Introducing AI Task Planning

When you ask the AI to do something real — “put together a preliminary estimate from these drawings,” “review this

When you ask the AI to do something real — “put together a preliminary estimate from these drawings,” “review this set and flag every RFI we should send” — the work has steps. Until now, the AI did those steps behind the scenes and handed you a result. Today it shows its work. Agent Plan turns big requests into a visible, step-by-step plan: the AI researches, lays out what it’s going to do, records what it finds at each step, and — if you want — waits for your approval before it builds anything.

From a Prompt to a Plan

Ask for something multi-step and the AI now starts by orienting itself — skimming your drawing list and a key document or two — then writes a plan: a numbered list of the steps it intends to take. The plan opens in its own workspace tab, right beside your documents, with a rail of steps you can watch tick from pending to in-progress to done.

As it works each step, it writes its findings underneath — what it pulled from a drawing, what it noticed in a spec, the numbers it’s working with. Instead of a black box that eventually spits out an answer, you get a running account of the AI’s reasoning that you can read, trust, and check.

Approve Before It Builds

You’re in control of how much rope the AI gets. A simple Auto / Review toggle sits in the chat composer:

  • Auto — the AI plans and builds straight through, showing its steps as it goes
  • Review — the AI stops after it writes the plan and waits for you. Approve it and it proceeds; ask for changes and it revises the plan first

Review mode is the difference between “surprise me” and “run it by me.” For a quick summary, let it run. For a client-facing estimate, check the plan before it spends time building the wrong thing.

Every Deliverable, Logged

A plan often produces real documents — an estimate, a sheet, a schedule, a set of notes. Framework logs each one to the plan as it’s created, listed as click-to-open rows at the bottom. So a week later, when you reopen the plan, you have both the record of how the AI got there and direct links to everything it produced. Plans persist — close the tab, reload, come back tomorrow, and the whole thing is still there.

How It Works in Practice

Scenario: You upload a drawing set and ask for a preliminary estimate.

  1. Switch the composer to Review and ask the AI to prepare a preliminary estimate
  2. It orients on the set, then writes a plan: identify scope, take off quantities, price by division, assemble the estimate
  3. You read the plan, tweak as needed — “break out sitework separately” — and approve
  4. The AI works each step, writing its findings as it reads the drawings
  5. The finished estimate opens and is logged to the plan, so you can reopen both any time

Getting Started

  1. Start a chat in any project and ask for something multi-step
  2. Use the Auto / Review toggle in the composer to choose whether to approve the plan first
  3. Watch the plan tab as steps complete and findings fill in
  4. Open any document the plan produced from the list at the bottom

As always – if there are any questions please reach out directly at support@frameworkwork.construction