Services / AI Operating Model / Autonomy levels
Autonomy levels: how much may AI decide on its own?
The more room for action AI is given, the clearer goals, decision rights and responsibility must be designed.
Three levels, three demands
The question is less how much autonomy a system can have, but which decisions it may safely take over for the company, and under which conditions.
Conversational AI – support
Responds to input, helps with ideas, texts and analyses. Suited to supporting the thinking and work of the individual.
Organizationally important: skills, usage rules, data protection and quality standards.
Operational AI – optimize
Is embedded in process and operational data and triggers next steps. Makes processes more measurable, scalable and partly automated.
Organizationally important: clear processes, data quality, process ownership, exception handling.
Agentic AI – delegate
Pursues goals across several steps, uses tools and systems and adapts.
Organizationally important: goals, decision rights, tool and data access, escalation paths – designed in advance.
Four things stay with people
Goal and rules
People determine what is to be achieved and within which framework.
Significant exceptions
Cases that go beyond the standard range are decided deliberately.
Real authority to intervene
Intervening requires information, time and authority – not just an approval button.
Accountability for the result
A named person stands behind the performance of the workflow.
What matters is not whether a person appears in the process, but whether they can actually exercise responsibility.
Setting autonomy per workflow
We assess each prioritized workflow along repeatability, risk, data situation and impact – and define autonomy level, control points and owners.
Criterion
Guiding question
- Repeatability
- Is the process rule-based and stable?
- Risk
- What does an error cost – for customer, brand, legal position?
- Data and process
- Are data and process steps reliably available?
- Impact
- What does the workflow contribute to the business goal?
Would you like to align your operating model with AI?
We are glad to discuss with you where AI can create impact in your organization – and which structures, roles and rules are needed for it.