RapidCanvas buys Entytle to add AI-driven parts and service sales for manufacturers

RapidCanvas has acquired Entytle, bringing software for finding parts and service sales opportunities into its AI execution business. Announced October 28, 2026, the deal includes Entytle’s technology, customers and employees. The target is manufacturers’ business after a machine is sold: maintaining customer relationships and capturing revenue from equipment already in use.

The business behind the purchase is the industrial aftermarket—the parts and services a manufacturer sells after delivering equipment. According to Entytle, those machines can run for 10 to 30 years, creating a long stream of potential follow-on sales. Its software focuses on the installed base, meaning the equipment a manufacturer already has operating at customers’ sites, rather than only the next new machine it might sell.

Entytle’s case for automation starts with a staffing constraint. Manufacturers with many customers and assets cannot keep every relationship actively covered, the company says. Sales teams concentrate on their largest accounts, leaving others with less attention. Entytle describes its AI agents as a way to extend that coverage through background work spanning prospecting, quoting and customer service, rather than relying on sales staff to initiate every interaction.

The starting point is equipment and customer data. Entytle says its Insyghts platform assembles, cleans and analyzes installed-base records, then uses them to support customer-facing work. Its stated functions include lists of sales opportunities and coordinating automation between tools, systems and processes. The company also describes agents that monitor activity and recommend sales, marketing or service actions.

We asked ourselves whether to build an AI-native engine or join forces with one, and RapidCanvas was the clear standout for our customers and our vision

Vivek Joshi, Entytle CEO, in the acquisition announcement

The acquisition is Entytle’s answer to that build-or-join decision. RapidCanvas is taking in the people and customer relationships alongside the software, giving it a team already focused on manufacturers’ aftermarket operations. Entytle’s named customers include Peerless Pump, Baker Hughes, GEA and Veolia. Those relationships are part of the acquired business, not newly announced wins for a combined product.

Entytle’s aftermarket specialists will work with RapidCanvas’s platform and field AI engineers. RapidCanvas calls this its Hybrid Approach: pairing an AI platform with human experts to develop and deliver business applications. The planned combination therefore brings industry-specific knowledge into a model that includes engineering support, rather than transferring the acquired software to a platform-only operation.

RapidCanvas CEO Rahul Pangam framed the opportunity as an execution problem, not only an insights problem. His stated goal is to turn aftermarket programs into AI-driven systems that operate and improve daily. That sets the ambition beyond identifying a promising customer: the combination is intended to help manufacturers carry out the work needed to pursue that opportunity.

For existing customers, the announced arrangements emphasize continuity. They will keep their current support team and gain access to the broader RapidCanvas platform and AI engineering staff. The Insyghts name will remain. Joshi will become general manager of RapidCanvas’s Aftermarket division, putting Entytle’s chief executive in charge of the business within its new owner.

Financial terms were not disclosed. The acquisition establishes the ownership, staffing and leadership changes; Pangam’s promise of faster development and continuously improving aftermarket systems remains the intended result. The next step described by the companies is the operational combination of Entytle’s specialists and platform with RapidCanvas’s engineers—not a replacement of the Insyghts brand or its customers’ existing support relationships.