Content Production
Generate, transform and publish content with AI agents and workflows.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- Which formats and publishing channels are actually in scope?
- What review, brand and copyright controls are required before publishing?
- Is quality consistency more important than maximum generation speed?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- Fixed formats and channels that can be templated
- Clear brand and copyright rules agreed before publishing
- Work where consistency and traceability beat raw speed
- Who fact-checks and who signs off on brand risk
- Copyright, likeness and asset provenance
- Editor time saved after review is included
- A replacement for editorial judgement or fact-checking
- Publishing without agreed review rules
- Accuracy guarantees on fast-moving news
Three ways to solve the same problem
Choose the lowest layer that reliably removes the bottleneck.
Process first
Standardize the workflow, remove unnecessary steps and measure the bottleneck before buying technology.
Software automation
Use workflows, RPA or AI agents when the work is digital and the inputs and exceptions can be defined.
Physical robot
Use an arm, AMR, drone or humanoid when movement in the real world is the constraint to remove.
Tools for this scene · 10 tools
Dify
AI Agents
Open-source LLM app development platform
Open source
Zapier
Workflow Automation
Cloud automation connecting app triggers, actions and AI workflows
Free to start; paid plans and Enterprise available (request a quote)
FastGPT
AI Agents
AI-agent builder with RAG knowledge bases and visual workflows
Contact the vendor for pricing
Caddi
AI Agents
Cloud automation that learns a back-office process from a screen-shared walkthrough, then builds and governs a hybrid agent.
Buy or sign up directly
n8n
Workflow Automation
Open-source workflow automation, self-hostable
Buy or sign up directly
Make
Workflow Automation
Visual automation with powerful branching
Buy or sign up directly
Coze
AI Agents
ByteDance's no-code bot builder
Buy or sign up directly
MetaGPT
AI Agents
Multi-agent framework simulating a software company
Buy or sign up directly
Claude Fable 5.1
AI Agents
Claude Fable 5.1 is Anthropic's Mythos-level model for long-running coding, agentic, and knowledge work.
$10 per million input tokens and $50 per million output tokens; US-only inference at 1.1x pricing
Manus
AI Agents
AI agent that turns ideas into actions.
Buy or sign up directly