Intelligence that can act.Authority that remains explicit.
AchieveX is developing controlled enterprise agents that combine organisational knowledge, appropriate models and approved tools to perform defined work inside explicit operating boundaries.
KNOWLEDGE · MODELS · TOOLS · AUTHORITY · EVIDENCE · HUMAN CONTROL
02 Agent system / definition
An agent is not the model.
A model can reason or generate. An enterprise agent adds context, tools, memory, workflow logic and defined authority so intelligence can participate in real work.
What does the agent need to know?
Permitted organisational information, task state and relevant history establish the operating context.
Approved knowledge onlyThe agent is the operating system around the model.
The model provides intelligence. The surrounding system determines what information it can use, which tools it can access, what actions it may take and where human authority remains required.
03 Context to action
From organisational context
to controlled action.
One request moves through distinct operational states. Intelligence becomes actionable only after context, tools and authority have been resolved.
Work enters the system.
Something happens that requires analysis, coordination or action.
Identity and task intent established
05 Illustrative agent systems
Different work.
Different authority.
Agent architecture depends on the work. Select a system to see how context, tools, authority and outcome change together.
Enterprise Research Agent
Gather, compare and structure evidence while leaving the consequential decision with the responsible person.
- 01Sources
- 02Evidence
- 03Research agent
- 04Analysis
- 05Citations
- 06Human decision
- Available context
- Approved internal information · Approved external sources
- Approved tools
- Retrieval · Source comparison · Citation assembly
- Operating outcome
- Structured analysis with citations for human decision
06 Agents in production
An agent is not finished
when it starts acting.
Once an agent participates in real work, its behaviour, tool usage, outputs, failures and escalations must remain observable and evaluable.
Observe
Understand what happened in real operation.
- What the agent attempted
- Which context and tools it used
- Where escalation happened
Reliable agents are operated,
not merely deployed.
Design an agent system
Where should an agent
participate in your organisation?
Start with the work, information and systems involved. AchieveX can help define the context, tools, authority and controls required around the agent.
Design your infrastructureStart a conversation