01 / 03 · AI CONTENT AUTOMATION · 2026
FLOWCUT
From one idea to a complete content production workflow.
- ROLE
- AI Automation / Development
- YEAR
- 2026
- STACK
- n8n / OpenAI / Veo / APIs
STEP_01
IDEA
STEP_02
RESEARCH
STEP_03
SCRIPT
STEP_04
GENERATE
STEP_05
FORMAT
STEP_06
PUBLISH
01 — PROBLEM & APPROACH
Producing short-form content often requires moving between multiple tools for research, scripting, generation, formatting and publishing.
The approach: connect those steps into a single automated pipeline — so one idea enters, and publishing-ready content comes out, without the fragmented tab-switching in between.
02 — PROCESS
01
DISCOVER
Map the real production path — every tool, handoff and repeat step.
02
STRUCTURE
Turn the messy middle into defined stages with clear inputs and outputs.
03
AUTOMATE
Connect stages with orchestrated workflows instead of manual glue work.
04
GENERATE
Use AI for research, scripting and media where it adds leverage.
05
REFINE
Keep a human checkpoint for quality before anything ships.
06
PUBLISH
Output publishing-ready packages, archived and traceable.
03 — SYSTEM ARCHITECTURE · INTERACTIVE
The workflow is the product here. Hover or tap each stage to see what happens inside.
STAGE_01 — DETAIL
CONTENT IDEA
A single starting point — a topic, note, or rough angle. Everything downstream keys off this input.
One idea in
Every run starts from a single content idea so the pipeline never needs re-briefing mid-flow.
Human checkpoint
AI drafts, humans approve. The refine stage exists so quality never depends on luck.
Vertical-first
Formatting targets 9:16 from the start instead of cropping desktop outputs as an afterthought.
04 — OUTCOME & TECH
The final concept turns a fragmented production process into a connected automation pipeline, reducing unnecessary manual handoffs between stages.
Presented as a concept system — no fabricated performance metrics. Technology: n8n orchestration, OpenAI language work, Veo generation, REST APIs and JavaScript glue.