The Dr. Duffy ecosystem

The system around the intelligence

Give AI the context to act—and the boundaries to stop.

CONTEXT is a practical method for making objectives, evidence, authority, boundaries, and learning explicit before intelligent systems touch consequential work.

Decision Charter
What decision or outcome matters, who owns it, and how will success be judged?
Judgment Field
Which assumptions, tensions, uncertainties, and perspectives shape the work?
Source Map
Which sources are permitted, current, relevant, and authoritative?
Context Envelope
What may the system do, what is prohibited, and where must a person approve?
Decision Ledger
What happened, what evidence exists, and when should the system be reviewed?
Bounded claimCONTEXT is an applied operating method—not a guarantee of safety, quality, revenue, or competitive advantage. Outcomes depend on implementation, source quality, governance, and human judgment.