Automation with human control

Where automation can help

Automation is useful when it prepares evidence for review without hiding uncertainty.

• Repeatable extraction, source organization, task routing, and payment-context suggestions.
• Clear signals when confidence is low, source evidence is missing, or human context is required.
• Owner confirmation for business facts that are not knowable from documents alone.
• Accountant approval for treatment, corrections, handoff, and professional judgment.

Controlled automation flow

Hans should shorten the path to review, not skip review.

1. 01Read and structure sourcesHans prepares candidate facts and context from the month’s evidence.
2. 02Suggest relationshipsThe workflow can surface likely links between documents, payments, tasks, and review items.
3. 03Route uncertaintyMissing facts become tasks, warnings, or accountant review signals instead of being silently accepted.
4. 04Keep changes inspectablePrepared work should show its source context so people can review what happened.
5. 05Require human decisionsOwners and accountants stay responsible for facts, judgment, approval, and handoff.

What Hans prepares

Automation prepares the work surface.

• Candidate extraction, classification, matching, and routing signals.
• Explanations and context that help people decide faster.
• Visible exceptions for missing files, unclear business facts, and review-sensitive items.
• A structured trail from evidence to task, match, proposal, or review state.

What people decide

Control is the product boundary.

• Owners answer business facts that automation cannot know.
• Accountants decide professional treatment and approval.
• Teams decide whether a month is ready or whether exceptions remain open.
• Sensitive, risky, or irreversible work should not happen without explicit human review.

Limits to state plainly

Clear limits make the article safer and more useful.

• Automation can prepare likely context, but it can still be incomplete or wrong.
• AI output should not be copied into public advice as if it were a professional conclusion.
• Internal prompts, model instructions, and security-sensitive logic do not belong in public articles.
• When a topic affects taxes, filing, payroll, legal duties, or firm policy, the accountant or qualified professional decides.

Next guides

Read these guides to see controlled automation in context.

• Evidence intake shows how uploaded files become prepared work or needs-attention items.
• Tasks and blockers shows how uncertainty becomes owner action.
• Accountant review shows where prepared context meets professional approval.
• Trust and access explains visible evidence, roles, and responsibility boundaries.