Workshop playbook

The AI Time Tracking Playbook

How to automate project time tracking with Claude and ChatGPT.

You can't improve what you don't measure. This playbook lets you track project time without timers or timesheets: Rize captures your work automatically, AI handles the first pass of tagging, and you review it in Claude or ChatGPT. It follows the four steps from the workshop: Capture, Organize, Review, Improve.

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Setup in 2 minutes

  1. Create a Rize account at rize.io and install the desktop app. Tracking starts right away.
  2. Connect Rize to your AI.
    • Claude: Settings, then Connectors, then add Rize and sign in.
    • ChatGPT: Settings, then Apps and Connectors, then add Rize and sign in.
  3. Check the connection. Ask: “What clients and projects do I have in Rize?”
  4. Just work. You don't start or stop timers. Rize pulls in your time and the AI tags it.

Need the connection details? Read the Rize MCP setup guide →

Capture

Your AI is only as good as its data. With no data, Claude or ChatGPT gives you a generic answer. With your data, the same model gives you a precise one.

Where the data comes from:

  • Rize tracks your work automatically in the background. No timers.
  • Connectors add context: your calendar, Slack, meeting recorder, project manager and email.
  • MCP is the standard plug that connects these tools to your AI, like USB-C for AI. It's an open standard, so this approach works with or without Rize.

Prompts to try:

Prompt
What did I work on today?
Prompt
Summarize my week by client and project.
Prompt
Which meetings this week were for which clients?

Organize

Start with the question you want answered, then track the minimum that answers it. For most teams that means clients and projects. Add tasks, labels and contracts later, when you need them.

Your questionWhat to track
Are we billing for all the work?Clients and projects
Which clients make money?Clients, projects and contracts
Who has capacity?Team members and projects
What should we automate?Tasks or labels for repeated work

Design your setup. Paste this into Claude or ChatGPT:

Prompt: design your setup
I run a [12-person agency] with clients like [X, Y, Z]. Our goal is [billing accurately / knowing which clients make money]. Suggest a simple setup of clients, projects and labels for tracking our time.

Set it up and tag your time:

Prompt
Look at my calendar and last week's work, and suggest the clients and projects I should set up.
Prompt
What did I work on this morning, by client?
Prompt
Anything you couldn't match to a client? Check my calendar to figure it out.
Prompt
That [2pm] call was [Client A], not [Client B]. Fix it, and from now on tag anything with [clientdomain.com] to [Client A].
Prompt
How many hours have gone into [Project] so far?

Already keep clients in a CRM like Attio or HubSpot? Ask your AI to pull them into Rize instead of typing them in.

Review

AI does the first pass. You stay in the loop. A review agent goes over your week looking for gaps, the wrong client, and entries with no project. Then you approve the fixes.

Prompt: weekly review
Review my tracked time for this week. Flag anything that looks off: gaps in my day, time tagged to the wrong client, entries with no project, and meetings that don't match the client on my calendar. For each one, suggest the fix and wait for my approval before changing anything.

The Friday review routine

Put the review on a schedule with Rize Routines, so it comes to you. Ask your AI:

Prompt: the Friday review routine
Every Friday at 4pm, review my week, flag anything that looks off, and send me a project update with hours by client and project.

Or review in Rize: open Review Time Entries on your calendar and accept or reject each suggestion.

Routines can pull in context from your calendar, Slack or meeting recorder, so the review checks your time against what actually happened.

Improve

Measuring is the start. The value is in what you change, and in checking that it worked. Run this loop every month:

  1. Spot: find what took more time than it should.
  2. Decide: pick the fix, backed by the numbers.
  3. Change: make the change, or automate it.
  4. Check: did it work? Review again.

Prompts for each step:

Spot
What took more time than it should have this month?
Spot
What repetitive work took the most hours? Rank it by hours per month.
Decide
Give me two options to fix [Client], with the numbers.
Change
Draft the weekly status report for [Client] from my tracked time.
Change
Every Monday, send me any client over 80% of their hours.
Check
Compare [Client] this week to last week. Did the change work?

What to improve next:

Prompt cheat sheet

StepPrompt
CaptureWhat did I work on this morning, by client?
OrganizeAnything you couldn't match to a client? Check my calendar to figure it out.
OrganizeFrom now on, tag anything with [clientdomain.com] to [Client].
ReviewReview my week and flag anything that looks off.
ReviewEvery Friday at 4pm, review my week and send me the project update.
ImproveWhat repetitive work took the most hours? Rank it by hours per month.
ImproveEvery Monday, send me any client over 80% of their hours.

Frequently asked questions

QuestionAnswer
Do I need to start and stop timers?No. Rize tracks your work automatically in the background, AI handles the first pass of tagging, and you review it in Claude or ChatGPT.
What should I track first?Start with the question you want answered, then track the minimum that answers it. For most teams that means clients and projects. Add tasks, labels and contracts later, when you need them.
Does this approach work without Rize?Yes. MCP is an open standard that connects your tools to your AI, so the approach works with or without Rize. Rize adds the automatic tracking, the tagging and the review routines.
How do I put the weekly review on a schedule?Ask your AI to create a Rize Routine, for example: every Friday at 4pm, review my week, flag anything that looks off, and send me a project update with hours by client and project.

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Next workshop: Tuesday, Nov 17, 9am PT, How to Identify Automation Opportunities With a Time Audit

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