Merge opens a secure tool-access and model-routing layer for AI agents
Merge combines secure access to business systems, model routing, and employee tool permissions in one integration layer through Agent Handler, Gateway, and Workforce.
AT A GLANCE
Key points
- Agent Handler provides AI agents with secure access to business tools.
- Gateway manages model routing and cost controls.
- Workforce limits employee access to models, tools, and business systems.
- Final decisions and sends in the event-planning agent remain under human review.
What is changing?
In a November 5 OpenAI customer story, Merge detailed the integration layer it uses for AI products and internal workflows. Merge Agent Handler gives AI agents secure access to business tools; Merge Gateway manages model routing and cost controls; and Merge for Workforce determines which models, tools, and corporate systems employees can access. The company also said it uses GPT‑6 Astra, ChatGPT, and Codex for product reviews, testing, marketing, and business-development planning.
According to the announcement, Merge released a new tool that makes it easier to add connectors to AI products. Its agent for executive dinners uses CRM, Gong, Google Sheets, and Gmail data to propose guests, draft invitations, maintain trackers, and prepare seating plans. Merge says the same planning work previously took dozens of hours across the company and fell to about 30 minutes per event over the preceding three months; final decisions and sends remain subject to human review.
Explore the original sources
Source date: 5 November 2026.
Published by AI Radar: 6 Nov 2026, 03:01 (Istanbul, UTC+3).
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