Alteryx launches AI Insights Agent on Google Cloud

Alteryx has launched its AI Insights Agent for Google Gemini AI on Google Cloud Marketplace, extending its collaboration with Google Cloud.

The product is designed to let Alteryx customers apply predefined datasets, rules and business logic to responses generated in Gemini Enterprise. The aim is to reduce inconsistencies in AI output where companies need answers to align with internal metrics and controls.

The launch addresses a problem many companies face as they bring generative AI into everyday work. While staff can adopt AI tools quickly, businesses often struggle to ensure answers reflect approved definitions, governed data and established operating rules.

The agent allows information workers to set governed datasets and business logic within Alteryx One, which are then executed in response to user queries in Gemini Enterprise. Instead of drawing answers only from raw or unstructured data, the system runs predefined workflows on data platforms including BigQuery.

That means customers can keep analytics on existing data platforms rather than moving data into another environment. The approach is intended to support auditability and tighter control over how AI-generated answers are produced.

Trust Gap

The product arrives as companies try to close the gap between the speed of generative AI tools and the governance demands of large organisations. Alteryx cited research showing that nearly half of leaders view high-quality, accessible and well-governed data as the main factor in helping agentic AI reach its potential.

This is particularly relevant in functions such as finance, operations and compliance, where errors can have immediate consequences. The agent is aimed at workflows in which accuracy is essential and answers need to be explainable.

For existing customers, the launch also offers a way to bring established analytics processes into AI systems already used by employees. Alteryx says more than 8,000 customers worldwide use its software, and the new agent is intended to extend those investments into Gemini-based environments.

Ben Canning, Chief Product Officer at Alteryx, outlined the company's view.

“At the core of enterprise AI is trust. When it comes to decisions like pricing, operations, or compliance, accuracy isn't optional. AI doesn't just need data - it needs to understand how the business actually works. That means applying defined logic, rules, and context that the people closest to the work understand and continuously evolve. With the AI Insights Agent, we're bringing that logic directly into Gemini Enterprise, so every answer is consistent, explainable, and ready to drive action,” said Ben Canning, Chief Product Officer, Alteryx.

Google Marketplace

By listing the product on Google Cloud Marketplace, Alteryx is placing it in a channel many enterprise customers already use to deploy and manage software on Google Cloud. That can simplify procurement and administration for customers that have standardised part of their data and AI estate on Google's infrastructure.

Google Cloud also framed the release in terms of deployment and scale.

“Bringing AI Insights Agent to Google Cloud Marketplace will help customers quickly deploy, manage, and grow the agent on Google Cloud's trusted, global infrastructure. Alteryx can now securely scale and support customers on their digital transformation journeys,” said Dai Vu, Managing Director, Marketplace & ISV GTM Programs, Google Cloud.

The move builds on a broader relationship between the two companies. Earlier this year, Alteryx introduced Live Query for BigQuery, which allows in-place analytics on Google's cloud data platform. The latest launch adds an AI layer by linking governed workflows and business logic with Gemini Enterprise.

Enterprise Use

The agent is intended to give business users access to answers directly within Gemini Enterprise, while allowing analysts to define the logic and guardrails behind those answers. For IT and data teams, Alteryx presents the tool as a way to enable wider use of AI without giving up oversight of how outputs are produced.

This reflects a broader shift in the enterprise software market, where vendors are embedding AI assistants into established workflows rather than treating them as standalone tools. In that model, the commercial case depends less on novelty and more on whether the software can deliver reliable results within existing governance structures.

For Alteryx, the launch signals an effort to position its analytics platform as a control layer between enterprise data and generative AI systems. Its argument is that AI adoption in large organisations will depend not only on model quality, but also on whether businesses can tie answers back to approved datasets, documented rules and repeatable workflows.

The AI Insights Agent is available now on Google Cloud Marketplace.