AI & analytics
Intelligent assistance. Human judgement. Regulatory accountability.
OLRAS applies AI to reduce effort and surface insight across supervisory work. AI is advisory only: final regulatory decisions remain with authorised human officers.
Where AI assists
Advisory support across the supervisory cycle
Anomaly detection
Highlight outliers and unexpected movements across returns and indicator data for officer review.
Document summaries
Summarise long submissions, responses and supporting documents, with links to the underlying text.
Filing insights
Flag completeness, timeliness and consistency issues that merit supervisory attention.
Risk trend commentary
Describe indicator movements and emerging patterns across entities and sectors.
Complaint clustering
Group related complaints to reveal potential systemic conduct themes.
Report drafting support
Prepare draft narrative for officers to review, edit and authorise.
Governed AI
Every insight is explainable and reversible
No AI output is applied automatically. Each suggestion is presented for supervisory judgement and recorded with the officer's decision.
- Source data
- The specific records, filings or documents the insight is based on.
- Rationale
- A plain explanation of why the insight was produced.
- Confidence
- An indicator of reliability, so officers can weigh the suggestion.
- Human controls
- Accept, edit, reject or override — with the officer's action recorded in the audit trail.
Dashboards
Role-based dashboards on one governed data foundation
Executive dashboard
1,248
Licensed entities
36
Open actions
94%
SLA adherence
Supervisor dashboard
82
Portfolio entities
14
Alerts
7
Overdue returns
Analyst dashboard
312
Filings received
23
Validation issues
18
Awaiting review
Reporting
Standard reports, ad-hoc analysis and controlled distribution
A standard report library, ad-hoc analytics, board packs, scheduled distribution and controlled exports operate on consistent definitions, with every run and recipient auditable.