The orchestration, safety, and audit layer.
Governance wrapper around vendor and in-house agents. A single operational layer that enforces autonomy tiers per agent, logs every action, rate-limits agent calls, and dispatches alerts when an agent attempts an action outside its envelope.
Kill-switch and rollback wiring. Every agent we deliver into operations has a documented kill switch reachable from the operator console and from administrative dashboards. Rollback runs against append-only state. The agent does not get a second chance to act on a hot stop.
Autonomy ladders with self-demotion. Agents operate at one of several configured tiers, suggestion-only through full execution. The agent monitors its own accuracy on rolling windows and reduces its own autonomy when precision drifts below threshold. The operator is notified.
Audit-grade logging. Append-only, immutable, queryable. Twelve-month minimum retention. Records of every model call, every tool invocation, every data access. The audit trail is the product.
Three operational contexts.
Industrial and factory operations. The engineering discipline is the controls around the autonomous agent, not the vision model or predictive maintenance physics underneath. Where the vertical AI vendor delivers the prediction, BeitSystems delivers the layer that lets the operator put it into production.
Government and public-sector workflows. Procurement, audit, benefits administration, court case management. The agent compresses the document and reconciliation work. BeitSystems engineers the audit trail, the access controls, and the human-review queues the regulator expects.
Professional services back office. Law firm document review. Accounting workpaper automation. Insurance claims triage. The vendor agents are mature. The governance is not. We deliver the governance.
The honest constraint.
BeitSystems does not build the underlying vision model, the language model, or the predictive maintenance physics. Where those are the work, the vertical AI vendor is the right firm. We build the layer that surrounds the agent so that the plant manager will sign off, the regulator will not object, and the operator on shift can pause the system without writing a ticket.