Traditional task agent
Starts with a task.
- Limited task context
- Temporary execution state
- Separate workflow logic
- No lasting business role
Agentic Managers
Identifiable autonomy with full business knowledge
Deploy a persistent autonomous workforce of managers and specialists with defined jobs, company knowledge, authority, history and reporting relationships.
An operating workforce
Give AI a job, not another disconnected workflow.
A Holiday Manager has a persistent identity, job description, responsibilities, credentials, authority, budget, operating history and reporting relationship. It continues to own the role as work and priorities change.
Each manager can work from the company's connected knowledge base across systems, documents, records and communications. That gives it broader training context for planning and decision-making than an agent created for one isolated task.
This is agentic AI organised as an accountable AI workforce. Persistent AI agents become defined AI managers and specialists for autonomous business operations, with management boundaries that ordinary task agents do not retain.
How the workforce operates
Managers coordinate. Specialists carry out specialist work.
Why persistence matters
Better knowledge supports better decisions.
Holiday Manager
Owns a defined job.
- Connected company knowledge
- Persistent identity and history
- Authority and escalation boundaries
- Specialists, responsibilities and reports
Example managers
Build roles around real business responsibility.
Accounts Manager
Coordinates receivables, payables, project records and finance specialists while escalating decisions that require management.
Operations Manager
Monitors recurring work, commitments, handovers and exceptions across connected operating systems.
Operating Blueprint Manager
Maintains a live view of how the business operates and identifies missed steps, duplicated work and process drift.
Control. Chat. Operate.
Put AI to work inside an environment you control.
Start with the systems and operating work your business already has.
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