LensReading which lens this session carries.

Standard operating procedure · MK4A · Marketing

Content Production

Transactional procedure owned by Content Studio in Marketing. 7 numbered steps, 2 of them a person deciding and 5 of them agent work …

Procedure code

MK4A

Transactional

Rule versions in force

v2.0 · v4.3 · v4.6 · v1.5

4 governing rules stacked over it

In force since

2025-02-14

Earliest effective date across those rules

Last reviewed

2026-06-22

Latest review date across those rules

Rules approved by

1

Director, Content

Rule health

3/4

1 under review · 0 superseded

There is no document register behind this header. The version, the dates and the approver names are read off the governing rules this procedure runs inside, which is the closest thing the estate holds to a document control record. Nobody wrote these procedures. There is no document library behind this page and no Word file anywhere in the estate. Every procedure below is generated from rows this platform already holds: the line and its ordered stations, the owning team and the person accountable for it, the policy items bound to that team, and the governance gates seeded against the function. The steps, the owners, the gates, the approvers, the dwell times and the volumes are read straight off those rows. The sentences that join them together are generated. Read a procedure as the estate describing itself, not as a document somebody signed.

Purpose and scope

What this procedure is for and where it stops

To run content production to one repeatable standard inside Content Studio, part of Marketing.

Entry condition

Runs transactional. Starts when a threshold is crossed.

Exit condition

The unit clears distribute.

In scope

  • Every unit of content production raised inside Content Studio, from the trigger below through to the final step.
  • 5 of the 7 steps, which run without a person present.
  • 2 decisions that stop the line until a named person releases it.

Out of scope

  • Anything outside the envelope set by the owning team. It leaves the line at a gate and becomes the named approver's decision.
  • Work that belongs to another function. This line records no handoff, so nothing leaves it mid-flow.
  • The 1 step carried on the shared AI GBS spine. They are done for this line but not by this function.

Who owns it

Runs the line

Content Orchestrator

Accountable person

Director, Content

The end of the escalation path. Above them sits Marketing Chief of Staff for the function.

That team’s remit

Owns content asset work end to end inside Marketing.

That remit describes the whole team, not this one procedure, so its counts are larger than the ones on this page.

Autonomy

75% now · ceiling 78%

Drafting, localization and optimization are agentic at volume.

The procedure, step by step

7 numbered steps · 2 of them stop for a person

A step is one station on the line.

No.StepWho does itWhat happensSystem of recordTime on the stepIn flight
01

Brief

Agentworkflow

Content Brief Agent

Content Brief Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote.Customer Relationship Management3.1 hrsstandard 3.7 hrs41
02

Draft

Agentworkflow

Long-form Drafting Agent

Long-form Drafting Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote.Marketing Automation1.6 hrsstandard 2.3 hrs9
03

Fact verify

Agentworkflow

Design Variant Agent

Design Variant Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote.Digital Analytics2.1 hrsstandard 2.8 hrs29
04

Brand check

Agentworkflow

Localization Agent

Localization Agent performs this step unattended at the workflow layer, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote.Customer Relationship Management1.3 hrsstandard 3.2 hrs14
05

SME review

HumanpolicyDecision

Director, Content

Releases: Director, Content

Work stops. Director, Content reviews what the line has produced and either releases the unit or sends it back. Nothing downstream of this step runs until that decision is made.Holds until: Held for a named human when the unit exceeds the content asset decision envelope, when confidence falls below the floor, or when a policy clause is engaged.Customer Relationship Management1.6 hrsstandard 2.3 hrs0
06

Publish

HumanpolicyDecision

Director, Content

Releases: Director, Content

Work stops. Director, Content reviews what the line has produced and either releases the unit or sends it back. Nothing downstream of this step runs until that decision is made.Holds until: Held for a named human when the unit exceeds the content asset decision envelope, when confidence falls below the floor, or when a policy clause is engaged.Customer Relationship Management2.6 hrsstandard 4.5 hrs7
07

Distribute

GBSgbs

Content Brief Agent

Content Brief Agent performs this step unattended on the shared AI GBS transaction spine, outside the function, inside the envelope its owning team has set, and writes an evidence record naming the actor, the authority it acted under and the digests of what it read and wrote.Customer Relationship Management1.5 hrsstandard 1.9 hrs31

The swimlane

The same steps, laid out by who is holding the work

Three lanes: a person deciding, an agent working, and the shared services spine.

Person2 stations and 30% of the dwellAgent4 stations and 59% of the dwellShared spine1 station and 11% of the dwell2 crossings between lanes
Human
decides
Agent
does the work
GBS
shared spine
System
attributed by rule
Customer Relationship Management
Marketing Automation
Digital Analytics
Customer Relationship Management
Customer Relationship Management
Customer Relationship Management
Customer Relationship Management
Click any station to see who does it, what it costs in time, the rule that gates it and the system attributed to it.

Run the procedure

One unit walked along that swimlane on the happy viable agentified path

Press run and a single unit enters at station 01. Each station takes exactly the dwell this platform records for it and is held by whoever the estate says holds it.

speed
worked clock
00:00
allowance clock
00:00
stations cleared
0/7
the happy path, worked time0 min of 14 hrs
the same run against its allowance0 min of 21 hrs
Human
decides · 2
Agent
does the work · 4
GBS
shared spine · 1
run log

Nothing has happened yet.

where the worked time goes14 hrs a unit
Person4.3 hrs · 30%Agent8.2 hrs · 59%Shared spine1.5 hrs · 11%2 crossings between lanes
what makes this path viable
  • The lanes are the recorded lanes. 2 of the 7 stations stop for a person and every one of them still does on this run.
  • Every one of the 2 decisions is still taken by the people who hold them. The happy path is that each one is released first time, not that it is skipped.
  • The owning team is held to a 78% autonomy ceiling and this run sits at 70% unattended, inside it.
  • 3 systems are attributed across the stations, and 0 of them are connected. Nothing in this run has been watched executing against a real system of record.
what would have to change

Nothing moves. 70% of the worked time already runs unattended and the owning team is held to a 78% ceiling, so the next decision cannot be handed over until somebody raises that ceiling.

stays with a person
  • 05 SME review — Handing this over would put 81% of the worked time in the unattended lane, past the 78% ceiling this team is held to.
  • 06 Publish — The last decision on the line. Something on every procedure ends with a person, so this one is never offered.
what this run is, and what it is not

This is a run, not a forecast.

Happy means nothing goes wrong: no station raises an exception, no gate sends the unit back, no rework loop fires and nothing sits in a queue between stations.

The second clock is the allowance.

A decision may be handed to the agent lane only if two things hold …

The run reads the station rows only.

What this run does not model: arrival patterns, contention between procedures for the same person, shift patterns, weekends, learning curves, and the cost of anything.

Run it again, going wrong

The same unit, the same stations, broken the way the estate already records breaking

This is the same unit on the same stations, breaking.

No break below was chosen.

One play head, two tracks, the same scale. The clean run stops when it runs out of stations; the other one keeps going.

As written

7 stations, nothing waiting, nothing sent back

0 min of 14 hrs

now Brief · Content Brief Agent · 3.1 hrs

As the ledger has it

the same stations, plus 3 categories the estate already counts

0 min of 30 hrs

now Brief · Content Brief Agent · 3.1 hrs

personagentshared spinework the break addsnobody working it

What breaks, and where it is counted

No break below was chosen.

What the two runs say together

3 counted categories land on this procedure.

What this run cannot claim

These breaks are shown together on one unit so the shape of a bad day fits on one screen.

Two clocks run. Worked time is the sum of the time the work is actually being done …

Roles and responsibilities

6 named parties

The responsibility grid is assigned by a rule, not lifted from a chart.

PartyRACIStepsDutyEscalates to

Content Orchestrator

orchestrator

Runs the line0Sequences this line, holds its timetable and decides what has to surface to a person. Raises to Director, Content when a unit falls outside the envelope or confidence drops below the floor.

Content Brief Agent

agent

A3% autonomy · ceiling A3%

92% clean · 9% overridden

Responsible2Runs the repeatable portion of content studio inside the shared transaction spine at spine cost and spine controls.Escalates to Director, Content when the unit falls outside the decision envelope or confidence drops below the floor.

Long-form Drafting Agent

agent

A3% autonomy · ceiling A3%

91% clean · 8% overridden

Responsible1Executes the content studio step it owns, posts its evidence, and hands the unit to the next stage.Escalates to Director, Content when the unit falls outside the decision envelope or confidence drops below the floor.

Design Variant Agent

agent

A3% autonomy · ceiling A3%

95% clean · 6% overridden

Responsible1Executes the content studio step it owns, posts its evidence, and hands the unit to the next stage.Escalates to Director, Content when the unit falls outside the decision envelope or confidence drops below the floor.

Localization Agent

agent

A3% autonomy · ceiling A3%

92% clean · 9% overridden

Responsible1Executes the knowledge management step it owns, posts its evidence, and hands the unit to the next stage.Escalates to Head of Knowledge Management when the unit falls outside the decision envelope or confidence drops below the floor.

Director, Content

person

Accountable and responsible2Holds 2 decisions on this line. Accountable to Director, Content for the decisions held here.

Decision points and escalation

2 places this procedure stops

05 · SME review

1.6 hrs

Held for a named human when the unit exceeds the content asset decision envelope, when confidence falls below the floor, or when a policy clause is engaged.

Director, Content

06 · Publish

2.6 hrs

Held for a named human when the unit exceeds the content asset decision envelope, when confidence falls below the floor, or when a policy clause is engaged.

Director, Content

Handoffs out of this procedure

Nothing leaves this procedure for another function. It completes inside Content Studio.

The rules this procedure runs inside

4 governing rules

Content Studio Decision Envelope

under review

MK4-POL-200 · envelope · vv2.0

Agents in this lane may act without a human when the content asset sits inside the stated value, risk and confidence envelope.

Approved by Director, Content · in force 2025-08-23 · reviewed 2026-04-26

Binds Content Brief Agent, Long-form Drafting Agent, Design Variant Agent, Localization Agent, Search Optimization Agent

LATAM · US

Content Studio Evidence Standard

active

MK4-POL-201 · evidence · vv4.3

Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path.

Approved by Director, Content · in force 2026-03-29 · reviewed 2026-05-06

Binds Content Brief Agent, Long-form Drafting Agent, Design Variant Agent, Localization Agent, Search Optimization Agent

Global · EU

Content Studio Escalation Rule

active

MK4-POL-202 · escalation · vv4.6

Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires.

Approved by Director, Content · in force 2025-02-14 · reviewed 2026-06-09

Binds Content Brief Agent, Long-form Drafting Agent, Design Variant Agent, Localization Agent, Search Optimization Agent

LATAM · US

Content Studio Autonomy Ceiling

active

MK4-POL-203 · ceiling · vv1.5

The ceiling for this lane is 78 on the platform scale.

Approved by Director, Content · in force 2025-08-07 · reviewed 2026-06-22

Binds Content Brief Agent, Long-form Drafting Agent, Design Variant Agent, Localization Agent, Search Optimization Agent

EU · UK · US

Systems this procedure touches

3 named · 0 connected

System attribution is a rule, not a reading.

SystemVendorDomainCriticalityStepsConnection
Customer Relationship ManagementSalesforce Sales Cloudcrmcritical5modeled
Marketing AutomationMarketo Engagemarketingmedium1modeled
Digital AnalyticsAdobe Analyticsmarketingmedium1modeled

0 of the 3 systems on this procedure is connected to the platform, and none of the twenty-six in the estate register is. 2 of them are marked as taking a write back, which is a property of the system, not a live path from here.

How it performs

End to end

14.0 hrs

Summed from the time each step sits, standard 20.7 hrs — running at 68% of the standard.

Touchless

73%

Agent share

71%

A week

2,197

In flight

131

Effort a week

256 human minutes · 585 agent minutes

Volume multiplied by the time on each step.

Assurance over this procedure

4 governance gates sit above it

The twenty-four controls and eighteen exception classes in this platform are held at estate level …

GateWhat trips itWho releases itClockWaivable

New or regulated claim

approval

Any performance, comparative or regulated product claim not already substantiatedCMO and General Counsel2 business daysNo

Budget reallocation guardrail

approval

Reallocation above 5% of campaign budget or $100,000CMO1 business dayNo

New personal-data use

approval

Any new data class, inferred attribute or third-party audience sourcePrivacy officer3 business daysNo

Crisis or socially sensitive content

escalation

Public position, crisis response or politically sensitive topicCMO and Communications2 hoursNo

Next to it on the same team

Content Studio

All of Marketing

What this document is and is not

These procedures describe the modeled estate.

Actions

What is waiting on a person

What one procedure document gives you, and what to check before you treat it as the standard.

Operations

What this desk is allowed to start

A surface that only reports is not operable.

Trigger and bound

A procedure document prints purpose, scope, entry and exit, the numbered steps with the actor on each, the roles and their RACI position, the swimlane, the decision points and escalation, the handoffs, the governing rules with version and approver, the systems by rule and the timings.

Live observability

What the record shows right now

The whole library, by lane, so a single document can be read against the estate it came from.

Current distribution

2,748 steps

Agent, inside the function1,38951%
Agent, on the shared spine85131%
Person deciding at a gate50818%

Is policy and strategy coming to fruition

Whether the written intent is holding here

Half. The document is complete and every actor on it is measured

Not holding on the record

A procedure here carries a version, an approver, an in-force date and a last-review date.