What you needThinkTrendsMicrosoft 365 Copilot
Govern every agent in one place✓Roles, approvals and a full audit trail for every agent–Split across Copilot, Copilot Studio and Power Platform admin
Control what each agent can touch✓Set exactly which tools, data and keys each agent can use–Possible with Copilot Studio and Azure Key Vault setup
Test every agent before it ships✓Every agent tested against your experts before release–Agent evaluation is in Copilot Studio, a separate product
See token cost per agent and team✓Token use and cost per agent, team and run, with budgets–Per-user licenses plus Copilot Studio credits
Scale proven agents across the organization✓Share tested agents across teams and see hours saved by team–Speeds up Office work; cross-system processes need Copilot Studio
See every step before it goes live✓Every step on one canvas, tested before launch–Possible in Copilot Studio, a separate product
Show the math behind an answer✓SQL and Python results, with the records they came from–Analyst and code interpreter work inside chat
Use the AI model you choose✓Any approved model, per step✕Models Microsoft chooses for you
Help inside Word, Outlook and Teams–Through Teams and connectors✓Yes, built in