Adeptia Automate 5.2 adds AI access to integrations

Adeptia has released Adeptia Automate 5.2, adding a native Model Context Protocol server that lets AI systems access enterprise integrations directly.

The software enables users and AI agents to query workflow status, execution history, and system diagnostics in real time through natural-language or tool-based requests. This removes the need to rely on dashboards for routine monitoring and troubleshooting, according to Adeptia.

The launch reflects a wider shift in enterprise software toward making integration systems readable by AI tools rather than only by human operators. In practice, a user or assistant can ask for recent integration runs, failed workflows, or production diagnostics and receive a response from the platform.

The release is aimed in part at organisations in regulated sectors such as insurance and financial services, where data flows across multiple systems can be difficult to track. Direct access to operational information could help teams identify problems more quickly and improve oversight of data movement, the company said.

Core update

At the centre of the release is support for the Model Context Protocol, an emerging standard for connecting AI assistants with software tools and data sources. In Adeptia's platform, the MCP server is designed to let AI assistants and human users query live integration environments for information on workflows and system health.

The platform draws on patterns from thousands of enterprise integrations and includes industry mappings and validation rules, according to Adeptia. Customers can also use the system to support partner onboarding and reduce implementation risk.

Additional changes in version 5.2 include updates to Adeptia's AI Mapping Co-Pilot, which improve mapping accuracy and reduce development work, the company said. File uploads, persistent chat history, and reusable business rules have also been added to provide more context during development.

Customers using earlier versions of the software can move to the new release without rebuilding existing integrations, Adeptia said. Schema conversion and workflow portability are intended to make upgrades easier.

Executive view

The release also includes infrastructure changes that improve performance, reliability, and security for large-scale workloads, according to the company.

"Our customers don't just need automation; they need to understand what's happening across their integrations in real time," said Charles Nardi, Chief Executive Officer of Adeptia.

"Adeptia Automate 5.2 allows teams and AI assistants to interact directly with integration environments using the tools they already work in. That means faster answers, less friction, and better decisions," Nardi said.

Adeptia describes its focus as "First-Mile Data," a term it uses for complex external data entering an enterprise from outside parties and systems. The latest release is intended to make that data and the integration processes around it more visible to both staff and AI tools without requiring custom logic or manual intervention, the company said.

The business said it has supplied data integration software to hundreds of organisations over more than 25 years.