AI-native Analytics
The latest industry news, interviews, technologies, and resources.
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.
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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.
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AI-Easy Data Workflows, with Trust, for Business Users
AI can finally bring safe, trusted self-service data management to business users.
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Designing AI Agent Workflows That Don't Break Governance
Four structural controls that keep AI agent workflows auditable—permission inheritance, step visibility, human checkpoints, and automatic change history.
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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.
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Why “Almost Right” Is the Biggest Problem With AI-Generated Data Pipelines
An AI-generated data pipeline that runs cleanly can still be wrong.
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The Benefits of Agentic Data Prep and How to Achieve Them for Your Organization
A closer look at outcomes and practical considerations for the path to AI modernization.
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AI-Led Industrial Revolution: First Code, Now Data
The First Industrial Revolution wasn’t just about new machines. It was about new ways of organizing work. That same pattern is now playing out in software—and data is next.
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Unlocking Faster Data Prep with Agentic Capabilities
Four specialized capabilities determine whether AI agents genuinely accelerate data preparation—or just add noise. Here's what robust agentic data prep requires.
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The AI Data Prep Landscape
AI transformed how software is written in 2025. Data preparation is next.
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The AI Data Prep & Analysis Opportunity
The opportunity is to rethink how analysis happens. Not a toy that generates code for a demo, but an operating model and platform that shrinks the path from intent to impact.
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Agent-Powered Pipeline Development: Designed for Humans, Built for Production
AI agents shouldn't auto-deploy pipelines. See how Prophecy's agentic approach keeps humans in control—with visual workflows, natural language refinement, and real governance.