01WORKFLOW AUTOMATION

Use deterministic rules when the process is known.

IBM describes workflow automation as software executing all or part of a process, and notes that AI is not required. Stable triggers, conditions and actions are usually easier to test and govern as rules.

02AGENTIC EXECUTION

Use a delegate when the path depends on context.

NIST's 2026 agent work describes AI agent systems as capable of planning and taking autonomous actions that affect real systems. That capability changes the risk model because the software can choose actions rather than only follow a fixed path.

03WORK COORDINATION

Coordination decides how the responsibility fits the business.

A responsibility still needs an owner, relevant context, an outcome, authority limits and a place for exceptions. Coordination remains necessary even when every individual step can be automated.

04AUTHORITY

Technical capability and execution authority are separate.

Access to a tool or record does not by itself answer whether an automation may send, spend, approve, schedule or commit. Those rights need an explicit organizational boundary.

05AUDIT

The more discretion a system has, the more important its run history becomes.

NIST guidance emphasizes governance, human roles, oversight, documentation and monitoring. Voyager applies that principle through permissioned tools, approvals, escalation and recorded Worker runs.

DIRECT ANSWERS

The practical questions behind the concept.

Does every workflow need AI?: No. If the trigger, conditions and action are stable, rule-based automation is usually the simpler mechanism.
What makes agentic automation different?: The software has more discretion to plan or choose actions based on context rather than only executing a fixed sequence.
Where does work coordination fit?: It defines how the responsibility connects to business context, ownership, authority and downstream consequences regardless of the execution mechanism.

SOURCES & METHOD

What is sourced, and what is Voyager analysis.

IBM supports the workflow-automation definition. NIST supports the descriptions of agent capability, governance and human oversight. The rule, agent and coordination model is Voyager analysis.

GO DEEPER

Workflow automation, agentic automation and work coordination: where each fits.

Use deterministic rules when the process is known.

Use a delegate when the path depends on context.

Coordination decides how the responsibility fits the business.

Technical capability and execution authority are separate.

The more discretion a system has, the more important its run history becomes.

The practical questions behind the concept.

Classify one automation before adding more autonomy.

Workflow automation, agentic automation and work coordination: where each fits.

Use deterministic rules when the process is known.

Use a delegate when the path depends on context.

Coordination decides how the responsibility fits the business.

Technical capability and execution authority are separate.

The more discretion a system has, the more important its run history becomes.

The practical questions behind the concept.

What is sourced, and what is Voyager analysis.

See how Voyager handles it.

Classify one automation before adding more autonomy.