Use Cases

The Problem

• ✗AI models deployed without proper review can cause financial loss, regulatory violations, or brand damage
• ✗Once code is in production, proving what policy gates were applied and why becomes a reconstruction effort
• ✗Urgent deployments bypass controls without a trace

DSG ONE Solution

• ✓Every AI deployment is gated by deterministic policy engine
• ✓SHA-256 hash chain proves which policy applied and what was verified
• ✓Merkle tree proofs allow auditors to verify compliance without scanning millions of records
• ✓Replay capability proves that the same input always produces the same decision

The Problem

• ✗Payments scatter across email, Slack, ERP systems, and spreadsheets
• ✗When regulators ask "who approved this vendor payment and why", teams often reconstruct the story
• ✗Exception overrides happen without controlled escalation

DSG ONE Solution

• ✓Unified approval workflow with deterministic gate decisions
• ✓Each approval decision recorded with hashes proving no tampering
• ✓Gap-free sequence numbers prove no hidden or deleted approvals
• ✓WORM audit trail survives regulatory audits unchanged

The Problem

• ✗Vendor risk scoring is often subjective and changes over time
• ✗Regulators want to know: what risk factors were considered, why was the vendor approved
• ✗Vendor re-scoring lacks historical evidence of prior approvals

DSG ONE Solution

• ✓Deterministic vendor risk scoring with auditable evidence
• ✓Each vendor decision includes risk factors, thresholds, and decision hash
• ✓Replay functionality proves that vendor scoring logic is consistent
• ✓Merkle proofs allow fast audit verification of thousands of vendors

The Problem

• ✗Access logs exist but linking them to policy decisions is manual
• ✗Privacy regulators (GDPR, CCPA) need deterministic proof of access decisions
• ✗Exceptions to access policies lack documented evidence

DSG ONE Solution

• ✓Each data access request gated with deterministic decision record
• ✓Hash chain proves no access logs were retroactively modified
• ✓SARIF export for privacy impact assessments
• ✓Replay proofs show that same user/context always gets same access decision

The Problem

• ✗Contract approvals happen in email chains and shared documents
• ✗No deterministic evidence of what policy gates were applied
• ✗Dispute resolution often requires manual document reconstruction

DSG ONE Solution

• ✓Contract submissions gated by deterministic approval workflow
• ✓Decision hash proves contract terms were evaluated consistently
• ✓Chain hash shows approval sequence (legal → finance → exec)
• ✓WORM trail survives contract disputes unchanged

The Problem

• ✗Regulators want evidence of policy enforcement (ISO, SOC2, HIPAA, GDPR)
• ✗Manual audit response takes weeks and errors are expensive
• ✗Policy changes over time but audit evidence is static

DSG ONE Solution

• ✓Determinism engine records every policy decision
• ✓SARIF export auto-generates compliance reports
• ✓Merkle tree proofs allow fast partial audits
• ✓EU AI Act evidence pack included for AI governance audits