ICONIQ

Its venture and growth platform publishes operating research on growth, efficiency, hiring and the adoption of AI. Compass gives portfolio leaders access to proprietary benchmarks for comparing business metrics and identifying operating gaps.

The research goes into decisions such as structuring forward-deployed engineering teams, pricing implementation work and maintaining financial discipline as software businesses adopt AI. These are practical resources for founders building an organisation around a growing technology product.