Teams lose visibility and overspend on AI tools — centralized team plans, credits & invites

Teams lose visibility and overspend on AI tools — centralized team plans, credits & invites targets a $12.0B = 4M teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY growth estimated for enterprise AI tooling and governance (based on industry analyst reports and rapid LLM adoption).

Key trends driving demand: Proliferation of point AI tools — organizations are adopting multiple copilots, creating demand for a centralized governance and billing layer.; SaaS procurement tightening — finance and IT teams are pushing for predictable billing and cost controls, increasing demand for pooled credit and chargeback features.; Standardized identity and provisioning — widespread SSO/SCIM adoption makes it easier to onboard team management products quickly, lowering friction for admin tools..