The hard part of enterprise AI is not making an agent capable. Today's models are capable. The hard part is making a capable agent safe to run unattended, on real systems, with real consequences. SOSA — Supervised, Orchestrated, Secured Agents — is the framework MSApps uses to do exactly that.
Supervised
Every agent action that matters is reviewable, and high-impact actions require a human in the loop. An agent can draft the invoice, prepare the deploy, or queue the outreach — but a person approves anything that spends money, touches production, or reaches a customer for the first time. Supervision is not a brake on automation; it is what makes automation trustworthy enough to expand.
Orchestrated
Real work is rarely one step. SOSA treats an agent as part of a defined workflow — a sequence with clear stages, hand-offs, and stopping points — rather than a single open-ended prompt. Orchestration is what turns "ask the AI and hope" into a process you can audit, repeat, and improve.
Secured
Each agent runs with the narrowest set of permissions it needs and nothing more. Credentials are referenced, never embedded. Actions are logged. A tenant's data and tools are isolated from every other tenant's. Security here is not a wrapper added at the end — it is the boundary the agent lives inside from the first line.
Why a framework, not just a prompt
A clever prompt can produce an impressive demo. It cannot, on its own, give a business the audit trail, the access controls, and the human checkpoints that make autonomous operations defensible. SOSA is the difference between an AI experiment and an AI system you can put in front of a client, an auditor, or a regulator.
SOSA underpins the OpsAgents platform and our open-source Claude plugins. Read about our AI & Automation services or get in touch.