During this phase, Customer deploys prototype artifact on our Unregulated cloud version and obtains usage feedback with dummy data to further iterate and refine the artifact. This often requires about 5-10 reps of iteration with a software engineer or data scientist -- either in-house or on your team. The artifact produced before then is further refined and hardened for real production use.

The last phase is making sure the application passes all organizational policies with respect to security and legal audits. We ensure that artifacts pass legal and security audits (either through our team or yours) to make sure there are no red flags later when you actually use the artifact in production (in your regulated industry). The application is then deployed on our SOC-2 attested secure app platform enclave, abiding by organizational security policies.