The Prophecy Blog
The latest product news, thought leadership, and industry updates from the Prophecy team.
AI-native Analytics
9 Best AI Agents for Data Analysis in 2026 (Ranked & Tested)
The 9 best AI agents for data analysis in 2026, evaluated for reasoning, governance, and cost, checked directly against each vendor's own pricing page.
AI-native Analytics
11 Best AI Tools for Data Analysis in 2026 with Pricing
Choose from 11 AI tools for data analysis based on your workflow, data stack, and budget. Compare BI, ML, spreadsheet, and governed prep tools.
Data Strategy
Self-Service Data Preparation: The 7-Step Playbook
Self-service data preparation follows seven steps, from raw data access to delivery. Walk through each step, plus governance and how to pick a tool.
Data Strategy
Dataiku Pricing 2026: Editions, Costs and What to Expect
Dataiku doesn't publish pricing on its site. See what's free, what drives a custom quote, and how to decide if a sales call is worth your time.
Prophecy for Snowflake
Prophecy and Snowflake Partner to Bring AI to Enterprise Data
Prophecy's visual, editable workflows backed by native Snowflake SQL are a trusted way for business users to prep and analyze enterprise data.
Analytics
Data Analytics Automation: What It Is and Where to Start
Data analytics automation explained simply, with real examples from finance, marketing, supply chain, and sales, plus where most teams start first.
Structured Finance
How Waterfall Asset Management Turned Data Prep Speed Into a Competitive Edge with Prophecy
Waterfall Asset Management partnered with Prophecy to automate loan tape cracking, eliminating the manual back-and-forth that once slowed down data-driven decisions.
AI-native Analytics
AI-Easy Data Workflows, with Trust, for Business Users
AI can finally bring safe, trusted self-service data management to business users.
Structured Finance
Structured Finance Software Stack: From Origination to Reporting
Explore the structured finance software stack from origination and securitization to ABS reporting.
Structured Finance
Closing the Two Loops Between Raw Loan Tape and Portfolio Decision
Manual tape work and analyst-PM rework slow loan portfolio analytics. See how agentic AI and a governed platform close both loops without breaking review.
Data Governance
How Audit-Ready Data Workflows Get Built Without Spreadsheet Chaos
FP&A teams waste 46% of time on data prep. Learn how governed self-service workflows replace ticket queues with audit-ready model inputs.
Self-service Data Preparation
The Open-Source Case for Data Prep
'No lock-in' is core to Prophecy's value proposition.
Prophecy for Snowflake
Prophecy + Snowflake: Self-Service Data Prep Without the Governance Tradeoff
Prophecy extends Snowflake's RBAC and masking policies to business analysts—no SQL required.
ETL Modernization
Alteryx Customers Are Living Through 2016 Again
Why the Alteryx workflow rebuild problem stops migration, and how Prophecy solves it.
AI-native Analytics
5 Things Prophecy Does That Databricks Lakeflow Designer Can't
Comparing Prophecy and Databricks Lakeflow Designer? See how Prophecy delivers multi-platform support, 50+ operators, and full governance at enterprise scale.
AI-native Analytics
Why “Almost Right” Is the Biggest Problem With AI-Generated Data Pipelines
An AI-generated data pipeline that runs cleanly can still be wrong.
Prophecy for Databricks
Your Data Lives in Databricks. Why Is It Commuting to Alteryx Desktop?
Your lakehouse promised one governed copy of data. Alteryx moves it to desktops daily. Learn about the five costs of the commute and how to bring it home.
Prophecy for Snowflake
AI Data Preparation for Snowflake with Claude Code
Bridge the gap between AI generation and enterprise governance. See how Prophecy empowers business users to automate reliable data preparation directly within Snowflake.