FILE NO: AW-TECHNICAL · CLASS: OPEN

How it works, briefly.

For the curious, an optional depth. Each concept opens with one plain-language line, then the mechanics. You do not have to read it; only those who want to, open it.

AgentStaff that works inside your rules.
A language model, a task definition, tool access and memory. It plans on its own, calls tools, produces the output. Its authority is bounded by policy rails.
OrchestrationThe chief who routes work to the right department.
The orchestrator agent breaks an incoming task into parts, distributes them to the right specialist agents, and merges the results. Complex work spreads across a team, not one model.
Task RoutingGiving the right work to the right hands.
Each request is classified by content and routed to the competent department. Ambiguous or risky work is escalated to a human automatically.
CheckerA second pair of eyes on the work.
Beside every specialist agent runs a paired checker that independently reviews its output. If the checker finds an error, the work is rejected and corrected. No blind approval.
HITL · Human ApprovalIt asks a human at the important step.
At irreversible or critical steps (payment, publishing, external messages) the system stops and waits for human approval. The approval points are defined in the contract.
Policy RailsThe lines an agent cannot cross.
What agents may and may not do, and which data they can reach, is bounded by predefined rails. Stepping outside is not possible; every action lands in the audit log.
Company MemoryThe company ledger that does not forget.
Decisions, exceptions, processes and price history are kept in one searchable memory. The team changes, the knowledge stays; every agent reads and writes the same context.
CouncilMulti-model judgment on critical decisions.
Major decisions are not left to one model. Different models write independent opinions and review each other anonymously. Dissent is not hidden; it reaches a human with the minutes.
Digital TwinA model of one person’s way of deciding.
A model trained for one key executive that learns how they think and what they prioritize. It may sit on the council as an advisor; it does not decide, the last word is human.

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