OpenAI launches the Data agent in ChatGPT Work
Business users can question governed data without writing queries, but useful results still depend on semantic definitions, source permissions and publication controls.
OpenAI product announcement ↗Data AI · PROFILE REVIEWED 10 SEPTEMBER 2026
ChatGPT Data agent
A promising natural-language analysis layer for organisations with governed data and shared metric definitions. Installation does not grant source access, publishing can copy analysis data into a Site, and independent same-question accuracy and complete-cost testing remain pending.
BEST FORGoverned analysis and interactive dashboards across connected company data and BI toolsNOT IDEAL FORNo standalone price or conventional free trial is listed
Rate this tool
- Price
- No standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm.
- Access
- No separate Data agent free trial announced; workspace and source-plugin access required
BEFORE YOU BUY
ChatGPT Data agent: evidence before purchase
What we can verify
Supplier information and independent test results are separate. Check the linked product and pricing sources before purchase.
What an independent test needs to cover
Test output accuracy, retries, reviewer effort, data handling and total cost using the pilot below. No completion date is scheduled; a score will require a published method and results.
- Supplier facts recorded
- 10 September 2026
- Recheck required: more than 30 days since check. This is not an independent test date.
- Methodology checked on
Price and UK access check
No standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm.
Pricing freshness: Check date not recorded.
Official sources
VERIFIED CHANGE HISTORY
Open Change Radar →What changed for ChatGPT Data agent.
EDITOR VERDICT
A promising natural-language analysis layer for organisations with governed data and shared metric definitions. Installation does not grant source access, publishing can copy analysis data into a Site, and independent same-question accuracy and complete-cost testing remain pending.
ChatGPT Data agent, explained.
ChatGPT Data agent is designed for governed analysis and interactive dashboards across connected company data and bi tools. HubAI treats it as a workflow purchase rather than a novelty: the relevant question is whether it produces an acceptable result repeatedly, with controls your team can understand and a cost that remains predictable after the trial ends.
Best forGoverned analysis and interactive dashboards across connected company data and BI toolsTrialNo separate Data agent free trial announced; workspace and source-plugin access required
Where ChatGPT Data agent fits—and where it does not.
Governed analysis and interactive dashboards across connected company data and BI tools
accepted work produced faster, at a predictable cost and with a clear human review point
No standalone price or conventional free trial is listed
Run three representative jobs with fixed inputs and a written acceptance standard.
PRODUCT PROOF
PROFILE REVIEW · 10 SEPTEMBER 2026See the workflow before you buy.
01
Bring one representative input
02
Run the same job three times
03
Measure accepted output and cost
Review data use, retention, access controls and deletion before team adoption.
Cloud product; plan and region availability can vary.
Web workspace · File import · Export
Vendor facts and HubAI opinion are separated. Sponsored placement cannot buy a higher score.
HUBAI PROCUREMENT PASSPORT
A buying record your team can challenge.
One compact record for price, access, data handling, deployment and the test that must pass before adoption.
BUY FORGoverned analysis and interactive dashboards across connected company data and BI toolsCOMMERCIAL ROUTENo standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm.No separate Data agent free trial announced; workspace and source-plugin access required
Review data use, retention, access controls and deletion before team adoption.
Cloud product; plan and region availability can vary.
Web workspace · File import · Export
Test three representative jobs and record correction time, failure rate and accepted output.
Cost reality
The subscription price is only the starting point. HubAI evaluates usage limits, failed attempts and the work needed to produce one usable result. Pricing changes frequently, so the structure and verification date matter more than a headline price.
Budget for the result, not the plan badge.
- Published structure
- No standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm.
- Free or trial route
- No separate Data agent free trial announced; workspace and source-plugin access required
- Primary cost driver
- plan limits, usage allowance, team seats, retries and correction time
- Budget test
- Record the total cost, attempts and human correction needed to produce ten accepted results.
Separate pricing check date: not recorded. Profile review: 10 September 2026. Confirm live price, VAT, region, usage rights and cancellation terms with the vendor before purchase.
HUBAI TRUE COST LAB
What does one accepted result really cost?
Model your own usage. HubAI separates subscription cost from retries and human review—without pretending a headline plan price tells the whole story.
DERIVED VALUE · EFFECTIVE COST / ACCEPTED OUTPUT£3.414286Human review dominates
PRACTICAL GUIDE
Where ChatGPT Data agent earns its place.
Complete a repeatable data ai task
Test this job with your own inputs and judge the finished result—not the first draft.
Create a first draft for human review
Test this job with your own inputs and judge the finished result—not the first draft.
Compare time and cost against the current workflow
Test this job with your own inputs and judge the finished result—not the first draft.
A safer four-step trial
- Start with one narrow job that matches ChatGPT Data agent's strongest use case.
- Prepare approved source material, examples and a clear acceptance standard.
- Run three realistic tasks and record attempts, correction time and export quality.
- Keep human approval before publishing, sending or acting on the result.
Start with a better brief.
01
Act as a specialist in data ai. Ask me three questions before creating the first draft. The outcome I need is: [describe outcome].02
Create two approaches for [task]. Use this audience: [audience]. Respect these constraints: [constraints]. Explain the trade-off between the two approaches.03
Review this output against accuracy, tone, privacy, cost and usability. List the changes required before a person should approve it.RISK & GOVERNANCE
What to check before adoption.
Do not place confidential, personal or rights-restricted material into ChatGPT Data agent until your organisation has reviewed its current terms, retention settings and account controls. AI output can be plausible and still wrong; regulated, financial, legal and employment decisions require qualified human review.
What HubAI checked—and when.
This is HubAI's editorial record, not the vendor's product changelog or a live uptime claim.
Decision layer expanded
Use-case routes, relevant comparisons and alternatives connected to the product profile.
Commercial profile reviewed
Entry price structure, free or trial route and buyer limitations checked for editorial use.
Editorial profile published
Verdict, best fit, strengths, limitations, prompts and governance questions structured.
Alternatives to ChatGPT Data agent
ChatGPT Data agent against its closest shelf.
Scores are editorial signals, not a universal winner. Choose around the exact job and run the same proof test.
| Product | HubAI score | Best for | Price structure | Access | Decision |
|---|---|---|---|---|---|
| ChatGPT Data agent CURRENT | Governed analysis and interactive dashboards across connected company data and BI tools | No standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm. | No separate Data agent free trial announced; workspace and source-plugin access required | Current profile | |
| ChatGPT for Financial Services | Eligible financial institutions evaluating source-linked research, financial modelling and governed client-material workflows | Custom enterprise pricing through OpenAI Sales; no public seat price is listed · Profile record only; separate pricing check not recorded: 12 September 2026. Currency and UK VAT to confirm. | No self-service trial; access depends on organisation eligibility and financial-data provider restrictions | Compare → |
Questions to answer before adoption.
- 01Does the free route test the feature you need?
- 02Which limits change at production volume?
- 03How are inputs and outputs retained?
- 04Can the result move into the existing workflow?
ChatGPT Data agent FAQ.
What is ChatGPT Data agent best for?
ChatGPT Data agent is best suited to governed analysis and interactive dashboards across connected company data and bi tools. HubAI's current verdict is: A promising natural-language analysis layer for organisations with governed data and shared metric definitions. Installation does not grant source access, publishing can copy analysis data into a Site, and independent same-question accuracy and complete-cost testing remain pending.
Does ChatGPT Data agent have a free plan or trial?
No separate Data agent free trial announced; workspace and source-plugin access required. Check the official product page before buying because allowances, regions and eligibility can change.
How much does ChatGPT Data agent cost?
No standalone price; ChatGPT Business seats start at $20/month annually or $25 monthly, with connected-service costs additional · Profile record only; separate pricing check not recorded: 10 September 2026. USD list price; UK price/VAT to confirm.. The useful comparison is total cost per accepted result, including retries, limits and human correction—not the advertised entry price alone.
What should I compare with ChatGPT Data agent?
Compare products in the same Business AI shelf against one identical task, acceptance rule and cost window. Focus on accepted work produced faster, at a predictable cost and with a clear human review point.