Telecom
Network, customer, billing, and agent decisions
Vendor AI claims, service assurance, fraud, billing, network autonomy, data sovereignty, and human override.
NSDM vertical research
One boundary architecture, tested across real decision environments.
Each vertical changes the evidence, rules, consequences, user rights, and appropriate action. NSDM keeps one core architecture while creating domain-specific profiles.
QSR and retail
Choice, pricing, promotion, and service recovery
Decision friction, impulse, conflict, menu architecture, recommendation justification, trust, and abandonment.
Healthcare
Triage, evidence, and escalation
Source quality, contraindications, patient context, clinical authority, and emergency-routing thresholds.
Finance and credit
Underwriting, fairness, and appeal
Document evidence, adverse decisions, bias exposure, auditability, and cost per justified decision.
Cybersecurity
Refusal, assistance boundaries, and incident response
Dual-use code, malicious intent, safe transformations, SOC escalation, and adversarial testing.
Product assurance
Does the product actually work?
Authentication, uploads, reports, checkout, exports, flow evidence, and release gates.
Public sector
Authority, rights, and contestability
Eligibility, prioritisation, benefits, enforcement, appeal, and procurement claims.
NeuroBench
Decision health and multimodal evidence
EEG, gaze, EDA, heart-rate, facial-action evidence, task telemetry, and ethical intervention limits.
Enterprise AI and TokenOps
Model routing, cost, and justification
Cost per justified decision, context waste, vendor dependence, data exposure, and routing governance.