Glean & Gainsight integrate customer signals into AI

Glean and Gainsight have partnered to integrate Gainsight customer signals into Glean's Work AI platform. The integration is now generally available.

It brings data on customer health, risk, sentiment, and lifecycle into Glean's search and AI system, where employees already access internal knowledge and workflows. The aim is to give teams a single view of customer relationships across sales, customer success, support, and product.

Customer-facing teams often work across several systems, including customer relationship management software, support tools, call records, and internal documents. That can fragment account information, especially as companies add AI systems designed to summarize accounts, identify risks, and suggest next steps.

Under the integration, Gainsight's customer information becomes part of Glean's enterprise knowledge layer. Staff and AI agents using Glean can access permission-based customer information alongside related internal context.

The combined system is designed to help teams prepare for customer meetings, track changes in sentiment and health trends, and monitor open actions and renewals. It is also intended to help sales and customer success teams work from the same account view instead of relying on separate handoffs.

Shared account view

The move reflects a broader push by software vendors to place operational data inside the AI tools workers use every day. As more businesses deploy AI agents in commercial and support functions, the quality and structure of underlying customer data have become more important.

Glean focuses on enterprise search and AI tools that connect data, documents, workflows, and people across a business. Gainsight is known for customer success software and says more than 2,000 companies use its applications and AI agents.

Avalara, a Gainsight customer, said the integrated setup could give commercial and service teams a more complete view of accounts within their existing workflow. Its comments underscore the appeal of reducing the need to switch between multiple systems before a customer interaction.

"Customer expectations have never been higher, and the window to act on risk or opportunity is shrinking," said Liz Armbruetster, CCO, Avalara. "Having Gainsight's health and account intelligence directly inside Glean means our Sales and Customer Experience teams are working from a single, complete picture of every account. When everyone is moving from the same context, you respond faster and execute better."

AI workflow shift

The partnership also reflects a shift in how enterprise software is used, with AI becoming more embedded in routine work. In that model, account information is expected to appear where employees and automated systems already operate, rather than remain confined to a specialist application.

That matters for companies using AI for account management and retention. AI tools can draft summaries or flag account changes, but their usefulness depends on whether they can access accurate, relevant customer information.

Gainsight Chief Executive Officer Chuck Ganapathi said customer health information is most valuable when it directly informs action. He said the integration was designed to place that information inside day-to-day workflows in Glean for both employees and software agents.

"Customer health only delivers real value when it informs action and drives retention as an outcome for the business," said Chuck Ganapathi, CEO, Gainsight. "As enterprise software goes increasingly headless, the expectation is that critical insights show up wherever work happens. Our integration with Glean reflects this shift by surfacing Gainsight's trusted customer intelligence directly within Glean's Work AI platform. Both humans and agents working in Glean can access the full customer picture wherever they operate."

Glean Founder and Chief Executive Officer Arvind Jain said many revenue teams still work with disconnected customer views across CRM systems, customer success platforms, support records, and internal conversations. He said the integration is intended to bring those signals into a broader business context.

"Every company says it wants to be customer-centric, but most revenue teams are still operating through fragments - one view in the CRM, another in the CSP, another buried in call notes, support tickets, and internal threads," said Arvind Jain, Founder/CEO, Glean. "What changes with this latest Glean and Gainsight integration is that customer signals become part of a deeper enterprise context that helps teams understand what is actually happening in an account and respond with much greater speed and precision."