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Practical tools for turning one-off AI use into repeatable work you can trust.
AI Maturity Ladder
A practical path for moving from scattered AI use to reliable, governed AI workflows. Diagnose where your AI work stalls, install the next operating layer, and build toward reusable workflows, owner-safe delegation, and evidence-backed reliability.
Designed for serious operators, small teams, and knowledge workers who need AI work to become more repeatable without giving up judgment or control. The ladder is being developed through Promptivity's applied workflow research and field tests.
What the ladder helps you do
- Identify your current AI maturity stage
- Find the next reliability bottleneck
- Turn ad hoc chats into reusable workflows
- Add capture, memory, and closeout habits
- Build toward governed autopilot and reliability
The five stages
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Ad hoc
one-off chats, low reuse, inconsistent results — breaks when real decisions or stakeholders enter the workflow
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Repeatable
some structure, occasional reuse — breaks when volume or complexity increases
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Structured
consistent patterns, reusable outputs — breaks when work must persist across time or teams
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Integrated
work is organized, stored, and reused across contexts — breaks when outputs must be trusted under pressure
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Optimized
governance, verification, and improvement loops are intentional — scales because reliability is engineered, not assumed
Promptivity on PromptBase
Visit Promptivity’s PromptBase profile for practical, structured AI prompts designed to help with knowledge work and creative projects.
