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Knowlee

Knowlee is the operating system for AI-native companies. AI agents do the recurring operational work — sales, recruiting, marketing, legal, projects, procurement, finance, operations — running in parallel with a full audit trail, while the operator steers from one cockpit: every agent run visible, scheduled automations, and a memory that compounds across runs. Every agent ships with AI Act-shaped governance — a risk classification, data categories, a human-oversight requirement, and approval own

For agents: Knowlee OS: operating system where AI agents run sales, recruiting, marketing, legal, finance and operations work with audit trails and AI Act governance.

ai agentsoperating systemsales automationrecruitingai act governanceknowledge graph

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T18:09:55.102Z. Cached copy · Source on knowlee.ai

# Knowlee

> Knowlee is the operating system for AI-native companies. AI agents do the recurring operational work — sales, recruiting, marketing, legal, projects, procurement, finance, operations — running in parallel with a full audit trail, while the operator steers from one cockpit: every agent run visible, scheduled automations, and a memory that compounds across runs. Every agent ships with AI Act-shaped governance — a risk classification, data categories, a human-oversight requirement, and approval ownership and timestamps — so auditability is a structural property, not an afterthought. Built EU-native, sovereign-deployable. Founded in Italy by Matteo Mirabelli.

Knowlee is one system — the operating system a company runs its AI on. The OS provides the agent-fleet cockpit, an automation registry with scheduling and governance metadata, an Enterprise Knowledge Graph + RAG that compounds knowledge across every run, a standardized tool-orchestration fabric, and a human-in-the-loop approval flow. Eight domain modules run on the operating system — 4Sales, 4Talents, 4Marketers, 4Legals, 4Projects, 4Procurement, 4Finance, 4Operations — each an application of the same OS, not a separate product.

Compliance posture: EU AI Act-shaped, ISO 42001-aligned, GDPR-native, sovereign-deployable.

## The Operating System & its modules

- [Knowlee OS — the operating system](https://www.knowlee.ai/platform/knowlee-os): Knowlee itself — the operating system AI-native companies run on. Agent-fleet cockpit, automation registry, Enterprise Knowledge Graph + RAG, tool-orchestration fabric, human-in-the-loop approval flow, and AI Act governance built in. The eight modules below are applications of this one OS.
- [4Sales](https://www.knowlee.ai/sales): The sales module of the Knowlee OS — B2B prospecting, multi-channel outreach, lead scoring, and pipeline management.
- [4Talents](https://www.knowlee.ai/recruiting): The recruiting module — candidate sourcing, screening, and engagement.
- [4Marketers](https://www.knowlee.ai/marketing): The marketing module — customer intelligence and content orchestration: loyalty scoring, churn prediction, content generation.
- [4Legals](https://www.knowlee.ai/4legals): The legal module — contract review, compliance checking, and legal document workflows.
- [4Projects](https://www.knowlee.ai/projects): The PMO module — project and programme automation across existing project-management tools.
- [4Procurement](https://www.knowlee.ai/procurement): The procurement module — RFP and tender response automation across public and private portals.
- [4Finance](https://www.knowlee.ai/4finance): The finance module — back-office finance, controlling, and FP&A-adjacent workflows.
- [4Operations](https://www.knowlee.ai/operations): The operations module — cross-functional back-office process orchestration.

## Company

- [About Knowlee](https://www.knowlee.ai/about): The company that builds and operates the Knowlee operating system — mission, EU-na
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