Unify auth, provisioning, and monitoring across multiple databases

Unify auth, provisioning, and monitoring across multiple databases targets a $6.0B = 2M software teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 20% YoY (data & DBaaS tooling growth, MarketsandMarkets and industry reports 2023-2025).

Key trends driving demand: Polyglot persistence — teams are choosing specialized databases (ledgers, vector DBs, columnar OLAP, caches) which increases the need for orchestration and a unified control plane.; Developer-first tooling — developer experience expectations have risen, favoring SDK/CLI-first products that embed into developer workflows and CI/CD.; Managed services adoption — more teams prefer managed DBs which creates an opportunity for a single control plane to orchestrate multiple managed offerings.; Security and compliance needs — centralized auth, role-based access control and consistent audit trails across data stores are increasingly mandatory for regulated customers..