AI Craft Academy
Join the Academy

AI Craft Academy insights

Production knowledge, organized as a system.

Reference-first field guides for creating consistent images, controlled video, believable UGC, connected campaigns, and client-ready operations.

36 field guides5 production topicsFree practical access

Explore by system

Five connected knowledge clusters.

Start with the production problem in front of you. Each cluster links fundamentals, diagnostics, templates, and operating decisions.

01 / 7 guides

Image systems

Reference control, identity consistency, realism, composition, and reusable image-generation workflows.

  • How to keep the same AI character across images and video
  • How to build an AI prompt system instead of a prompt collection
Explore the topic 02 / 8 guides

Video production

First frames, shot planning, motion prompts, camera control, sound, and edit structure.

  • Image-to-video prompting: camera motion without identity drift
  • How to design better first frames for AI video
Explore the topic 03 / 7 guides

Ads & UGC

Creator-native scripts, product integration, ad structure, hooks, and commercial content workflows.

  • How to make AI UGC ads feel creator-native
  • A 15-second AI UGC script template that stays creator-native
Explore the topic 04 / 7 guides

Product visuals

Packshot preservation, campaign worlds, static ads, product photography, and brand-safe visual systems.

  • AI product photography: from packshot to campaign world
  • The product identity lock: a prompt framework for readable packaging
Explore the topic 05 / 7 guides

Business systems

Production operations, service packaging, client delivery, distribution, monetization, and scale.

  • The AI content production workflow: reference to published asset
  • How to package AI content as a service
Explore the topic

Start here

These guides connect the complete workflow: reference control, identity continuity, and commercial product systems.

01 / Business systems

The AI content production workflow: reference to published asset

A practical end-to-end system for turning references into consistent images, controlled video shots, edits, and publishable content.

9 min read 02 / Image systems

How to keep the same AI character across images and video

A reference-first workflow for preserving facial identity, hair, skin, wardrobe logic, and visual continuity across scenes.

8 min read 03 / Product visuals

AI product photography: from packshot to campaign world

How to preserve packaging, readable branding, materials, and proportions while building premium campaign environments around a product.

8 min read

Complete directory

Every field guide. No filler.

Every page answers one clear search intent, documents a reusable method, and links back into the production system around it.

01

Image systems

7 focused guides

Topic overview
01How to keep the same AI character across images and video8 min read02How to build an AI prompt system instead of a prompt collection9 min read03How to choose better reference images for AI generation7 min read04Multi-character AI consistency without face or wardrobe swaps8 min read05Realistic AI skin texture: lighting, detail, and restraint7 min read06How to fix AI hands without rebuilding the whole image7 min read07How to keep one visual style across an AI image series8 min read
02

Video production

8 focused guides

Topic overview
01Image-to-video prompting: camera motion without identity drift8 min read02How to design better first frames for AI video8 min read03AI video shot list template for short-form edits8 min read04AI camera movement prompts: a practical director’s guide9 min read05How to maintain continuity between AI video shots9 min read06How to reduce morphing and identity drift in AI video8 min read07Sound design for AI short films and cinematic reels8 min read08AI video artifact repair: regenerate, edit, or cut away?8 min read
03

Ads & UGC

7 focused guides

Topic overview
01How to make AI UGC ads feel creator-native7 min read02A 15-second AI UGC script template that stays creator-native7 min read03An AI ad creative testing framework for small budgets9 min read04How to build an AI UGC hook library that stays specific8 min read05How to plan believable AI product demonstration shots8 min read06AI ad claims checklist: safer creative before publishing8 min read07AI UGC casting and character direction for believable ads8 min read
04

Product visuals

7 focused guides

Topic overview
01AI product photography: from packshot to campaign world8 min read02The product identity lock: a prompt framework for readable packaging7 min read03AI product lighting: build a repeatable commercial setup9 min read04How to generate transparent and glass products with AI8 min read05Product scale, shadows, and reflections in AI images7 min read06The AI campaign asset matrix: one concept, every format9 min read07How to preserve logos and readable text in AI product images8 min read
05

Business systems

7 focused guides

Topic overview
01The AI content production workflow: reference to published asset9 min read02How to package AI content as a service10 min read03AI creative brief template for brands and client projects9 min read04How to price AI creative services without selling hours10 min read05How to build an AI creative portfolio that wins relevant work9 min read06An approval and revision workflow for AI creative projects9 min read07AI asset handoff and version control for client delivery8 min read