Business Data Work, in the AI App You
Already Use
Prophecy DataGPT turns raw business data into the reconciliations, reports and dashboards your company runs on. Every result is backed by a verified workflow, ready for production and reuse.
Prophecy DataGPT:
AI for Business Data Work
DataGPT Accelerates Your Data Work
DataGPT empowers business data analysts to manage end-to-end data workflows, from onboarding messy files to publishing polished reports, directly within you AI app. Every output includes an inspectable visual workflow for instant validation. Once approved, your data products ship as repeatable, fully governed code directly onto your organization's existing data infrastructure.
DataGPT Stays Governed at Scale
DataGPT enables faster delivery of data assets for leaders at enterprise scale. It runs on the AI apps you already own and inherits governance from your cloud data platforms. Reusable data products and a knowledge layer ensure that data work aligns to the right business definitions.
How Does Prophecy DataGPT Work?
Prophecy DataGPT brings enterprise data analysis into ChatGPT, Claude, and Copilot. You describe your business questions, and DataGPT cleans, reconciles, and reports on your data. The results come with a visual workflow you can verify, and work runs on your cloud data platform with your existing access controls.
Accelerate
Data Work
Turns plain language requests into data work, reports, and analysis
Visually
Verify
Check AI’s work step-by-step via visual data workflows
Compound
Knowledge
Build and use rules, definitions, semantics, and ontologies
Operationalize
Outcomes
Runs approved work as governed code on your infrastructure
Your Data Infrastructure
Connect to Data Sources
Execute on Data Platforms
AI Harmonizes Your Messy Data. You Stay in Control.
Prophecy DataGPT brings enterprise data analysis into ChatGPT, Claude, and Copilot. You describe your business questions, and DataGPT cleans, reconciles, and reports on your data. The results come with a visual workflow you can verify, and work runs on your cloud data platform with your existing access controls.
For Business Analysts
Self-serve with no tickets, no handoffs, no waiting on the data team's backlog.
For Data Leaders
Faster time to market and lower cost per data asset, with analysts freed up for higher-value work.
Verify Every Result
Explore a visual workflow that exposes each step, from source data and transformation logic to the underlying code. Inspect how results are produced, validate the logic, and correct issues in plain language, with changes reflected in the workflow.
For Business Analysts
Validate the logic and underlying data before sharing results.
For Data Leaders
Audit the underlying code and trace how each result was produced.
Turn Business Knowledge Into Reusable Data Work
Prophecy builds on your definitions, rules, and catalogs. When you confirm a rule, such as a fiscal calendar, a vendor mapping, or an account hierarchy, Prophecy keeps it. The next request, from you or a teammate, starts from what's already been approved.
For Business Analysts
Stop re-explaining the same business rules every time.
For Data Leaders
Business knowledge becomes a shared asset, not something stuck in individual spreadsheets.
Turn Ad Hoc Analysis Into Governed Data Products
Next month's version runs itself. Publish the workflow with a schedule. It reruns on your data platform, is monitored, and keeps a history your data team can review.
For Business Analysts
Build your reporting once, then schedule it to run the next month.
For Data Leaders
Ad hoc analysis becomes a durable, governed data product.
Sample DataGPT Use Cases
The recurring data prep, reconciliation, and reporting work that business teams run every week, month, or quarter.
Automated Month-End Reconciliation
Match ledgers, statements, and subledgers, apply tolerance rules and flag exceptions for every close.
Customer Data Onboarding and Harmonization
Harmonize new customer data from multiple formats into your standard model, without deep technical setup.
Revenue Schedule Automation
Build and refresh revenue schedules from contract and billing exports with rules you can inspect.
Tax Provision Prep
Pull trial balances and ERP exports into provision workpapers, apply book-to-tax adjustments, and keep every step reviewable.
Campaign Performance Reporting
Combine ad platform, CRM and web exports, tie spend to pipeline and refresh the report on a schedule.
Inventory Management Analytics
Pull stock levels across warehouses and reconcile messy ERP, 3PL, and spreadsheet inputs into trusted answers for ongoing reporting.
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FAQs
What is Prophecy DataGPT?
Prophecy DataGPT is an AI agent for data analysis that brings Prophecy into ChatGPT, Claude, and Copilot. It prepares, analyzes, and reports on enterprise data, returns a visual workflow you can verify, and publishes the finished work as a governed data product on your data platform.
Who is Prophecy DataGPT for?
Prophecy DataGPT is for business analysts in finance, accounting, tax, marketing, and operations, and for the data and IT leaders who need that work to be fast, governed, and repeatable. Analysts use it to self-serve recurring prep, reconciliation, and reporting, and leaders use it to turn that work into governed data products across business units.
How is Prophecy DataGPT different from using ChatGPT, Claude, or Copilot on their own?
Prophecy DataGPT adds governed data work to the AI app your team already uses. On their own, ChatGPT, Claude, and Copilot answer questions about the data you share in the chat. With DataGPT, the work runs in your governed infrastructure and comes back as a visual workflow with open code you can verify, edit, rerun, and schedule.
Should I use Prophecy DataGPT in ChatGPT, Claude, or Copilot?
Use Prophecy DataGPT in whichever AI app your company has already approved. DataGPT works in ChatGPT, Claude, and Copilot, and the data work itself runs in Prophecy in every case. Teams without an approved AI assistant can use the Prophecy web app, which gives the same data analysis experience with the full visual workflow side by side.
Do business analysts need to know SQL or Python to use Prophecy DataGPT?
No. Business analysts use Prophecy DataGPT by describing the work in plain language, and DataGPT builds the visual workflow and the code behind it. Analysts can inspect any step, and the data team can review the code.
What data sources does Prophecy DataGPT support?
Prophecy DataGPT works with Excel and CSV files, tables in cloud data platforms such as Snowflake, Databricks, and BigQuery, and direct data connectors to databases and apps (see a full list of connectors in the docs). Prophecy adds new sources based on customer requests, so if you don't see the source you need, reach out to our team, and we'll work with you to add it.
Does Prophecy DataGPT work with Snowflake, Databricks, and BigQuery?
Yes. Prophecy DataGPT runs natively on Snowflake, Databricks, and BigQuery for development and production, and on embedded DuckDB for fast work without a cloud data platform.
Does Prophecy DataGPT work with Power BI and Tableau?
Yes. Prophecy DataGPT can output data directly to Tableau and Power BI, so your prepared data can be available in those tools for report building. DataGPT also builds reports and dashboards directly in the AI app.
Can Prophecy DataGPT schedule recurring reports?
Yes. Prophecy DataGPT publishes a finished workflow with a schedule, so next month's report reruns on your data platform without prompting the AI model again. Every scheduled workflow is monitored and keeps a run history your data team can review.
Is my data secure with Prophecy DataGPT?
Yes. Prophecy DataGPT runs the data work through Prophecy in your governed infrastructure, and your existing access controls apply to every workflow. Prophecy shares only your metadata with LLM providers. Prophecy is SOC 2 Type 2 and SOC 1 Type 2 attested, and the details are on the Trust & Security page.
Is Prophecy DataGPT an Alteryx alternative?
Yes. Prophecy DataGPT is an Alteryx alternative for the data prep, analysis, and reporting that teams do in desktop tools like Alteryx, and it runs that work as governed workflows on your cloud data platform.
Is Prophecy DataGPT related to DataGPT, the conversational analytics startup?
No. Prophecy DataGPT is a new product from Prophecy, the AI data preparation and analysis company. It has no connection to DataGPT by Comparative, Inc., the conversational AI analytics startup.
How do enterprises roll out Prophecy DataGPT?
Admins can add DataGPT centrally as a custom MCP connector for their organization in ChatGPT, Claude, or Copilot. See the documentation here.
How much does Prophecy DataGPT cost?
Prophecy DataGPT is free to start, and you don't need a credit card to sign up. Signing up will give you access to the Starter plan, which gives users 20 credits a month. Plans for larger teams and enterprise rollouts are listed on the Prophecy pricing page.