AI integration that delivers measurable outcomes
The following case studies are drawn from Trovix client deployments. All outcomes are verified. Client identities are withheld under non-disclosure agreements.
Claims Triage Automation
Average claims handling time fell from 4.2 days to 1.3 days within eight weeks. FCA Consumer Duty audit trail generated automatically.
Due Diligence Document Extraction
40,000 contracts reviewed in five weeks. Manual review time fell 76%. 94% extraction accuracy. Zero SRA findings.
ML Fraud Detection Integration
False positive rate fell from 23% to 3.7%. Detection precision reached 99.1%. FCA explainability log generated automatically.
Audit Process Automation
Routine documentation time fell 58%. FRC quality review returned no findings. Deployed within six weeks.
Data Reconciliation Automation
Three manual reconciliation teams replaced by an ML pipeline. Annual saving: £2.1M. Payback period: five months.
Underwriting Risk Model Integration
Risk assessment time fell from 4 hours to 22 minutes. Submission throughput increased 340% without adding headcount.