Winning ads.

You can't ship enough of them.

Neither could we. We could make a thousand a day. We couldn't tell which ten to run.

So we built an employee that can. And we made it prove it.

Meet it.

It does not do moodboards. It does the week.

It works where your team already talks. Ask for the week; it comes back with a plan, the sheet it made, what it kept, what it killed and why, and a hold for your approval.

# creative

Thread · a whitening brand

DR
Dana Ruiz9:02
Can you get next week's statics going? The strips are the push. Same rules as last week.

This is how it works.

Copia's real contact-sheet pipeline, drawn from the definition Copia runs when you ask it for statics. The run lighting it up is illustrative.

1The sheet
One render, sixteen takes on one sheet, each cell its own idea for your brief.
2The split
3The judge
4Text accuracy
5Product identity
6Delivery
7The hold

reference ads, product photos

per-sheet briefs

first-pass-sheet-<row id>

one per brief index

cell lenses

mirror sheets

eligible

nothing to cut: one more render

crop rectangles

raw takes

one per cell

best-first order

picked

not picked: banked

photo in the drawn colour

first image

each judged image

obvious defects

accuracy and text passed

findings

passed

until it passes or repair_passes is spent

passed

budget spent: blocked

sheet result

render lost to a worker shutdown

render once more

every sheet settled

no Multiplier set

one completion per card and ratio

Copia: dispatch (work-first-pass)

Worker: contactSheetFirstPassWorkflow

Copia: callback and settle

One sheet per brief

One cell per grid square

Tick (every 5 min)Complete

work-first-pass

Complete

Pick tasksComplete

work-first-pass › runDispatchPass

Complete

Task referencesComplete

_shared/workFirstPassSheet.ts › loadTaskReferences

Complete

Plan sheetsComplete

_shared/workFirstPassSheetPlan.ts › planTaskSheets

Sonnet

Complete

Run rowComplete

work-first-pass › buildFirstPassSheetParameters

Complete

Start the passComplete

work-first-pass › postStartWorkflow

Complete

Sheets (one per brief)Complete

1 sheet

BrandComplete

runContactSheetForBriefsV2 › load_brief

Complete

ProductComplete

runContactSheetForBriefsV2 › load_brief

Complete

Reference adComplete

runContactSheetForBriefsV2 › build_prompt

Complete

Creative rolesComplete

runContactSheetForBriefsV2 › build_prompt

Complete

Load the briefComplete

runContactSheetForBriefsV2 › load_brief

reads 2 · params 1

Complete

Build the promptComplete

runContactSheetForBriefsV2 › build_prompt

reads 1 · params 3

Complete

Product into the referenceComplete

runContactSheetForBriefsV2 › reference_swap

muse-image-edit (AD_EXAMPLE_SWAP_IMAGE_MODEL) · ad_example_product_swap

Complete

Write the reference's lookComplete

runContactSheetForBriefsV2 › reference_description

gemini-3.1-pro-preview · contact_sheet_reference_description

Complete

Reference geometryComplete

runContactSheetForBriefsV2 › reference_geometry

Complete

EligibilityComplete

runContactSheetForBriefsV2 › eligibility

params 2

Complete

Render the sheetRunning

runContactSheetForBriefsV2 › sheet_generation

gpt-image-2.5 (sheet_model) · contact_sheet:sheet_generation

params 3

Running

Find the gridRunning

runContactSheetForBriefsV2 › validate_grid

params 1

Running

Split into cells

The sheet appears with a run

16 cells

Rank by request fit

runContactSheetForBriefsV2 › finish_rank

gemini-3.1-flash-lite · contact_sheet:finish_rank

params 1 · per cell

Gate

Pick cells to finish

runContactSheetForBriefsV2 › judge

contact_sheet:judgment

params 4 · per cell

Gate

Colour the cell drew

runContactSheetForBriefsV2 › polish_anchor

gemini-3.1-flash-lite · contact_sheet:polish_anchor_check

reads 1 · params 1 · per cell

Stage

Finish

runContactSheetForBriefsV2 › muse_finish

polish (finish_mode) · contact_sheet:polish_finish

params 1 · per cell

Stage

QA: accuracy and product text

runContactSheetForBriefsV2 › finish_qa

gemini-3.1-flash-lite · contact_sheet:finish_qa

reads 1 · params 3 · per cell

Gate

QA: product identity

runContactSheetForBriefsV2 › identity_qa

gemini-3.1-pro-preview · contact_sheet:identity_qa

per cell

Gate

Brand rules (record only)

runContactSheetForBriefsV2 › brand_rules

gemini-3.1-flash-lite + gemini-3.1-pro-preview · contact_sheet:brand_rule_qa

reads 1 · per cell

Gate

Anatomy (record only)

runContactSheetForBriefsV2 › anatomy

gemini-2.5-flash · contact_sheet:anatomy_qa

per cell

Gate

Repair

runContactSheetForBriefsV2 › repair

openai/gpt-image-2.5/sunburst/edit · contact_sheet:image_repair

params 2 · per cell

Stage

QA after repair

runContactSheetForBriefsV2 › repair_qa

gemini-3.1-flash-lite · contact_sheet:repair_qa

per cell

Gate

Delivery ratios

runContactSheetForBriefsV2 › ratio_variants

params 3 · per cell

Stage

Cell outcome

runContactSheetForBriefsV2 › cell_outcome

reads 1 · params 1 · per cell

Decision

Render again after a shutdown

contactSheetFirstPassWorkflow

Decision

Judged-delivery ledger

reportJudgedDeliveryLedger

App step

Multiplier take selection

selectDistinctVariantTakes

gemini-3.1-pro-preview · contact_sheet_variant_selection

reads 1 · params 1

Decision

Deliver

deliverContactSheetFirstPass

reads 1 · params 3

Delivery

Workflow callback

n8n-workflow-callback

App step

Settle the task

work-first-pass › runOutcomePass

App step

1 of 7The sheet

One render, sixteen takes on one sheet, each cell its own idea for your brief.

Then it goes into the account.

Copia's ads are matched to the ads in your Meta account by library name and image hash, and each one is counted from the day it is linked. Not before.

Ad account · September 2026

Illustrative

Copia's ads: $744
Everything else in the account: $3,522
Copia's share: 17.4%

Sep 1Copia's adsEverything elseSep 30

Copia's ad	Matched by	Linked	Spend
strips_14day_c06	Library name	Sep 1	$744
strips_sensitivity_c02	Image hash	Sep 6	Not linked yet
strips_14day_c09	Library name	Sep 12	Not linked yet
kit_morning_c01	Library name	Sep 19	Not linked yet

And this is what happened.

We claim the share of spend we can prove. We do not claim a ROAS edge over the rest of the account; on this account the two ran within noise of each other.

Statement

A whitening brand · September 2026

Spent in the account: $159K
Spent on Copia's ads: $51K
Copia's share of spend: 31.9%
Resolved by: Library name
Coverage: Complete

How an ad counts as Copia's, strongest evidence first

1Launch id. Copia launched the ad.
2Identical file. The ad's image is the file Copia delivered.
3Library name. The image in the ad carries the name Copia gave it.
4The brand's own label. The brand marked the ad as Copia's. Shown as self-certified.

Never counted. The brand's own uploads: its references, product photos and ad examples, even when a file matches.

Coverage. The statement bills nothing unless the ad-level spend ties out to the account's own daily total within 2%, the Meta connection held through the period, and the account's structure had synced.

Hire it.

It makes the week, holds it for your look, and proves its share in your own account.

Hire the employee See pricing

Illustrative shapes, real mechanism. Numbers from one connected account, September 2026, anonymised.