Designing for confidence in intelligent systems
Practical patterns to keep people in control without slowing them down.
AI Roadmapping • Governance & Accountability • Skilled-worker Optimization
AI in Production Requires More Than a Working Model
AI pilots succeed in controlled environments.
Production introduces structural pressures.
Outputs begin shaping real decisions.
Accountability diffuses.
Exposure compounds as systems scale.
When escalation pathways and decision rights are not explicit, risk expands quietly.
DST works with leaders accountable for AI initiatives approaching material commitment, where product, operations, and governance must be aligned before scale.
Clarity makes scale defensible.
