Ops Workflow Audit · Package 04 · Safe Automation Sprint

Automate the stable pieces. Only the stable pieces.

A $2,500+ caliber package exhibit showing the four automations the client earns after two stable weeks of cadence: one spec card per automation, the guardrail on each, what stays human, and how the sprint sequences from rules to shadow mode to live.

The entry gate

This sprint does not start until the queue and cadence have run stable for two consecutive weeks.

Automating around chaos automates the chaos. The four automations below assume categories are consistent, owners are assigned by rule, statuses are updated daily, and the 15-minute review actually runs. If any of that slips, the sprint waits. That is the point of the gate, not a delay tactic.

2 weeks
of stable queue and cadence history required before any rule goes live
4
automations in scope, each with a guardrail, a human role, and a rollback
0
customer-facing messages sent without a human click, by design
Gate evidence checked before build

What "stable" means, concretely

Categories holdNew exceptions land in the agreed categories without weekly redefinition.
Owner rules holdCategory-to-owner routing has not needed manual override debates.
Statuses stay currentQueue entries reflect reality within the daily review, not days later.
Cadence runsThe 15-minute daily review and weekly readout happened both weeks.
The four automation specs

Every automation ships with a trigger, a guardrail, a human role, and a rollback

These are the same four components exhibit 04 rated "ready now" or "after stabilization." Nothing here acts on a customer without a person approving it. Nothing here guesses.

Trigger Action Guardrail Human role Failure mode

1. Owner routing

Internal only
TriggerA new queue entry is created with an exception category.
ActionOwner is assigned by the category-to-owner rule from the Package 01 tracker.
GuardrailUnknown or ambiguous category routes to the Ops Lead. The rule never guesses an owner.
Human roleOps Lead reviews routed entries in the daily review and corrects any that landed wrong.
Failure modeA mis-categorized entry routes to the wrong owner and sits unworked.
RollbackOwner is reassigned manually. The routing rule is reviewed in the weekly readout.

2. SLA aging alerts

Internal only
TriggerA queue entry crosses its SLA target, or hits an escalation threshold.
ActionThe owner is alerted at SLA target. The founder is notified only on a threshold hit.
GuardrailAlerts go only to owners and the threshold list. No broadcast noise, no channel spam.
Human roleThe owner decides the next action. The alert changes attention, never the entry itself.
Failure modeAlert fatigue. Too many alerts and owners stop reading them.
RollbackThresholds are tuned in the weekly readout until alerts are rare enough to matter.

3. Daily digest

Read only
TriggerEach morning, before the daily 15-minute review.
ActionA summary of open, aging, blocked, and customer-impacting entries goes to the team.
GuardrailThe digest is a read-only summary. It takes no actions and changes no entries.
Human roleThe team uses it to run the daily review. Decisions stay in the room, not in the digest.
Failure modeStale data. If queue hygiene slips, the digest reports fiction.
RollbackDigest is paused until queue hygiene is restored, then resumed.

4. Customer-update prompts

Human approval
TriggerA status change on a customer-impacting queue entry.
ActionA DRAFT customer update from the matching Package 03 template is queued for CS review.
GuardrailNothing sends without a human click. Drafts come only from approved templates, never generated language.
Human roleCS reads the draft, edits or discards it, and sends only what they approve.
Failure modeThe wrong template is matched to the status change.
RollbackDrafts are disabled. CS reverts to using the manual templates directly.
What stays human, and why

The sprint is defined as much by what it refuses to automate

ComponentVerdictReason
AI-generated customer repliesNot firstCustomer trust and QA come before language automation. Templates with human approval must prove reliable before any generated text touches a customer.
Predictive inventory riskLaterNeeds clean resolution-code history and enough repeated patterns. The queue is only starting to produce that data.
Refund and exception policy judgmentHuman alwaysAny judgment call on refunds, credits, or exceptions policy stays with a person. No rule makes goodwill decisions.

These verdicts match the automation readiness table in the future-state exhibit. The sprint does not renegotiate them.

Sprint sequencing

Rules first, shadow mode second, live with monitoring last

Stage 1

Build the rules

  • Encode category-to-owner routing from the live tracker.
  • Set SLA and threshold values from two weeks of real cadence data.
  • Map Package 03 templates to the statuses that trigger drafts.
Stage 2

Shadow mode

  • Rules run silently against live exceptions. No alerts, no drafts sent anywhere.
  • Every automated decision is compared against what the team actually did.
  • Mismatches are fixed in the rules, not excused.
Stage 3

Live with monitoring

  • Automations go live one at a time, internal-only first.
  • Each one is reviewed in the daily review and the weekly readout.
  • Any automation that misbehaves is rolled back per its spec card.
Package scope

What this package includes, excludes, requires, and proves

Included

  • The four automations above, configured on the client's exception queue and approved templates.
  • Shadow-mode testing against live exceptions before anything goes live.
  • Monitoring during rollout, reviewed in the existing daily and weekly cadence.
  • A runbook for each automation: what it does, its guardrail, and how to roll it back.

Not included

  • AI-generated customer replies.
  • Predictive analytics of any kind.
  • New platform builds.
  • Automations for workflows outside the exception queue.

Client inputs

  • Two stable weeks of queue and cadence history (the entry gate).
  • Approved customer-update templates from Package 03.
  • Access to the tools the queue and templates live in.

Definition of done

Behavioral, not artifact-based: all four automations run for two consecutive weeks with human approval intact and zero incorrect customer-facing sends. If that bar is not met, the sprint is not done.

Pricing Scoped in the audit's implementation quote.