Creative production is scaling. Your QC process isn't.

Artstash QC Agent is an AI quality-control layer for creative production. It pre-screens every submitted asset — video, 2D, 3D — against your brand guidelines, flags violations with timestamped comments, and only passes work to your PM or Creative Director once it's compliant. Higher volume shouldn't mean higher risk: the agent does the proofreading so your senior talent can focus on high-impact storytelling.

Artstash QC Agent review thread: the agent fails a banner on a brand-safety policy, the designer resubmits, the art director reviews, and the agent marks QC passed

The quality control wall

In an AI-augmented world where studios test thousands of variations simultaneously, manual QC isn't just slow — it's impossible. Human error is statistically inevitable.

1

Concept

1

×3

Sizes

3

×2

Lengths

6

×3

Revisions

18

×2

Reviewers

36

=

36

Reviews per single concept

With standard ad variations and global localizations, this easily hits hundreds of cumulative manual revisions.

Same creative loop — AI pre-screens every submission before the PM sees it

Before: manual process

Designer creates & revises → PM / CD manually reviews every version → Client reviews & feeds back

Every revision depends on PM bandwidth — the bottleneck grows with scale.

×3

Avg revision rounds

~40%

Senior time on QC

0%

Automated coverage

After: with QC Agent

Designer creates & revises → AI enforces guidelines & gives instant feedback → PM / CD reviews compliant work → Client reviews

The AI acts as a multiplier for your PM — pre-checking every version before a human sees it.

3

AI checkpoints in loop

100%

Pre-screened before PM

~60%

Fewer revision rounds

What a QC cycle looks like

One asset, one afternoon — the agent and the designer close the loop before a senior ever opens the file.

01

AI pre-check

QC Failed

A new version lands. The agent scans it against every brand rule and fails it with a timestamped comment.

02

Designer fix

Resubmitted

The designer fixes and resubmits. No PM involved yet — the loop stays between designer and agent.

03

Human review

In Review

The Art Director sees only pre-screened work and comments on creative judgment, not compliance.

04

AI sign-off

QC Passed

The agent verifies the fix, marks QC Passed, and flags the asset for final human approval.

Telemetry to prove ROI and content quality

Whether proving SLA compliance for a managed client or demonstrating software ROI, QC Agent dashboards convert messy revision loops into hard data.

82%

first-pass rate · 342 assets processed

Weekly quality report

Trending technical failures surfaced automatically: incorrect safe-zone margins (24 items), wrong brand font (15 items). Target training where it's needed.

91%

pass · 1,250 assets in batch

Batch completion report

Score vendor drops objectively, with policy violations itemised (e.g. brand safety: 85 items). Rule-referenced rejection lists go back to vendors same-day.

2D·3D

and video — every format

What it checks

Logo placement and clear space, approved fonts and colours, safe-zone margins per platform, banned-content rules, required end-cards and CTAs — plus technical specs: resolution, dimensions, duration, format.

Frequently Asked Questions

What is the Artstash QC Agent?+

An AI agent that automatically checks creative assets against brand guidelines and technical specs, flags violations with specific rule references, and passes only compliant work to human reviewers.

Does it replace my PM or Creative Director?+

No. It removes compliance proofreading from their queue so review time goes to creative decisions. Final sign-off stays human.

What file types does it support?+

Video, 2D, and 3D assets — including FBX, OBJ, GLTF, PSD, PSB, and standard video formats — previewed in the browser.

How does it fit our existing workflow?+

Artstash syncs with your current storage and version control — Google Drive, Dropbox, Box, OneDrive, Git, Perforce, Diversion. Assets are checked as they arrive; statuses and comments live on the asset timeline.

How much review work does it automate?+

Every submission is pre-screened before a human sees it. Rule-based checks — logo placement, fonts, safe zones, specs, naming — are handled by the agent; humans review flagged exceptions and make final creative judgments.

How much does it cost?+

Artstash has a free plan. See the pricing page for Studio and Studio Plus plans, or contact us about QC Agent for your volume.

Stop proofreading. Start directing.

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