OpenAI's New Data Agent: What It Means for Your Reporting

OpenAI launched a new Data agent inside ChatGPT Work on 10 September 2026. It lets a business connect its own data, spreadsheets, CRM exports, accounting software, and build interactive dashboards using plain English requests. No formulas, no analyst, no exporting to a fresh spreadsheet every time the numbers move.

What it means for your hours

Most owners we talk to don't have a spare analyst. Reporting gets done by whoever has time, usually late on a Friday, usually by hand. The Data agent is aimed squarely at that gap: you connect a data source once and then simply ask for what you need, in normal language, and the dashboard rebuilds itself as new figures land.

Take a worked example. Say a construction firm keeps job costs in a spreadsheet and someone spends four hours a month turning that into a report for the bank, a client or the owner. That is 48 hours a year spent on formatting numbers rather than reading them. Connect that same spreadsheet to the Data agent once, and the report becomes a standing question you can ask at any time, not a monthly chore someone has to remember to do.

There is a catch worth being honest about. The Data agent sits inside ChatGPT Work, which is a paid tier, and someone still has to set up the data connection properly and check what is being shared. The agent removes the manual compiling. It does not remove the need for someone who understands the numbers well enough to ask the right question and sense-check the answer.

What to do this month:

• List where your job costs, sales figures or site data actually live right now, spreadsheet, accounting software or CRM.
• If you already pay for ChatGPT Work, ask whoever handles your numbers to connect one data source and test it on a report you already produce by hand.
• Check your data-sharing settings before connecting anything with client or financial information in it.
• Time how long the old manual report took, then compare it against the new one, so you have a real figure rather than a guess before rolling it out further.

Source: OpenAI, Now everyone can put data to work.