Workflows > prompts.
Systems that combine human judgment with AI support — designed to hold up in real organizations.
Why prompts fail
Prompts are fragile, context-poor, and easy to break.
Real work is repeatable, multi-step, and full of judgment.
Systems bridge that gap.
What is a system
A system is a repeatable workflow with clear inputs, explicit human decisions, AI-supported steps and review and override points.
AI doesn't run the system.
People do.
Anatomy of a system
Every system includes:
- clear inputs
- defined human decisions
- AI-supported steps
- review points
- outputs meant for judgment
This prevents silent failures and runaway automation.
System types
Research → synthesis → decision systems
Content planning → drafting → review systems
Client delivery systems
Internal operations systems
How we work.
- Done-With-You implementations
- Done-For-You systems
- High-trust, high-context engagements