Your AI agent
powered by your data

Claude, Gemini, Codex, Cursor — connect any agent to Fast.io and give it full access to your workspace files, metadata, and workflows. No copy-paste. No context loss.

Connect any AI agent to Fast.io — workspace intelligence diagram
Real Context

Not just smarter AI — real context + real actions

Most AI tools require you to copy, paste, and explain context. Fast.io gives your agent direct access to your files, metadata, and workflows — so it can act, not just answer.

Full context

Your agent sees every file, folder, and version in your workspace — no manual uploads or copy-paste.

Structured data

Metadata, summaries, tags, and relationships — all accessible via API. Your agent gets structured context, not just raw text.

Take action

Create tasks, move files, trigger workflows, and manage approvals — your agent doesn't just read, it acts.

Your agent doesn't wait for context — it starts with it.

Integrations

Connect any agent in minutes

One MCP server. 251 tools. Connect your favorite AI assistant and give it the power to read, write, search, and act on your workspace.

What your agent can do

Upload and organize files
Search across all documents
Ask questions with RAG
Create and assign tasks
Manage metadata and tags
Share files with clients

Your workspace, fully understood

Your agent doesn't just see file names — it understands content, structure, and relationships. Ask anything about your workspace and get instant, cited answers.

Ask things like

"Summarize everything uploaded this week"
"What's the status of Project Alpha?"
"Find all contracts expiring this quarter"

Your agent connects the dots across your data so you don't have to.

Agent querying workspace files

Turn storage into an intelligent data layer

Fast.io isn't just a place to put files. With intelligence enabled, every document is automatically indexed, summarized, and made queryable — turning your storage into a knowledge base your agent can reason over.

  • Automatic RAG indexing on upload
  • Semantic search across all documents
  • AI-generated summaries and metadata extraction
  • Scoped queries by folder, share, or workspace

Your files become a live knowledge graph your agent can query.

Intelligent data layer

Bring AI directly into client portals

Every client portal becomes smarter with AI inside. Instead of sending files and fielding questions, let your agent guide clients to the answers they need.

  • Answer client questions about shared documents
  • Explain reports, contracts, and data on demand
  • Help clients navigate complex information without your team's time

Example Q&A

"What does section 4.2 of my contract say about renewal?"
"When is my next deliverable due?"
AI-powered client portal

Scoped intelligence in shared folders

Your agent understands structure and permissions. Whether working in a private workspace or a shared folder, it only sees what's in scope — keeping responses relevant and secure.

Folder-level intelligence

Permission-aware responses

Instant folder summaries

Ask

"Summarize everything in this folder"
"What's changed since last Friday?"
Scoped intelligence in shared folders

Make every document interactive

Your files aren't static anymore. Your agent can open any document and start a conversation — summarizing, highlighting key risks, and answering detailed questions with context.

  • Summarize long PDFs instantly
  • Highlight key risks and insights
  • Answer detailed questions with citations
  • Compare documents side by side

Your documents become conversations, not just files.

Interactive document AI
Workflows

From insight to action

Your agent doesn't just find answers — it takes action. Create tasks, trigger workflows, and manage approvals directly from your workspace.

Create tasks

Your agent can create, assign, and prioritize tasks based on what it finds in your files.

Trigger workflows

Kick off approval flows, move files, update metadata, and log activity — all programmatically.

Manage approvals

Route documents for sign-off, track approval status, and notify stakeholders automatically.

Example workflow

1
Agent receives: "Review the Q1 reports and flag any issues"
2
Reads and analyzes all Q1 documents in the workspace
3
Creates tasks for each flagged issue with priority and assignee
4
Logs a worklog entry summarizing what was found and done

Work alongside your agent

Your agent works in the same workspace as your team. Every action it takes — uploads, task creation, file organization — is visible in the activity log. Review, adjust, and collaborate in real time.

  • Full activity log of every agent action
  • Human-in-the-loop approval workflows
  • Real-time collaboration alongside AI
  • Transfer ownership to humans when ready
Working alongside your AI agent

Turn your data into insights

Your agent doesn't just read your data — it understands it. Get instant summaries, spot trends, and surface patterns across your entire workspace.

Ask

"What are the main takeaways from these reports?"
"What trends do you see across Q1 data?"
Data insights from AI agent
Agent-ready

Structured data, built for agents

Fast.io gives your agent more than raw files. Every workspace includes structured, machine-readable data designed for AI consumption.

Metadata

Template-based structured metadata on every file. Define schemas, assign templates, and let your agent read and write key-value metadata programmatically.

Summaries

AI-generated summaries for every document. Your agent can read summaries instead of full files for faster reasoning and lower token usage.

APIs & MCP

Full REST API and MCP server with 251 tools. Your agent gets authenticated access to storage, search, AI chat, tasks, shares, and more.

llms.txt

Machine-readable workspace descriptions following the llms.txt standard. Your agent can discover workspace capabilities and content structure automatically.

Use cases

What you can build

Fast.io is the data layer for your AI agents. Here are just a few things teams are building.

Knowledge Assistant

An agent that answers questions about your company's documents, policies, and projects — with citations.

Client-Facing AI

Embed AI into client portals so customers can self-serve answers about their shared files and deliverables.

Automated Workflows

Agents that monitor uploads, extract data, create tasks, and route documents for approval automatically.

Document Intelligence

Summarize contracts, flag risks, compare versions, and extract structured data from any document type.

Business Insights

Ask questions across your entire data set — surface trends, anomalies, and key takeaways from hundreds of files.

Developer Agents

Build agents that manage project files, track deployments, organize artifacts, and maintain documentation.

Built for agents from the ground up

Most storage tools were built for humans. Fast.io was designed with agents as a first-class user.

Most storage tools

  • Manual file uploads via web UI
  • No AI indexing or search
  • No structured metadata
  • No agent authentication
  • Siloed from workflows

Fast.io

  • Full API + MCP with 251 tools
  • Automatic RAG indexing and semantic search
  • Template-based structured metadata
  • Agent-native auth (API keys, PKCE, JWT)
  • Built-in tasks, approvals, and worklogs
Background

Bring your agent to Fast.io

Give your AI agent real workspace data, structured context, and the tools to act. Free plan includes 50 GB storage and 5,000 monthly credits.