The workflow collection / 01–04

See what useful
AI hands over.

Start with the work your team already does. Explore the inputs, the point where a person decides, and a concrete output someone can use.

Four possible starting points for a scoped assessment.

01 / Creative operations

A brief the designer
can actually use.

Approved product facts become a structured creative brief, with references and unresolved decisions kept visible.

Useful whenBrand rules are repeated across toolsFirst boundaryOne product brief · one design destination

What comes in

Synthetic input
Product record
Fictional “Aster” desk lamp. Aluminium body; matte sand finish; 36 cm high. Product facts marked approved.
Brand direction
Quiet home-office setting, warm daylight, no added product features. Square retailer image.
Handover rule
Brand owner approves the brief. A designer then confirms the asset references and destination.
Inspect the sample source note

Sample product sheet, revision 2: “Finish: matte sand. Height: 36 cm. Do not claim a dimming function.” Sample brand note: “Keep the product unobstructed; do not add logos.” The asset reference is a placeholder, not an uploaded product photo.

The workflow

  1. 01
    Check the source

    Match the product record, revision and allowed asset reference.

  2. 02
    Build the brief

    Separate fixed product facts, creative direction and prohibited changes.

  3. 03
    Human review

    The brand owner approves the brief; a designer checks fidelity before an asset is used.

  4. 04
    Prepare the handover

    Package the approved brief, source references and review decision for the agreed destination.

Inspect the handover

Creative brief

Sample CB-014 / Aster lampDraft for brand review

Home-office launch image

Keep fixed
Matte sand finish, aluminium body and proportions from the approved reference. No invented controls.
Art direction
A clear desk in warm daylight. Keep the lamp fully visible. Prepare a square composition.
Source
Product sheet r2 + brand note; approved asset placeholder A-01.
Release gate
Brand approval and asset-rights check remain outstanding. No design job has been sent.

Ready sample means the example inputs are present. A person still decides whether to release the brief.

Missing-input examplePaused for a source

The product reference is missing.

A product name alone does not establish its shape, finish or permitted image rights.

What is held
The brief stays in intake. No design instructions are released.
Request to owner
“Please provide the approved product sheet and an asset reference you are allowed to use.”
Resume when
The product owner confirms the source revision and asset permission; the brief is checked again.

A possible pilot connects only the agreed sources and destination. Image generation, asset rights and production release need their own explicit decisions.

02 / Internal knowledge

An answer you can
trace to its source.

A staff question becomes a bounded draft answer with its source passages, policy version and review owner.

Useful whenTeams search several documents for one answerFirst boundaryOne knowledge area · one approved source set

What comes in

Synthetic input
Staff question
“Can support promise a replacement before the returned item has been inspected?”
Source set
A fictional returns guide r3 and warehouse procedure r2, both marked approved for the support team.
Handover rule
A support owner checks the answer. Unapproved sources and customer-specific decisions stay outside the example.
Inspect the two sample passages

[1] Returns guide r3, §2: “Support may log a return and request photos. Do not promise a replacement before warehouse inspection.”

[2] Warehouse procedure r2, §5: “The warehouse records the inspection outcome. The support owner then confirms the approved next step to the customer.”

The workflow

  1. 01
    Check source access

    Use the approved document set available to the person asking.

  2. 02
    Find supporting passages

    Keep the document title, version and passage with each proposed statement.

  3. 03
    Human review

    The support owner resolves policy ambiguity and approves any customer-facing wording.

  4. 04
    Return a traceable answer

    Hand over the answer, citations and anything the source does not establish.

Inspect the handover

Source-linked answer

Sample KA-008 / Returns guidanceDraft for support review

Wait for the inspection outcome.

The sample policy allows support to log the return and request photos, but not to promise a replacement before inspection. [1]

The warehouse records its findings; the support owner then confirms the approved next step. [2]

Not established
The sources do not specify a refund entitlement, deadline or an exception for this customer.
Review owner
Support policy owner. Nothing has been sent to a customer.
Missing-input exampleNo policy answer issued

The approved returns guide is absent.

A warehouse note alone cannot establish what support may promise.

What is held
The replacement recommendation is withheld. Available source references remain visible.
Request to owner
“Please confirm the current approved returns policy and whether this team can access it.”
Resume when
The policy owner provides an approved source. Conflicting passages go to the owner for a decision.

A pilot needs an agreed source owner, document permissions and evaluation questions. It does not assume every document is accurate or every employee may access it.

03 / Team coordination

Leave the meeting
with a reviewable plan.

Meeting notes become proposed actions with owners, dates and links back to the decisions that created them.

Useful whenDecisions stay buried in notesFirst boundaryOne meeting format · one action destination

What comes in

Synthetic input
Meeting note
Fictional planning note: “The project lead will draft the migration checklist. The technical reviewer will check it before a pilot is approved.”
Agreed context
Checklist draft due 18 March 2030 at 17:00, Europe/London. Roles are mapped to people by the meeting owner.
Handover rule
Proposed owners confirm their actions and dates before tasks are created or reminders enabled.
Inspect the sample decision note

Sample note M-012, decision 2: “Prepare a checklist first; this is not approval to migrate.” Action 1: project lead to draft by 18 March 2030, 17:00 Europe/London. Action 2: technical reviewer to inspect the draft; review date not yet agreed. All roles and dates here are fictional.

The workflow

  1. 01
    Separate the record

    Distinguish a decision, an assigned action and an open question.

  2. 02
    Build an action draft

    Preserve the note reference, proposed owner and explicit due date.

  3. 03
    Human review

    The meeting owner checks meaning; each action owner confirms the commitment.

  4. 04
    Prepare the task handover

    Export approved actions and keep unresolved items in a separate list.

Inspect the handover

Action register

Sample AR-012 / Planning follow-throughDraft for owner confirmation

Prepare the checklist. Keep the pilot undecided.

01
Draft the migration checklist

Proposed owner: project lead
Due: 18 March 2030, 17:00 Europe/London
State: awaiting owner acceptance

02
Review the checklist

Proposed owner: technical reviewer
Due: not agreed; confirm after the draft is available
State: awaiting owner and date confirmation

Decision reference
Note M-012, decision 2. The pilot is not approved by this action list.
Release gate
No task, invitation or reminder has been created. Confirm owners and dates first.
Missing-input exampleUnassigned action

“Someone should handle this next week.”

The note has no agreed owner, task boundary or explicit date. The workflow does not turn a suggestion into a commitment.

What is held
The item goes to “decisions needed,” not to a person’s task list.
Request to owner
“Who accepts this action, what must be delivered, and what date and time zone should apply?”
Resume when
The meeting owner records the decision and the named action owner accepts it.

A pilot needs permission to use the notes, an owner directory and agreed task-creation rules. Calendar changes and notifications are separate approved operations.

04 / Operations

Make the exception
easier to resolve.

Conflicting operational records become an evidence-backed review item with a proposed owner and a clear boundary on automated action.

Useful whenPeople reconcile exceptions across systemsFirst boundaryOne exception type · two agreed records

What comes in

Synthetic input
Order export
Fictional order ORD-1042 is marked paid and allocated in the commerce record.
Warehouse export
The matching order has zero units reserved in the warehouse record. Both exports include the same order identifier.
Handover rule
Inventory mismatches go to the operations lead. A person authorizes any stock, payment or customer-message change.
Inspect the sample records

commerce.csv, row ORD-1042: payment=paid; allocation=allocated. warehouse.csv, row ORD-1042: reserved_units=0. Sample rule EX-01: compare matching identifiers, preserve both source rows and route a mismatch for review. These records are synthetic; no system was queried.

The workflow

  1. 01
    Match the records

    Check the identifier and whether both source records are available.

  2. 02
    Describe the mismatch

    Keep the observed values separate from possible explanations.

  3. 03
    Human review

    The operations lead checks the evidence and chooses the corrective action.

  4. 04
    Prepare the queue item

    Attach source references, an owner and a stable key to help avoid duplicate work.

Inspect the handover

Exception review item

Sample EX-1042 / Inventory mismatchNeeds operations review

Allocated in commerce. Nothing reserved in the warehouse.

Observed evidence
Both source rows for ORD-1042. The cause is not established.
Proposed owner
Operations lead; check the warehouse reservation and the time of the exports.
Duplicate key
ORD-1042:inventory-mismatch
Action boundary
No refund, reallocation or customer message. The review owner decides what happens next.

A proposed review item, not proof that a ticket was created or that the discrepancy was fixed.

Missing-input exampleRecord cannot be matched

The warehouse row has no order identifier.

A similar customer name or amount is not enough to join the records safely.

What is held
The row stays in the intake exception list. No order is changed and no mismatch is assigned to a guessed order.
Request to owner
“Please supply the order identifier and export time, or have the record owner reconcile this row.”
Resume when
The source owner supplies a verified identifier; matching and duplicate checks run again.

A pilot needs stable record identifiers, a routing owner and a list of permitted operations. Financial decisions and production writes remain explicitly scoped.

Make it specific to your team

Bring the handover
that keeps getting stuck.

One recurring task, the two main tools and a few permitted examples are enough to start a discussion. An assessment maps the work, checks feasibility and defines what a useful pilot would need to prove.

What the assessment includes

Looking for the disclosed project context? Read the anonymous enterprise workflow account. It describes Codex connecting design SaaS and office systems, reusable company Skills and business data flows. The four examples above are separate illustrations, not additional delivered client engagements.