# Fylle — Content Intelligence for AI-Native Teams
> Fylle (founded 2024, Milan) is an AI-native content intelligence
> system. It structures company knowledge into a persistent, governable
> memory layer for AI — with neural context graphs, compound intelligence
> through feedback loops, and universal interoperability via MCP
> (Model Context Protocol). The AI changes, the structured context stays.

## Product
- [How Fylle Works](https://fylle.ai/#engine): Neural Structure, Compound Intelligence, Universal Interoperability — three capabilities no other platform combines
- [.fylle Protocol](https://fylle.ai/protocol/): Open standard (Apache 2.0) for packaging, sharing, and deploying AI agents across any platform
- [Agent Builder](https://fylle.ai/protocol/builder): Visual tool for creating .fylle agent packages — define identity, model, prompt, tools, guardrails and export
- [Lehve](https://lehve.fylle.ai): LinkedIn intelligence tool for personal branding, powered by Fylle structured context

## Journal
- [What Can't Be Said Must Be Trained](https://fylle.ai/journal/what-cant-be-said-must-be-trained/): The line between context engineering and fine-tuning is verbalizability
- [The 7% That Does the Work](https://fylle.ai/journal/the-7-percent-that-does-the-work/): A compact workspace inside language models carries disproportionate causal leverage
- [AI's Value Already Shifted. We're Still Looking in the Wrong Place.](https://fylle.ai/journal/ai-value-already-shifted/): AI value is shifting from models to orchestration, but orchestration cannot fix thin context
- [Il valore dell'AI si è spostato](https://fylle.ai/it/journal/il-valore-ai-si-e-spostato/): Original Italian version of AI's Value Already Shifted
- [Context Engineering for Marketing](https://fylle.ai/journal/context-engineering-for-marketing/): Why context engineering beats prompt engineering as the durable marketing AI moat
- [Context Engineering per il Marketing](https://fylle.ai/it/journal/context-engineering-per-il-marketing/): Italian translation of Context Engineering for Marketing
- [The Moat Is Memory](https://fylle.ai/journal/the-moat-is-memory/): Software is moving from tools that forget to systems that remember
- [Il vantaggio è la memoria](https://fylle.ai/it/journal/il-vantaggio-e-la-memoria/): Italian translation of The Moat Is Memory
- [Agent Orchestration](https://fylle.ai/journal/agent-orchestration-marketing/): Why coordinating multiple AI agents is becoming a core marketing leadership skill
- [Agent Orchestration: la Skill fondamentale per i Marketing Leaders](https://fylle.ai/it/journal/agent-orchestration-marketing/): Italian translation of Agent Orchestration
- [Why Most AI Marketing Projects Fail](https://fylle.ai/journal/why-ai-marketing-projects-fail/): Why isolated AI tools fail without shared context and integration
- [Perché la Maggior Parte dei Progetti AI di Marketing Fallisce](https://fylle.ai/it/journal/perche-progetti-ai-marketing-falliscono/): Italian translation of Why Most AI Marketing Projects Fail
- [Vibe Marketing Is a Context Problem](https://fylle.ai/journal/vibe-marketing-context-problem/): Vibe marketing succeeds when the AI actually knows the brand
- [Vibe Marketing è un Problema di Contesto](https://fylle.ai/it/journal/vibe-marketing-problema-di-contesto/): Italian translation of Vibe Marketing Is a Context Problem
- [Infrastructure Declares Its Politics](https://fylle.ai/journal/infrastructure-declares-its-politics/): Why AI infrastructure choices about context ownership, portability and interoperability are political decisions
- [L'infrastruttura dichiara la sua politica](https://fylle.ai/it/journal/infrastruttura-dichiara-la-sua-politica/): Italian translation of Infrastructure Declares Its Politics
- [A Portable Format for Agents](https://fylle.ai/journal/a-portable-format-for-agents/): Why we built the .fylle protocol and why we gave it away as open source
- [Un formato portabile per gli agent](https://fylle.ai/it/journal/un-formato-portabile-per-gli-agent/): Italian translation of A Portable Format for Agents
- [Anthropic Just Leaked Our Expiration Date](https://fylle.ai/journal/anthropic-just-leaked-our-expiration-date/): How Anthropic's memory features validated our architecture thesis
- [Anthropic ha svelato la nostra data di scadenza](https://fylle.ai/it/journal/anthropic-ha-svelato-la-nostra-scadenza/): Italian translation of Anthropic Just Leaked Our Expiration Date
- [I Hate Reinventing the Wheel](https://fylle.ai/journal/i-hate-reinventing-the-wheel/): The Fylle foundation story — from content agency to AI infrastructure company
- [Odio Reinventare la Ruota](https://fylle.ai/it/journal/odio-reinventare-la-ruota/): Italian translation of the Fylle foundation story

## Integrations
- [MCP Server](https://mcpserver-production-6cd0.up.railway.app/mcp): Fylle's Model Context Protocol server — access structured context, cards, and briefs from Claude, ChatGPT, Cursor, or any MCP-compatible tool
- [GitHub](https://github.com/FylleAI/.fylle): Open-source .fylle protocol repository

## Company
- [About Fylle](https://fylle.ai/): Milan-based AI company, Fylle S.R.L., Via Bovisasca 85, 20157 Milano
- [Contact](mailto:contact@fylle.ai): contact@fylle.ai
- [LinkedIn](https://www.linkedin.com/company/fylle-ai): Company page