYCONTEXTRELIABLE AUTOMATIONCOMPANY BRAINKNOWLEDGE GRAPHSKILLSWORKFLOWSDECISIONSOPERATIONAL MEMORYCONTEXTRELIABLE AUTOMATION

( THE LIVE DEMO )

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( HOW IT WORKS )

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01

Connect

One OAuth click links GitHub and Notion — live today, with more connectors on the way.

02

Index

Every commit, PR, page, and doc is parsed, embedded, and woven into your team's knowledge graph in real-time.

03

Search

Ask anything in plain English — who owns this module, why a decision was made, what changed last sprint.

04

Recall

Get precise answers cited back to the exact PR, commit, or message — with the people and context behind them.

GitHub /Notion /Slack /Jira /Linear /Confluence /Google Drive /Teams /GitHub /Notion /Slack /Jira /Linear /Confluence /Google Drive /Teams /GitHub /Notion /Slack /Jira /Linear /Confluence /Google Drive /Teams /GitHub /Notion /Slack /Jira /Linear /Confluence /Google Drive /Teams /

( THE FOUNDERS )

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TK

Tharun

Backend & Infrastructure

I got tired of spending 30 minutes finding who last touched a broken service. Lore.ai is the tool I wished I had on day one.
VS

Vishnu

AI & Frontend

Context-switching between GitHub, Slack, and Notion to piece together past decisions kills productivity. We're fixing that.

( ONE MORE THING )

Give your AI agents a brain.

Connect GitHub or Notion →