AI & Agents

AI that knows your work
and gets it done

Loop Agent is the AI assistant built into FabricLoop. It lives in your channels, works across your whole workspace and draws on a knowledge store built from it. Message an agent in any channel and it replies, with no slash commands. On iPhone, Voice AI lets you create tasks and summarize today’s messages without a keyboard.

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Free forever for small teams · No credit card · Set up in about 60 seconds
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Agents
Author automations for this workspace. Each agent needs a home channel; iOS consumes runs and questions.
Spend leaderboard (30d) — highest first.
Datadog (US1)
#channel · read_only · Balanced · GPT-5.6 Terra · $0.00 / 30d
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Competitive Research
#Product · read_only · Thorough · GPT-5.6 Sol · $0.00 / 30d
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Loop Agent
#Product · read_write · Balanced · GPT-5.6 Terra · $0.00 / 30d
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Onboarding Concierge
#Marketing · read_only · Thorough · GPT-5.6 Sol · $0.00 / 30d
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In channel

Just message the agent. It replies in thread

Apps and agents are participants in the conversation. Ask in the channel where the team already works — they answer in thread. No /bot syntax, no separate command palette. @Jira, tell me what tasks I have today. @Datadog, what’s paging right now. @Competitive Intelligence, tell me about the latest model from Anthropic. @Loop Agent, summarize this thread into a note.

01
Any channel, same habit
Talk to an app or agent like a teammate — in DMs or Groups.
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No slash commands
If people have to memorize syntax, they will not use the automation.
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Context stays in the thread
The agent sees the conversation. Replies land where everyone can follow.
#eng
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Maya9:14
@Jira tell me what tasks I have today
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JiraApp9:14
You have 3 due today: Review Q2 pricing (5pm), Ship onboarding email, and Approve vendor contract.
#product
AD
Alex9:16
@Competitive Intelligence tell me about the latest model from Anthropic
CI
Competitive IntelligenceAgent9:16
Anthropic’s latest is Claude Opus 4.1 — stronger long-context coding than Sonnet, same API. I filed a one-pager in Notes if you want to share it.
#ops
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Chris9:21
@Datadog what’s paging right now?
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DatadogApp9:21
One active page: api-gateway latency p99 above 800ms for 12 minutes. I posted the graph in the thread.
#product
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Alicia9:28
@Loop Agent summarize this thread into a note
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Loop AgentAgent9:28
Drafted “Q2 pricing follow-ups” in Notes — three decisions, two open questions. Confirm and I’ll file the tasks.
Loop Agent

Knows your work, gets things done

01
Ask across tasks, notes, and threads
Get answers grounded in your Groups — not a blank chat window.
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Turn any message into work
One action turns a message into a task, note, or news post — AI drafts it from the conversation so you confirm and send.
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Create tasks and draft updates
Turn natural language into assigned tasks and notifications.
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Summarize calls and conversations
Close the loop so the team sees what changed.
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Human-in-the-loop by design
Agents assist; people stay accountable for the send.
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Learns as you work
It remembers how you work and suggests what is next, surfacing related context and tasks before you ask.
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Deep search
Ask something complex and it checks your workspace and the web for the answer.
Models

The best model, picked for you

Your agents can run on models from Claude, Gemini, OpenAI and Grok. For agent tasks, the auto model picker chooses the best one, so nobody on your team has to. Model costs are billed directly at provider rates.

ClaudeGeminiOpenAIGrok
01
Anthropic Haiku / Sonnet / Opus
A capability ladder, not just speed — Haiku is fastest and cheapest, Sonnet balances cost and capability, Opus is the most capable and most expensive.
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OpenAI GPT-5.6 Sol / Terra / Luna
OpenAI’s official GPT-5.6 tiers — Sol is the flagship, Terra balances cost and capability, Luna is the fastest and cheapest.
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Google Gemini
Gemini models are also available for agent tasks. The auto model picker can choose between Claude, Gemini, OpenAI and Grok for you.
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Grok
Grok models from xAI are also available for agent tasks.
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Example costs
Summarizing a 50-message thread is typically a few cents. A light 20-person workspace is often in the $5–$20/month range. Hard spending limits live in Settings → Billing.
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Direct model billing
Free includes test-only credits. Paid plans bill production usage as you go. Bring-your-own provider key is on the roadmap, not available today.
MCP

Bring your own AI. Revoke access any time

Use Claude, ChatGPT or Cursor with your workspace. Through MCP, an open standard for connecting AI tools, they can search your workspace, send messages, and read and write your notes, tasks and news. FabricLoop is both an MCP client and server. You can list grants and revoke access, with audit events for security review.

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Supported tools today
Cursor, Claude, and ChatGPT via MCP to read and write messages, tasks, notes, and news. Other MCP clients can connect the same way.
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What a grant can access
Each connection is scoped — typically messages, tasks, notes, and news in Groups the connecting user can already see. It does not get a workspace-wide backdoor.
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Default: human approval
Agents draft; people send. Loop Agent does not silently assign work or post news without an approval step.
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Audited, revocable grants
See who connected what — and turn it off when the project ends. Enterprise adds SSO and broader audit logs.
Voice AI

Talk to it on iPhone. It does the work

Voice AI on iOS lets you actually create tasks and summarize your messages for today — while you are on your iPhone, not back at a desk. Free includes 5 voice sessions per hour; paid plans lift the cap.

01
Create a task by speaking
Create an assigned task from the sidewalk or between meetings — without opening a keyboard.
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Summarize today’s messages
Ask what you missed this morning. Voice AI reads your channels and tells you what actually needs a reply.
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Native iPhone, not a desktop leftover
Built into the iOS app. Hands-free when typing is slower or you are away from a laptop.
04
You still confirm
Voice drafts the task or the summary. You approve before anything is assigned or posted.

Bring your team,
in under 60 seconds

Real-time messaging, a full task and notes system, and open AI — free forever for small teams, no credit card required. Explore alone, then invite your team.