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Prophecy Launches v4: AI Agents for Visual Data Prep & Analysis
AI agents turns business intent into inspectable, production-grade visual data workflows—running natively on Databricks, Snowflake, and BigQuery
Published on Feb. 24, 2026
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Prophecy, the AI data prep & analysis platform, announced Prophecy v4, bringing AI agents based on Claude Code to business users for visual data preparation and analysis. Prophecy v4 generates visual data workflows that users can visually inspect, refine, and trust—while producing production-grade code stored in Git and executing with governance and scale on customers' cloud data platforms.
Why it matters
Data prep is still the analytics bottleneck for most business data users, who often start in spreadsheets but struggle as data becomes more complex. Prophecy v4 is designed to replace legacy desktop tools and deliver a step-change in speed, quality, and scale by combining agent-driven productivity with cloud-native execution.
The details
Prophecy v4 brings an agent-driven, human-in-the-loop workflow to data prep & analysis. Users describe business intent, agents generate workflows as code, validate results by compiling and running them, and present the logic visually so users can inspect and refine quickly—keeping visuals and code in sync. Prophecy v4 is also designed for enterprise realities, with native cloud execution on Databricks, Snowflake, and BigQuery, open and trusted workflows stored as native code in Git, governed by identity, access, and policies inherited from the data platform, and auditable and reproducible by default.
- Prophecy v4 is available starting today.
The players
Prophecy
The AI data prep & analysis platform for business data teams.
Raj Bains
The CEO at Prophecy.
What they’re saying
“Coding without AI has become unthinkable in the past two years, we are bringing the same power to millions of business data users”
— Raj Bains, CEO at Prophecy (PRNewswire)
“For our customers, results that took days or weeks are being done in minutes”
— Raj Bains, CEO at Prophecy (PRNewswire)
What’s next
To see Prophecy v4 applied to marketing segmentation, watch the demo here- New Prophecy AI Built on Claude Code–See It in Action
The takeaway
Prophecy v4 represents a significant advancement in data prep and analysis, leveraging AI agents to dramatically increase productivity and collapse the data tool stack, while delivering enterprise-grade trust, governance, scale, and production-ready results.
