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Automations & Integrations

Automate the training loop into any stack.

Official listings in the Claude directory and as a ChatGPT plugin. Then Gong, Slack, Drive, Teams, and more feed the loop — so onboarding and coaching stay a continuous system your company owns.

Add in Claude Add in ChatGPT

Claude directory ChatGPT plugin Gong, Slack, Drive & more Schedule a demo

4Ways to connect
116MCP agent tools
No codeZapier & Power Automate
YoursYour stack, your data
Official listings

Add Time Machine in Claude or ChatGPT.

Anthropic and OpenAI list Time Machine in their directories. Click Connect, then use it in Claude — chat and Cowork are now one conversation — or in ChatGPT.

Claude directory

Official Anthropic listing. Click Connect to add Time Machine in Claude — including chat, Cowork (now the same conversation), Desktop, and Claude Code.

Add in Claude →

Short link: timeml.ai/claude

Company systems · live in production

Claude and ChatGPT drive the loop. These systems feed it.

Add Time Machine in Claude or ChatGPT. These connectors are how the work already in your company — calls, files, and chat — feeds the loop.

Calls & coaching

Recordings in. Practice out.

Gong, Zoom, Fathom, and Google Meet scored against what you already teach. Gaps become practice — no extra assignment from a VP.

Gong Zoom Fathom Google Meet
Coaching from live calls →

Files & knowledge

Courses stay current with the docs you keep.

Google Drive, OneDrive, Box, and Notion — the folders and pages that already hold product truth. Experts and courses update from there, not from a separate content project.

Google Drive OneDrive Box Notion

Where the team works

Answers in Slack and Teams. Not another portal.

Company Experts sit in Slack with a two-minute admin setup. Teams is connected so the same company work can feed the loop — without sending people to another portal.

Slack Microsoft Teams
Slack Expert setup →
The idea

Your automations already run the business. Let them run the training too.

You've wired your stack together - HRIS, CRM, docs, and a growing bench of AI agents. The last thing still done by hand is training: onboarding a new hire, coaching a rep, keeping content current. Time Machine closes that gap. It exposes the whole learning lifecycle as programmable surfaces, so the tools and agents you already trust can provision learners, build courses, run role-plays, certify skills, and read readiness - without a human babysitting the process.

How it connects

Four ways in. One learning loop.

Pick the surface that fits your stack. They share the same tml_live_ API-key auth and the same permissions, so you can mix and match freely.

REST API

A clean OpenAPI 3.1 API for code and automation platforms. Provision users, build courses, run role-plays, and read insights.

https://api.timeml.ai/api/v1
OpenAPI 3.1

MCP server

116 agent tools over Streamable HTTP. One-click add from the Claude directory or the ChatGPT plugin.

https://api.timeml.ai/api/v1/mcp

Microsoft connectors

Custom connectors for Power Automate and Copilot. Trigger flows and let Copilot drive training with human-in-the-loop approvals.

Power Automate · Copilot
Microsoft 365

Zapier app

A published Zapier app built on the Zapier Platform CLI. Connect Time Machine to thousands of apps with triggers and actions - no code.

Zapier Platform CLI
No-code

Slack Expert

Ask company Experts without leaving Slack — /expert, @mention, or DM. One admin setup (~2 min); the whole workspace can ask.

/expert · /tm-setup
In the flow of work Setup guide →
Connect surface · same key everywhere 
# One API key (Settings → API Keys), used as a bearer token everywhere
REST    https://api.timeml.ai/api/v1        Authorization: Bearer tml_live_<key>
MCP     https://api.timeml.ai/api/v1/mcp    Streamable HTTP · 116 tools
Slack   /expert · /tm-setup                 company Experts in Slack
Zapier  Time Machine app                    triggers + actions, no code
MS      Power Automate / Copilot connector  custom connector
Works with your stack

Bring your own agents and orchestrators.

Time Machine is model- and vendor-neutral. Whatever runs your automations today can run your training loop - from Microsoft's platform to the newest agent harnesses.

Automation platforms

Microsoft Power Automate Zapier Slack Expert

AI agents, orchestrators & harnesses

AI Collab Time Machine Claude (chat + Cowork) Microsoft Copilot ChatGPT OpenAI Codex OpenClaw Hermes Custom agents

Marketplaces & skills

Claude directory ChatGPT plugin

Company systems

Gong Zoom Fathom Google Meet Google Drive OneDrive Box Notion Slack Microsoft Teams
Meet AI Collab

Your training loop has its own agent.

AI Collab is Time Machine's native AI agent. It drives the learning loop from the inside - building courses, generating role-plays, coaching learners, and surfacing readiness - and it speaks the same API and MCP as everything else, so it coordinates cleanly with the agents you already run. Bring your own orchestrator, or let AI Collab run the loop for you.

  • Builds and updates courses, role-plays and assessments
  • Coaches learners and assigns remediation automatically
  • Reports readiness and coaching priorities to managers
  • Interoperates with Claude Code, Copilot, Codex and custom agents
1
A new rep joinsAI Collab builds a personalized path from role, team and experience.
2
It coaches as they goRuns role-plays, answers questions, assigns remediation on a miss.
3
Your agents plug inClaude Code or Copilot call the same MCP tools to orchestrate around it.
4
Managers get readinessScorecards and coaching priorities flow back to your BI, CRM or HRIS.
Automation patterns

Loops you can stand up this week.

Three patterns customers run today. Each uses the surfaces above - swap in whichever platform or agent you prefer.

1 · Headless onboarding

A new hire lands in your HRIS. Power Automate or Zapier catches it, provisions the learner in Time Machine, and enrolls them in the right courses - accounts and training ready before day one, with zero manual steps.

Stack: HRIS → Power Automate / Zapier → Time Machine API → sync back weekly.

1
New hire in HRISTriggers the flow in Power Automate or Zapier.
2
Learner provisionedPOST /users - department & role created if missing.
3
Courses assignedWelcome + role courses enrolled automatically.
4
Progress syncedGET /insights writes readiness back to the HRIS.

2 · Agent-driven coaching

Your AI agent - AI Collab, Claude Code, Copilot, or Codex - connects over MCP. As reps work, it monitors progress, answers questions, assigns remediation on a miss, and certifies on mastery, then reports who's ready to managers in plain language.

Stack: Agent (MCP) → Time Machine role-plays & scorecards → readiness to the manager.

1
Agent connects over MCPSame tml_live_ key, 116 tools available.
2
Monitors & remediatesAssigns practice when a learner struggles.
3
Certifies on masteryReads role-play scores and scorecards.
4
Reports readiness"Is this rep ready for live calls?" - answered objectively.

3 · Content stays current

A new product doc gets approved. An automation - or an agent - regenerates the affected course and expert from the new source and republishes it, so training never drifts from reality.

Stack: Doc approved → regenerate course & expert → POST /courses/{id}/publish.

1
Doc approved in OneDrive / DriveAutomation or agent picks up the change.
2
Course regeneratedFrom the new source material and experts.
3
RepublishedPOST /courses/{id}/publish - learners see it instantly.
Distribution

Find us where your agents already live.

Add Time Machine as a capability from the marketplaces and connector galleries your team already uses.

Claude directory

Official listing. Click Connect to add Time Machine in Claude — chat and Cowork are now one conversation — plus Desktop and Claude Code.

Add in Claude →

ChatGPT plugin

Official ChatGPT listing. Add Time Machine as a plugin for ChatGPT and OpenAI-based agents.

Add in ChatGPT →

Zapier app

Live on Zapier, built on the Zapier Platform CLI. Connect Time Machine to thousands of apps with triggers and actions - no code.

Connect on Zapier →

Microsoft connectors

Custom connectors for Power Automate and Copilot, for Microsoft 365 shops that want native flows.

Talk to us →

Slack Expert

Company Experts in Slack via /expert, @mention, or DM. Admin setup in about two minutes — then the whole workspace can ask.

Slack setup guide →

Not sure which surface fits your stack? Tell us what you run and we'll map it for you.

Common questions

Automations & integrations, answered.

How do I connect Time Machine to my automation tools?

For Claude — chat and Cowork are now one conversation — plus Desktop and Claude Code, add Time Machine from the Claude directory. For ChatGPT, add the ChatGPT plugin. Or use the REST API at https://api.timeml.ai/api/v1, the MCP server at https://api.timeml.ai/api/v1/mcp, Microsoft connectors for Power Automate and Copilot, Zapier, and/or Slack Expert. API surfaces share bearer API-key auth so you can mix and match.

Do you integrate with Slack?

Yes. Time Machine Expert for Slack lets people ask company Experts with /expert, @mention, or DM. One workspace admin installs the app and connects a key in about two minutes. See the Slack Expert guide or install at api.timeml.ai/slack/install.

Do you have a Zapier integration?

Yes - a Zapier app built on the Zapier Platform CLI. Trigger training workflows and move data between Time Machine and thousands of Zapier-connected apps without writing code.

Do you support Microsoft Power Automate and Copilot?

Yes. Custom connectors let Power Automate trigger flows into Time Machine and let Copilot drive training - a natural fit for Microsoft 365 shops that already run approvals and automations in Power Platform.

Can AI agents like Claude Code, Codex or Copilot drive Time Machine?

Yes. Add Time Machine from the Claude directory for Claude (chat and Cowork are now one), Desktop, and Claude Code. Any MCP-aware agent — Microsoft Copilot, OpenAI Codex, OpenClaw, Hermes, or a custom agent — can also call Time Machine's 116 MCP tools. Time Machine also ships its own agent, AI Collab.

Are you on the Anthropic and OpenAI marketplaces?

Yes. Time Machine is listed in the Claude directory and as a ChatGPT plugin.

Do you connect to Gong, Slack, Drive, and other company systems?

Yes. Workspace connectors are live in production for calls (Gong, Zoom, Fathom, Google Meet), files and knowledge (Google Drive, OneDrive, Box, Notion), and team chat (Slack, Microsoft Teams). Add Time Machine in Claude or ChatGPT; these systems feed the loop. See company systems.

What is AI Collab?

AI Collab is Time Machine's own AI agent. It drives the learning loop natively - building courses, running role-plays, coaching learners and reporting readiness - and connects over the same API and MCP, so it interoperates with the other agents in your stack.

Automate your training loop

Tell us your stack. We'll wire the loop.

Share the automation platforms and agents you run and what you want to automate. We'll map it to the API, MCP, connectors and Zapier - and come back within one business day.

REST + MCP + Zapier + Microsoft · SOC 2 Type II · Your stack, your data · Or call 949-416-5055