KNOWLEDGE REPOSITORY
PRACTICAL PLAYBOOKS FOR APPLIED AI
WORKFLOWS
A growing library of repeatable ways to move from intent to output, with clear inputs, checkpoints and human review.
HOW TO USE THE LIBRARY
Find a process. Open the full guide.
Browse the collection here, then open any workflow for the complete sequence, toolkit, deliverables, practical notes and source links. New tutorials can be added without making this page harder to scan.
EVERY WORKFLOW
The library
Showing 9 of 9 tutorials
Drawing → Image → 3D Print
Turn a sketch, photograph or live drawing into a clean 3D model that can be finished for digital use or physical printing.
- Outcome
- A cleaned, printable 3D model
- Time
- 2–4 hours + print
- Level
- Starter
Monthly AI Radar
Turn a noisy month of releases, papers and demos into a verified editorial briefing.
- Outcome
- A source-linked monthly intelligence report
- Time
- 2–4 hours
- Level
- Intermediate
Research to Decision Brief
Convert a broad question into a concise, evidence-backed brief with explicit confidence and open questions.
- Outcome
- A decision-ready two-page brief
- Time
- 60–90 min
- Level
- Starter
Paper to Visual Explainer
Translate a technical paper into a clear visual narrative without losing the limits of the research.
- Outcome
- A five-frame visual explainer
- Time
- 90–120 min
- Level
- Intermediate
Brief to AI Video
Move from an approved idea to a coherent short video through controlled assets, shots and review gates.
- Outcome
- A production-ready 20–40 second video
- Time
- 3–6 hours
- Level
- Intermediate
Long Video to Content System
Turn one interview, lecture or webinar into a coordinated set of useful derivative assets.
- Outcome
- A channel-ready content package
- Time
- 90 min + review
- Level
- Starter
Idea to Tested Prototype
Use AI to compress the path from product question to a testable interface without skipping user evidence.
- Outcome
- A validated interactive prototype
- Time
- 1–2 days
- Level
- Intermediate
Reliable Agent Workflow
Design an AI agent around explicit inputs, tools, checkpoints and recovery instead of an oversized prompt.
- Outcome
- A reviewable semi-automated process
- Time
- 2–4 hours
- Level
- Intermediate
Model Evaluation Sprint
Compare AI models on the work your team actually does before changing a production workflow.
- Outcome
- A documented model selection
- Time
- Half day
- Level
- Starter
THE CREATECH WORKFLOW STANDARD
A workflow is more than a prompt.
01Start with a visible input and a testable outcome.
02Keep sources, intermediate state and decisions inspectable.
03Put human approval before high-impact actions.
04Test exceptions and failure paths before scaling.