From weeks to minutes: AI native data prep and analysis for business teams

Most business teams still wait days or weeks to get the data they need.

A request goes to the central data team. Pipelines need changes. Dashboards need updates. Versions of the same data start to spread across teams. By the time numbers are ready, the opportunity has moved.

This webinar is about fixing that.

Prophecy is hosting a live session, “From Weeks to Minutes: AI-Native Data Prep and Analysis for Business Teams,” where you will see how AI-native data prep on Databricks can help business teams move fast without creating chaos for data platform teams. 

What this session will cover

In this webinar, you will see:

• How specialized AI agents help business and data platform teams work together instead of against each other, so requests stop piling up in queues. 

• How AI native data workflows on Databricks can cut analysis timelines from weeks to minutes while still keeping accuracy and trust in the numbers.

• How business users can self-serve data prep and analysis without creating uncontrolled copies of data or bypassing governance.

You will also see Prophecy’s AI agents in action, building analysis step by step by reading, transforming, and visualizing data, so you can understand how this works in practice, not just in theory.

Who should attend

This session is a good fit if you:

• Lead or work in a business data or analytics team

• Own a data platform or lakehouse and struggle with constant ad hoc requests

• Are trying to give business teams more freedom without losing control over data

• Are looking at Databricks and AI native tooling to modernize your stack

If you care about speed, governance, and real adoption of data and AI across the business, you don’t want to miss this webinar.

Speaker

The session will be led by:

Maciej Szpakowski
Co Founder, CTO, Prophecy

Maciej will walk through how Prophecy’s AI native data prep and analysis platform, built on Databricks, gives business teams autonomy while keeping everything aligned with central data.

Event details

• Format: Live webinar

• Date: Thursday, December 4, 2025

• Time: 9:00 am PT / 12:00 pm ET 

• Host: Prophecy

If your teams are still waiting weeks for the right data, this session will show a clear path to doing that work in minutes, with AI and with governance in place.

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Best,

Ravit Jain

Founder & Host of The Ravit Show