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Whose job is it to govern enterprise AI? Alteryx Inspire 2026 makes the case for putting analysts in charge

Andy MacMillan thinks business analysts, not IT and not the vendors, should own the layer where enterprise AI gets its business logic. Joseph Pantone, who started on a Charlotte Pipe plant floor twenty-three years ago and now runs analytics for the company, already does it that way.

Alteryx Inspire stage

Math, not Frankenstein architecture - why Alteryx Inspire 2026 drew a hard line on what Large Language Models cannot do

At Alteryx Inspire 2026, the company sat journalists at a laptop, opened the product, and allowed time to investigate and find the right answer to a data challenge. The session and an interview with the CPO offered important takeaways about what enterprise data leaders should be looking for, and rarely get.

Interactive Alteryx One tool © Alyx MacQueen

Celonis turns its platform on its head with Context Model and Ikigai Labs deal - pitching itself as enterprise AI's 'voice of reason'

Celonis today launches the Celonis Context Model and announces an agreement to acquire AI decision intelligence vendor Ikigai Labs. President Carsten Thoma talks us through why this represents a fundamental rethink of what Celonis is for - and why he sees the company as the trusted middle layer enterprise AI buyers are looking for in an increasingly fraught vendor landscape.

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Why agentic data integration needs to start with meaning rather than automation

An emerging class of data fabrics promises to help automate data integration with and for AI. Bharath Thota, a partner in the Digital & Analytics Practice at Kearney, argues that it might help to reach some consensus on the meaning of the data and establish better guardrails if you want to trust the results.

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Qlik's most important AI feature is knowing when to say nothing . Boring is brilliant

Qlik has made its agentic analytics experience and MCP server generally available, and announced a new ServiceNow partnership at Qlik Connect this week. The reason it holds together has less to do with agents and more to do with a decade of unglamorous governance work.

Martin Tombs of Qlik during a video call

Enterprise hits and misses - time for an enterprise data health gut check. Plus: are context graphs a trillion dollar enterprise play?

This week - time for a diginomica research reveal: enterprise data health is the topic, and the wake-up call is now. Are context graphs a trillion dollar opportunity - and what we can take from this debate? A couple rants, a few whiffs - and it's another spunky week in the enterprise.

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