How we deploy so it does not break

We do not publish our orchestration internals, but the principles are not secret. Select the base model by measurement, not reputation. Give the agent memory so it stops starting cold every session (that is our third pillar). Put a verification gate between "the agent says it did the thing" and "the thing is done," because models will confidently report actions they never took. Contain what the agent can reach — its network egress, its filesystem, and above all its access to secrets — so a prompt injection or a bad recipe cannot exfiltrate what matters. That last piece we have open-sourced, so you can see exactly how we think about it. Phantom Vault lets an agent use your API keys by name and never see the value — encrypted at rest, jailed at runtime, sanitized on the way out. It is free and Apache-licensed; read every line at phantomvault.riscent.com. Everything else we deploy is built to the same standard: every safety claim maps to a check you could run yourself.

This is one piece of a larger framework we built and operate in production. The full picture — and how it applies to your business — is in the playbook.

We specialize in healthcare because it is the hardest vertical — strict HIPAA regulation, PHI handling, BAA chains, and zero tolerance for failure. If we can build it for healthcare, we can build it for any industry. We work across verticals.