Quick answer: Traditional automation follows deterministic rules; AI interprets text, classifies and prepares content; an agent selects steps and tools within limits. A robust process combines all three layers.
AI process automation: a practical guide
Traditional automation follows deterministic rules; AI interprets text, classifies and prepares content; an agent selects steps and tools within limits. A robust process combines all three layers.
Software, architecture and practical choices
Map the current process before choosing technology. Remove unnecessary steps, make exceptions explicit and identify where a person must decide.
Named software is provided as a technical example, not as a partnership or integration guarantee. Features, plans and availability may change; verify documentation, APIs, licences and security requirements.
Controls and metrics
Apply least privilege, log sources and actions, minimise personal data and keep a human escalation path. Measure time released, quality, errors, rework, adoption and process outcomes: message volume alone does not prove value.
Apply least privilege, log sources and actions, minimise personal data and keep a human escalation path. Measure time released, quality, errors, rework, adoption and process outcomes: message volume alone does not prove value.
How to start safely
Choose one frequent, measurable process. Document inputs, authorised sources, outputs, exceptions, ownership and approvals. Begin in observation mode, move to drafts and enable reversible actions only after testing real cases.
- Traditional automation follows deterministic rules; AI interprets text, classifies and prepares content; an agent selects steps and tools within limits. A robust process combines all three layers.
- Map the current process before choosing technology. Remove unnecessary steps, make exceptions explicit and identify where a person must decide.
- Apply least privilege, log sources and actions, minimise personal data and keep a human escalation path. Measure time released, quality, errors, rework, adoption and process outcomes: message volume alone does not prove value.
Frequently asked questions
What is the main point?
Map the current process before choosing technology. Remove unnecessary steps, make exceptions explicit and identify where a person must decide.
What should be tested?
Choose one frequent, measurable process. Document inputs, authorised sources, outputs, exceptions, ownership and approvals. Begin in observation mode, move to drafts and enable reversible actions only after testing real cases.
Is the result guaranteed?
Apply least privilege, log sources and actions, minimise personal data and keep a human escalation path. Measure time released, quality, errors, rework, adoption and process outcomes: message volume alone does not prove value.