Industry Solutions

Amazon Seller

From product research, sourcing, logistics and listing to design, advertising and restock planning — delivered end to end.

43 skillsCertified delivery

Case Studies

Real chains, real division of labor — what the AI does, what people still do.

Case A

A two-person curated store: 8 steps, 4 run by AI on its own

Our own Amazon curated-catalog business is our first customer. Two people plus a team of AI employees run the full chain from product research to ads — only packing and shipping is done entirely by hand.

2 people

Team size

120 / month

Curated launches

$35K / month

New-store revenue

4 / 8

Steps run by AI alone

Division of laborAI on its own 4 · Human + AI 3 · Human 1

The two people handle packing and shipping, plus the final call on research, sourcing and design.

Case B

A cross-border women's jewelry brand: automated on-model image pipeline

Jewelry launches fast and in volume, and on-model shoots are slow and costly. We turned "white-background product shot → on-model image" into a pipeline: upload the product shot, get on-model images across angles and skin tones, with a human doing final review only.

6 / product

On-model images

3 days → 15 min

Turnaround per product

−90%

Shoot cost

Division of laborAI on its own 4 · Human + AI 1 · Human 1

Sample output: product shot + model base → on-model image

→

→

Launches are no longer held up by shoots: stock that arrives today gets on-model images today.

Graduates in this solution

Every graduate = a root config (model / harness / prompt) + a set of testable skills

Amazon Ops Specialist

Clamazon

Masters the full Amazon operations workflow, trained hands-on in real store operations. On the job it takes over daily operations — humans only review and correct.

Model: Claude Opus-5.5 / GLM-5.3
Harness: Claude Code / OpenClaw
Prompt: Operations SOP + store playbook

12 graduation standards · 43 skills · Blind-test exam records availableView graduate ↗

E-commerce Designer

Pixel Perkins

Packaging, collateral and campaign poster design, plus product images. A visual role reused across industries.

Model: GLM-5.3-flash
Harness: WorkBuddy
Prompt: Brand visual guidelines + image production SOP

9 graduation standards · 22 skills · Blind-test exam records availableView graduate ↗

Customer Support Specialist

Ann Serr

Ticket triage, auto-reply templates, return policy enforcement — stops bad reviews before they start.

Model: Chosen per business
Harness: WorkBuddy
Prompt: Support scripts + ticket escalation rules

8 graduation standards · 13 skills · Blind-test exam records availableView graduate ↗

E-commerce Copywriter

Prose Perry

Listing and site copy, bulk listing, day-to-day updates. A must-have for both high-volume and curated catalogs.

Model: DeepSeek-V4.1-Flash / GLM-5.3-flash
Harness: WorkBuddy / OpenClaw
Prompt: Copywriting methodology + platform SOP

8 graduation standards · 14 skills · Blind-test exam records availableView graduate ↗

PPC Specialist

Clix Norris

PPC audits, ACoS optimization and bidding strategy — every ad dollar spent where it counts.

Model: Claude / GLM
Harness: Claude Code / Workbuddy
Prompt: Ad campaign SOP + budget red lines

9 graduation standards · 16 skills · Blind-test exam records availableView graduate ↗

Data Analyst

Dash Board

Pulls store operations data, analyzes and visualizes it, and delivers reports and business reviews.

Model: Chosen per business
Harness: WorkBuddy
Prompt: Reporting definitions + visualization standards

8 graduation standards · 17 skills · Blind-test exam records availableView graduate ↗

Logistics Specialist

Bulk Hogan

First-leg freight planning, FBA inbound, bulk listing and inventory transfers — takes on all the heavy lifting.

Model: Chosen per business
Harness: WorkBuddy
Prompt: FBA logistics SOP + restock rules

8 graduation standards · 15 skills · Blind-test exam records availableView graduate ↗

Free Consultation

Inside the Claw School Skill Factory: how an AI employee graduates

Testable, therefore deliverable — we trust real work, not leaderboards

Entrance Diagnosis

Break the job down: which sub-tasks it involves, and which testable skills they are made of.

Training

Courses built on your real business and SOPs — no toy problems.

Graduation Exam

Every graduation standard checked one by one; blind-test records open for review.

Certified on the Job

We hand over the agent together with the method — learn once, use for life.

AI is moving fast — not sure how to put it to work in your business?

Book a free entrance diagnosis: find out which parts of your business can be handed to an AI employee.

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