Use Cases · Domain 01
Financial services & regulated FinTech
The Bay Street focus, and the highest-value immediate market: under OSFI, "we believe the model is correct" is not a defensible control. Proof is.
Three lenses on the same proof engine
AI-generated code
Legacy mainframe modernizationProve functional equivalence when AI transpiles mission-critical COBOL, PL/I, or SAP ABAP into Java or C# — the ported logic must match the legacy system's own numbers, byte for byte.
Smart-contract validationVerify AI-generated Solidity or Rust against reentrancy, integer overflow, and flash-loan exploit classes before a contract is ever deployed.
Quantitative trading scriptsAudit AI-written Python and C++ trading algorithms to guarantee they cannot trigger unauthorized leverage —
exposure <= mandate_limit, always.Model outcomes
Credit & loan-scoring invariantsProve an AI credit model never violates fair-lending rules or its declared mathematical risk thresholds across the scored population.
DeFi transaction ledgeringIngest transaction outputs and mathematically prove asset conservation —
tokens_in == tokens_out — across every settled batch.Regulatory report verificationCross-check AI-generated compliance reports against hard regulatory math rules, so a filing's totals are proved before they are submitted.
Agent behavior
Autonomous treasury managementMonitor agents managing corporate cash reserves and block any transaction that breaches an exposure or concentration limit.
Automated dispute resolutionEnsure customer-service agents settling billing disputes can never refund more than the maximum allowable cap —
refund <= cap.Back-office settlement agentsAudit multi-step clearing and settlement loops to prove no trade is ever executed out of sequence.
Bring your domain's hardest rule
If you can state the rule that must hold, an authorized TrueVectors evaluation can check the AI's work against it — deterministically, with a receipt. Tell us the invariant that keeps you up at night.
TrueVectors verifies code, outcomes, and agent behavior. Trust through proof.