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AI data prep and analysis for enterprises
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AI data prep and analysis for business teams
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Try Prophecy

AI for the Data Work Your Business Runs On

Prophecy brings AI data preparation and analysis to ChatGPT, Claude, and Copilot, extending AI beyond answers to business data work. Every result comes with a visual workflow your team can verify and publish as a governed data product.

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Video Transcript: Prophecy in Action

Hi, we are the co-founders of Prophecy and we have an exciting new product to share with you. Over the past 2 years, coding without AI now seems impossible. What used to take days to weeks takes minutes. But what about data? How do we [music] bring this power of AI to millions of data users who do data prep and analysis every day? >> Let's face the reality. Most business users are not programmers. They start with spreadsheets and that works [music] until the data gets complicated and then they get stuck behind the ticketing cues of central data platforms. The backlogs pile up, the users get frustrated and business decisions get delayed. The visual desktop tools did help but they left most [music] of the companies with a wild west. Fragile logic, silos and a lot of technical debt. Today teams want and need AIdriven productivity, enterprise governance and cloud [music] scale all together. >> So we asked a simple question. How would you rebuild data prep and analysis [music] if you started with AI agents at the core? So what prophecy does is that you ask a business question. For that we prepare [music] the data and give you the analysis. To do this we have a unique approach [music] that does three main things. First is quality. We use cloud code specialized for data delivering amazing results. Second [music] is trust. You've got to be able to trust your answers and business data users [music] don't like code. So we take this code and lift it into the visual layer and the visual workflows [music] you can inspect, refine and validate. And finally we provide an end toend solution. Unlike the texttosql [music] products, we start with raw data, prepare the data for your business problem, do the analysis, do all of this on top of your cloud data platform such as data [music] bricks, snowflake or bigquery and run with scale and governance. And what do you [music] get for that? You get amazing results. Let's look at that. Let me show you how AI is changing data [music] prep and analysis. This is prophecy. On the left is the agent. This is our specialized version of cloud code. On the right is the data preparation and analysis [music] tabs. The result flow from the data preparation workflow straight into the analysis. [music] Today I'll put myself in the shoes of a marketing analyst working in a car dealership. The goal is simple. Understand historical campaigns performance and [music] launch a new campaign with better segmentation and optimized revenue targets. Let's get started. First, [music] we look at the campaign conversions. I'll point our agent to marketing data on datab bricks. Build a funnel conversion analysis for the existing [music] campaigns. Perfect. I didn't have to do a thing. AI built the whole workflow and analysis for me. The workflow reads the data from all of the stages, combines it, reshapes [music] it, and pushes it straight into the analysis, all from a single prompt. I [music] can see all of the transformations very clearly. I can validate them, and I can refine them. But there is more. [music] Here are the KPIs of the cars sold, revenue generated, and [music] we can see all of the funnel stages. This is perfect. We should update this before the daily marketing meeting. We can schedule [music] it from here. Now, let's go even further. [music] We want a new campaign with optimized segments. Let's start by creating a new workflow. Now, for the segmentation, I'm going to upload a vendor provided data set. And now let's ask the agent to recommend the good segments. uh using this demographic data recommend good segments for a marketing campaign. This is no longer just data prep. We are getting strategy and AI [music] made some great recommendations about targeting and optimizing the revenue. We can also see two clear groups affluent buyers and costconscious [music] buyers. The affluent buyers convert slightly lower, but they generate much higher revenue per sale. [music] That's because they are buying more expensive cars. The AI so far analyzed four years of data. I only want to focus on the last year for the segmentation. Let me [music] update that. And now we can see something new. California buyers are shifting toward higherend vehicles [music] than New Yorkers. Very interesting. This is [music] a gamecher. The AI not only prepped my data, but it also identified key insights and made recommendations for how to best hit [music] my business goals. And that's Prophecy. >> And how do you access Prophecy? The individuals can go to our website today and start using Prophecy for absolutely free. And for enterprises, we have Prophecy Express, [music] which will guarantee you your first production win within 90 days. >> This is big. It'll change many industries. Financial auditors will be able to go from months to near real time. [music] Marketers can build, deploy, and monitor their own campaigns. And financial asset buyers can go from raw data straight to dashboards, make the financial decisions. In 2 years, everybody will be using AI for data just as they're using AI for code. So go to prophecy.ai and get started today.

Trusted by the Largest Enterprises

What is Business Data Work?

Business data work is the preparation, reconciliation, analysis and reporting that turns raw business data into governed data products, reports and dashboards. In most enterprises it's still manual, slow to deliver, and stuck in data team backlogs.

Raw Data
Excel and CSV files
PDF Reports
ERP and CRM Reports
Warehouse Tables
Data Work
Clean and Standardize
Match and Join
Apply Business Rules
Analyze
Data Asset
Reconciliation
Report
Dashboard
Data Product

How Prophecy Works

Prophecy accelerates delivery of the data assets your business runs on. AI does the work, and every step comes back in a workflow your team can verify.

Explore Prophecy DataGPT

Accelerate Data Work

Describe the outcome you need in your AI app or in Prophecy. DataGPT preps, analyzes, and reports on your data, from raw files to finished output.

Visually Verify

Charts, dashboards, and the visual workflow behind them come back right in the chat. Inspect any step, open the code, and fix it in plain language.

Compound Knowledge

Prophecy builds on your definitions, rules, and catalogs, and every approved workflow teaches it more about your business.

Operationalize Outcomes

Publish it as a governed workflow, report, or data product that reruns on schedule on your data platform.

Accelerate Data Work

Describe the outcome you need in your AI app or in Prophecy. DataGPT preps, analyzes and reports on your data, from raw files to finished output.

Visually Verify

Charts, dashboards and the visual workflow behind them come back right in the chat. Inspect any step, open the code and fix it in plain language.

Compound Knowledge

Prophecy builds on your definitions, rules and catalogs, and every approved workflow teaches it more about your business.

Operationalize Outcomes

Publish it as a governed workflow, report or data product that reruns on schedule on your data platform.

FOR ENTERPRISE LEADERS

One Governed Path to Your Data Infrastructure

Your teams already use AI with company data. Prophecy keeps the conversation in the AI app and the execution in your governed infrastructure. Start with one pilot team and expand at your own pace.

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Trust & Security
One Governed Path
Connect to your applications, files, databases, and cloud data platforms through a single governed path.
Execution in Your Infrastructure
Work runs through Prophecy, not in the chat: fast on managed DuckDB, native on your data platform for dev and prod.
Automated and Observable
Schedule and monitor every workflow, backed by open code your data team can review.
Your Access Controls Apply
People only see the data they're already allowed to see.

Use It in Your AI App, or Ours

Start for free in minutes. No credit card required.

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Moving Off Alteryx?

Do the same data prep, analysis and reporting with AI, governed on your cloud data platform. Bring your existing workflows with you.

See the Migration Path

FAQs

What is Prophecy?

Prophecy is an AI data preparation and analysis tool for enterprise teams. It works inside ChatGPT, Claude, and Copilot, or in the Prophecy app. You ask for what you need, and Prophecy preps, analyzes, and reports on your data on Snowflake, Databricks, BigQuery, or managed DuckDB. Every result comes with a visual workflow your team can check, then publish as a governed data product.

What is AI data preparation?

AI data preparation uses AI to clean, combine, and shape raw data so it's ready for analysis. With Prophecy, you describe what you need, and the AI does the prep: it standardizes messy files, matches and joins records, and applies your business rules. You can check every step in a visual workflow before anything goes to production.

What is Prophecy DataGPT?

Prophecy DataGPT brings Prophecy into ChatGPT, Claude, and Copilot. Connect to the MCP within your AI app, then describe what you need, and get the result back in the chat with the workflow behind it. The same experience is available in the Prophecy app.

Where does my data go when I use Prophecy?

Your data stays in your governed infrastructure. Prophecy runs the work on managed DuckDB or right on Snowflake, Databricks, or BigQuery. Files you upload go to Prophecy, and governed results come back to the chat. The AI model only sees your metadata, and your existing access controls still apply. Get the full details on our Trust & Security page.

Does Prophecy work with Snowflake, Databricks, and BigQuery?

Yes. Prophecy runs natively on Snowflake, Databricks, and BigQuery for development and production. For fast work without a cloud data platform, it runs on managed DuckDB.

How is Prophecy different from AI assistants and other data tools?

Prophecy gives you the result and the workflow that produced it. On their own, AI assistants reply in the chat. Prophecy does the data work from raw files and apps, shows every step in open code, and saves it as a governed workflow you can rerun and schedule on your data platform. Teams on desktop tools like Alteryx can bring their existing workflows over too.

Can Prophecy replace Alteryx?

Yes. Prophecy does the data prep, analysis, and reporting that teams do in desktop tools like Alteryx, as governed workflows on your cloud data platform. You can also import and modernize existing Alteryx workflows in the Prophecy app.

How much does Prophecy cost?

Prophecy is free to start, and you don't need a credit card. Paid plans for teams and enterprises are on our pricing page.

How do I get started?

Create a free account, then use Prophecy directly or install Prophecy DataGPT from the instructions in the Prophecy documentation. Admins can add it centrally for a pilot team.

Work Smarter By Unleashing AI on Your Business Data

Free to start, in your AI app or ours.

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