
The decision framework we use with every client.
Buy to validate and cover commodity needs. Build where the use case is core to your business, touches sensitive data, or differentiates you.
We use a simple framework: volume, uniqueness, data sensitivity, and integration depth. If all four are high, build.
Scope creep and model drift — both are manageable with pilots, clear metrics, and MLOps from day one.