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Mad Labs

Turn work into an agent that keeps doing it.

Describe what needs to happen in plain language. Mad Labs builds the agent and the workflows behind it, then puts them to work. The agent runs in the background, responding to schedules, triggers, and events.

Our vision

You set the direction.
Agents carry the work forward.

You should not have to build and maintain another app to get the work done.

Mad Labs turns a description of that work into an agent that owns the job. Mad Tracker starts with one recurring process. We’re building toward agents that share context and coordinate work across sales, finance, and operations.

You set the goals, boundaries, and decisions that need your judgment.

Mad Tracker

Start with one recurring job.

Tell Mad Tracker the result you want. It creates the workflow, watches the sources you approve, and delivers the result in your Google Workspace. No code or workflow editor required.

One simple job Keep a receipt ledger Illustrative workflow · Sample data

“Keep a spreadsheet of the receipts that arrive in my inbox.”

  1. You hand off the job

    Review the plan and approve Gmail access.

  2. A new receipt arrives

    The agent extracts the supplier, date, and amount.

  3. Your spreadsheet updates

    Each new receipt adds to the record.

In your Google Drive

Business receipts

Updated 09:42
Sample business receipts, including a new receipt from Cedar Office at 09:42
DateSupplierAmountSource
Sep 7Harbor Print$36.00Receipt email
Sep 8Northline Supply$52.50Receipt email
Sep 9Cedar Office New$84.00Receipt email · 09:42

In your workspace, linked to the source. The agent works after you close the tab.

One connected process Keep a client launch on track Illustrative workflow · Sample data

“Watch this project’s emails and files. Update the delivery brief and draft a client update if the launch is at risk.”

  1. 1 · Monitor changes

    Supplier email + project plan

    “Proofs will arrive Thursday, not Tuesday.”

    Print handoff: Wednesday. Launch: Friday.

  2. 2 · Update the brief

    Google Doc · Delivery brief

    Print handoff blocked.
    Friday launch at risk.

  3. 3 · Prepare a response

    Gmail · Draft for review

    “Proofs are delayed. We can explore expedited printing or a revised launch date.”

You choose the next move and approve the message. The agent keeps watching.

Always on. Still in your hands.

Approve the plan and permissions before execution. Inspect the work, pause the agent, or revise the job. You decide what gets sent.

Local and open-weight models

An agent should earn its keep.

An agent only makes sense if it costs less than the value of the work.

Open-weight models let us choose the right model for each job and run it locally or on hosted infrastructure.

Our goal: agents you can afford to leave on, with control over the models, hardware, and bill.

The team behind Mad Labs

Built for the work after the first conversation.

Mad Labs is a small team of AI researchers and engineers. We have built large-scale distributed systems at Twitter, VMware, and Etsy; search and recommendation systems at Etsy and Fiverr; and startups in AI and data infrastructure.

That experience shapes the infrastructure behind Mad Tracker: agents that remember what happened, recover when work fails, and keep useful results current after the first conversation.

Start with one job

What would you hand off to an agent?

Tell us about one recurring job your team wants to delegate. We’ll talk through the workflow and how Mad Tracker could help. A short description is enough. Please leave out confidential data.

hello@madlabshq.ai

Talk to the team