AI workflow operations worksheet

Keep the case record when the workflow branches

Track state, evidence, responsibility, the next safe transition, and retry or rollback authority for one work item. Then replay one completion, one human pause, and one technical failure.

Open the case record Run the three-outcome replay

Use your team’s own status names. One replay checks the record shape; it does not prove workflow reliability.

Illustrative example — not client data

One workflow start · three retained records

Completed

Evidence: Destination confirmation retained

Next: Remain terminal · no retry

Awaiting human decision

Evidence: Structured decision and earlier effects retained

Next: Resume only after the decision guard

Failed — technical

Evidence: Destination state still unknown

Next: Reconcile before retry

Illustrative example: the retained evidence and authority decide what may happen next; the status label alone does not.

A status is a route, not an authorization.

A state can show where a work item stopped. It does not by itself prove business completion, preserve a reviewer’s structured decision, confirm the destination, rule out a duplicate action, or name who may retry. Keep those answers in the case record.

Blank worksheet

Fill one case record before the next transition

Keep this record beside one work item. Update it at every state change. A blank owner, destination check, or authority field is a stop signal, not a formatting problem.

Work item

Case reference

Worksheet state

Local/source state

Last updated

Work identity

Work item: Plain-language item name.
Case reference: Stable internal identifier.
Case type: Recurring work class used by this team.
Workflow version: Deploy, configuration, prompt or policy, or runbook version.
Opened / last updated: Timestamps with timezone.

Current state

Worksheet state: Queued / Working / Awaiting human decision / Completed / Failed — business rule / Failed — technical.
Local/source state: Exact status used by the team’s system or runbook.
State reason: One sentence explaining why this state is justified.
Last confirmed boundary: Last step, read, write, or destination response the team can prove occurred.

Evidence packet

Source evidence: Input record, request, source link, or fixture used.
Action evidence: Attempted steps, tool or action references, and workflow or run identifier.
Destination check: Confirmed / Not reached / Unknown — reconcile before retry, plus the evidence reference.
Result or exception: Result summary, business-rule reason, or technical exception class without secrets.
Receipt / audit link: Durable location for evidence and the reviewer record.

Responsibility

Responsible now: Person or role accountable for the current state.
Eligible reviewer: Person or role allowed to resolve a human decision.
Fault owner: Person or team accountable for diagnosing a technical failure.
Business owner: Person accountable for customer, money, record, or policy impact.

Next safe transition

Next safe transition: One explicit transition: remain terminal, return to queue after decision, hold until reconciled, or roll back a confirmed write.
Resume guard: Evidence or structured response required before work can continue.
Do not repeat: Prior reads, writes, sends, charges, or updates that must not be duplicated.
Next review trigger: Decision received, destination reconciled, fix deployed, due time reached, or new evidence attached.

Authority

Retry authority: None / Named person or role / Automated only after the stated guard.
Rollback authority: Not applicable / Named person or role / Separate approval required.
Decision recorded by / at: Responsible person or system and timestamp.
Correction path: How the team amends the record if evidence or state later proves wrong.

Portable plain text

Paste the exact blank record into the system your team already uses

The copy action includes the six worksheet groups only. It excludes the illustrative replay and page marketing copy.

AI workflow case record

Replay date:
Sample / illustrative marker:
Notes / uncertainty:

1. Work identity
Work item:
Case reference:
Case type:
Workflow version:
Opened / last updated (include timezone):
Source inputs:

2. Current state
Worksheet state: Queued / Working / Awaiting human decision / Completed / Failed — business rule / Failed — technical
Local/source state:
State reason:
Last confirmed boundary:

3. Evidence packet
Source evidence:
Action evidence (steps, tool/action references, workflow/run ID):
Destination/system touched:
Destination check: Confirmed / Not reached / Unknown — reconcile before retry
Destination-check evidence:
Result or exception class/details:
Confirmation/read-back and timestamp:
Logs / screenshots where available:
Receipt / audit link:

4. Responsibility
Responsible now:
Eligible reviewer:
Pending human task:
Structured decision:
Decision reason / comments:
Fault owner / investigation owner:
Business owner:
Approval owner:
Retry owner:
Rollback owner:
Escalation owner:

5. Next safe transition
Next safe transition:
Resume guard:
Do not repeat:
Blocked actions:
Next review trigger:

6. Authority
Retry authority: None / Named person or role / Automated only after the stated guard
Rollback authority: Not applicable / Named person or role / Separate approval required
Decision recorded by / at:
Correction path:

Illustrative example — not client data

Replay the same work item three ways

Duplicate one illustrative starting record, then change only the outcome evidence, responsibility, and authorized transition. The exercise checks whether the record survives three important branches; it does not prove workflow reliability.

CASE-A · Same illustrative work item and workflow version

Completed

All planned steps finished and the destination returned a confirmation.

What to capture: Input reference; action or run reference; destination confirmation; result summary; timestamp; workflow version.
Responsible now: Operations owner
Destination check: Confirmed
Next safe transition: Remain terminal.
Guard against: Treating exception-free execution as proof of business completion.
What earns the transition: Destination confirmation or read-back satisfies the team’s completion rule.
Retry authority: None

Review question

Does the evidence prove the business definition of completion, not only that the automation stopped without an exception?

CASE-B · Same illustrative work item and workflow version

Awaiting human decision

A policy or business decision requires an eligible reviewer.

What to capture: Decision request; structured options; source evidence; policy snapshot; prior actions; eligible reviewer; review trigger.
Responsible now: Eligible reviewer
Destination check: Record earlier writes; otherwise Not reached
Next safe transition: Return to queue only after a structured decision is recorded.
Guard against: Repeating any pre-review write, send, charge, or update already confirmed.
What earns the transition: Reviewer identity, structured decision, reason when required, and response-changed fields are retained.
Retry authority: Workflow operator after the resume guard passes

Review question

Can the workflow resume from the retained boundary without repeating earlier effects?

CASE-C · Same illustrative work item and workflow version

Failed — technical

A technical exception stopped processing before confirmation was retained.

What to capture: Exception class; step; timestamp; attempt or run reference; workflow version; side-effect inventory; last confirmed boundary.
Responsible now: Technical fault owner
Destination check: Unknown — reconcile before retry
Next safe transition: Hold failed until the destination is checked and side effects are classified.
Guard against: Blindly repeating an external action that may already have succeeded.
What earns the transition: Destination is confirmed absent, confirmed present, or corrected by rollback; named authority then decides what follows.
Retry authority: Named authority only after the resume guard passes

Review question

Could a blind retry duplicate an action that succeeded without a captured confirmation?

Transition view

State routes attention; evidence and authority decide the move

Shared start

Work item + retained case record

Completed

Confirmation retained · remain terminal

Awaiting human decision

Structured decision · guard earlier effects

Failed — technical

Destination check · named retry authority

Illustrative. Use the team’s local status names. One replay checks the record shape; it does not prove reliability.

Replay review

Save evidence, decisions, and uncertainty

Save the three case records, workflow version, logs, destination checks, and decisions made during the replay.
Keep unknown fields marked unknown. Do not turn missing confirmation into an assumed success or assumed failure.
Stop when a destination check, eligible reviewer, retry authority, rollback authority, or do-not-repeat rule is missing.
Treat dashboard counts as routing and throughput measures. They are not accuracy, cost-savings, or production-reliability evidence unless those outcomes are measured separately.

Connect the case record to approvals, receipts, rollback, and security

Three transactions, one workflow

Read the worked example behind the clean completion, human pause, and technical failure replay.

Open resource

Durable pause contract

Define what must persist and what structured decision lets a paused item resume.

Open resource

Receipt-based workflow evals

Test whether each run leaves enough evidence to reconstruct what happened.

Open resource

Rollback belongs in the workflow spec

Name the recovery path before the workflow gains permission to act.

Open resource

AI agent receipt template

Capture the source, proposed action, decision, final action, destination, and correction path for one run.

Open resource

AI workflow rollback plan

Assign stop, repair, notification, retry, and re-enable ownership before an incident.

Open resource

Approval queue guide

Route consequential actions to eligible reviewers with evidence and explicit decision options.

Open resource

Workflow security worksheet

Map systems, data, credentials, vendors, approvals, retention, and rollback before production access.

Open resource

Process automation

Replay the branches before the workflow reaches more work

Bring one workflow map and three historical items. BaristaLabs can help define the retained evidence, reviewer decision, retry guard, rollback authority, and measures that belong in a controlled replay.

Plan a three-outcome workflow replay

Or review the process automation service first.

Keep the case record when the workflow branches

Track state, evidence, responsibility, the next safe transition, and retry or rollback authority for one work item. Then replay one completion, one human pause, and one technical failure.

Use your team’s own status names. One replay checks the record shape; it does not prove workflow reliability.

AI workflow case record Replay date: Sample / illustrative marker: Notes / uncertainty: 1. Work identity Work item: Case reference: Case type: Workflow version: Opened / last updated (include timezone): Source inputs: 2. Current state Worksheet state: Queued / Working / Awaiting human decision / Completed / Failed — business rule / Failed — technical Local/source state: State reason: Last confirmed boundary: 3. Evidence packet Source evidence: Action evidence (steps, tool/action references, workflow/run ID): Destination/system touched: Destination check: Confirmed / Not reached / Unknown — reconcile before retry Destination-check evidence: Result or exception class/details: Confirmation/read-back and timestamp: Logs / screenshots where available: Receipt / audit link: 4. Responsibility Responsible now: Eligible reviewer: Pending human task: Structured decision: Decision reason / comments: Fault owner / investigation owner: Business owner: Approval owner: Retry owner: Rollback owner: Escalation owner: 5. Next safe transition Next safe transition: Resume guard: Do not repeat: Blocked actions: Next review trigger: 6. Authority Retry authority: None / Named person or role / Automated only after the stated guard Rollback authority: Not applicable / Named person or role / Separate approval required Decision recorded by / at: Correction path:

Replay the same work item three ways

CASE-A · Same illustrative work item and workflow version

Completed

All planned steps finished and the destination returned a confirmation.

What to capture: Input reference; action or run reference; destination confirmation; result summary; timestamp; workflow version.
Responsible now: Operations owner
Destination check: Confirmed
Next safe transition: Remain terminal.
Guard against: Treating exception-free execution as proof of business completion.
What earns the transition: Destination confirmation or read-back satisfies the team’s completion rule.
Retry authority: None

Review question

Does the evidence prove the business definition of completion, not only that the automation stopped without an exception?

CASE-B · Same illustrative work item and workflow version

Awaiting human decision

A policy or business decision requires an eligible reviewer.

What to capture: Decision request; structured options; source evidence; policy snapshot; prior actions; eligible reviewer; review trigger.
Responsible now: Eligible reviewer
Destination check: Record earlier writes; otherwise Not reached
Next safe transition: Return to queue only after a structured decision is recorded.
Guard against: Repeating any pre-review write, send, charge, or update already confirmed.
What earns the transition: Reviewer identity, structured decision, reason when required, and response-changed fields are retained.
Retry authority: Workflow operator after the resume guard passes

Review question

Can the workflow resume from the retained boundary without repeating earlier effects?

CASE-C · Same illustrative work item and workflow version

Failed — technical

A technical exception stopped processing before confirmation was retained.

What to capture: Exception class; step; timestamp; attempt or run reference; workflow version; side-effect inventory; last confirmed boundary.
Responsible now: Technical fault owner
Destination check: Unknown — reconcile before retry
Next safe transition: Hold failed until the destination is checked and side effects are classified.
Guard against: Blindly repeating an external action that may already have succeeded.
What earns the transition: Destination is confirmed absent, confirmed present, or corrected by rollback; named authority then decides what follows.
Retry authority: Named authority only after the resume guard passes

Review question

Could a blind retry duplicate an action that succeeded without a captured confirmation?

Save evidence, decisions, and uncertainty

Save the three case records, workflow version, logs, destination checks, and decisions made during the replay.

Keep unknown fields marked unknown. Do not turn missing confirmation into an assumed success or assumed failure.

Stop when a destination check, eligible reviewer, retry authority, rollback authority, or do-not-repeat rule is missing.

Treat dashboard counts as routing and throughput measures. They are not accuracy, cost-savings, or production-reliability evidence unless those outcomes are measured separately.