Enterprise software vendors turn AI agents into monetizable production platforms

MongoDB's 2026 Investor Day sharpened the Atlas Agent Engine and Enterprise Advanced roadmap, with consumption-based monetization tied to Atlas commitments. CEO succession and the lack of disclosed adoption or financial targets keep execution risk elevated, while Meta Muse AI and TechTarget's MCP server extend the broader enterprise-agent commercialization theme.