Dev AI Use Outpaces Controls
Dev teams are moving faster than the AI security process around them.
What is happening
Teams are adopting copilots, AI coding tools, agents, model APIs, RAG systems, and workflow automation faster than security has mapped owners, controls, gates, logging, or evidence expectations.
Why it matters
Without a baseline, the organization cannot tell what is approved, what is risky, who owns it, what evidence exists, or what should be fixed first.
What you get
Program Scorecard
14-domain AI security baseline
Control and evidence gap analysis
Ownership and roadmap clarity
Program-level recommendations
Follow-on options for launch, hardening, evidence, and training
Next step
This situation routes into the recommended path above. Scoping confirms timeline, access, deliverables, evidence needs, and commercial terms.
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