Local sector guides
These sectors are starting points for a country-specific enterprise conversation, not claims that one product or use case works everywhere.
Five sectors
US financial organisations need faster decisions and investigations while preserving fair treatment, explainability, customer recourse, and model-risk controls.
Practical start: Start with investigator assistance or risk prioritisation and test protected-group impact, overrides, drift, and recourse.
Read the sector guideHealth systems and life-science companies need administrative, research, and clinical support without treating generated output as clinical evidence or professional judgement.
Practical start: Start with a clearly bounded documentation or research workflow and document FDA, HIPAA, safety, and validation questions.
Read the sector guideGovernment and infrastructure operators need resilient, secure, reviewable systems that do not hide decisions or create unmanaged cyber risk.
Practical start: Start with a human-reviewed knowledge or operations workflow and map the relevant NIST, CISA, records, accessibility, and procurement controls.
Read the sector guideEngineering and platform teams need to increase throughput while retaining code review, supply-chain security, reliability, licensing, and rollback control.
Practical start: Start with test generation, incident summarisation, or bounded coding assistance and measure defects, review time, and security findings.
Read the sector guideCustomer and workforce teams need useful automation that improves service without reducing privacy, accessibility, recourse, or human escalation.
Practical start: Start with grounded knowledge or agent assistance and measure resolution quality, customer effort, escalation, and disparate impact.
Read the sector guide