A model is one part of the platform.
Map the responsibilities around a useful AI application.
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INTELLIGENCE
Understand the change.
Keep the evidence.
An editorial view of platform architecture, operating responsibilities and useful AI outcomes.
RESEARCH BRIEFS
Questions worth
working through.
Written from primary sources checked on 8 November 2026.
Read brief
Count accepted work, not just tokens.
Keep quality and human effort inside the comparison.
Evidence before wider access.
Turn readiness into an inventory of decisions and tests.
Context and identity travel together.
A connector does not decide who should see the answer.
The pilot is a beginning.
Build the operating day into the platform decision.
Choose the responsibility boundary.
Compare operating models using costs and control requirements.
RESEARCH STANDARD
Facts, interpretation
and proposals.
Vendor descriptions retain their attribution. Our analyses and future applications are interpretations, not company commitments.