The easiest way to lower your team’s AI spend
Blog post from Merge
Merge for Workforce is presented as an AI governance and cost-management platform that provisions approved models, MCP servers, and skills directly into employees’ AI tools. It integrates with SCIM-compatible identity providers so access policies align with organizational roles and update as teams change, while a lightweight client deployed through existing MDM systems enforces policies on employee devices and blocks unauthorized models or MCPs. Administrators can assign model tiers by group or individual, routing high-volume tasks to lower-cost options while reserving advanced models for more demanding work. The platform automatically configures employee AI environments, scans for unapproved AI usage, and attributes each call to a user, team, model, and associated cost, enabling organizations to monitor and manage spending continuously.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| MCP | 2 | 8,729 | 854 | 211 | -20% |
| Platform Engineering | 2 | 1,191 | 259 | 79 | -17% |
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