Can your claims handlers and underwriters work with triage, fraud-scoring and underwriting agents while keeping the authority to overturn a recommendation — and the explanation to justify that reversal to a customer or a regulator? Claims touched by AI is not a measure of decision quality.
🛡️ Agentic Insurance Operations
Governed AI agents for claims, fraud, and underwriting — on your insurance core (Duck Creek / Guidewire) and a governed Databricks Lakehouse. Sovereign by design, human-in-the-loop, and run by your AI Center of Excellence.
Faster claims aren't the win. The combined ratio is.
Most AI in insurance is sold on what the software does. These are the three things that actually change — for your claims and underwriting teams, for the ratios the business is already run on, and for the risks you can write.
The numbers the business is already run on: loss ratio, expense ratio and the combined ratio they roll into, straight-through-processing rate, claims cycle time, and touches per claim. A faster claim that worsens leakage has moved a Level 1 number, not a Level 2 one.
Explainable, governed decisioning lets you underwrite risks you previously declined or priced defensively — finer segmentation, faster quote-to-bind, and proactive service across a book your team could not previously touch. That's a wider book, not a cheaper back office.
Levels 1 and 2 tell you the platform is working. Level 3 is the reason it was worth the investment.
Agentic Insurance Operations, End to End
Claims, fraud, underwriting and service delivered as governed agents on your insurance core — the work insurance teams actually do, automated with a human in the loop
Smart Claims Processing
Agent-assisted claims adjudication that triages, validates, and routes claims on your insurance core — with human approval at the gates, not a black box.
- Agentic triage and auto-adjudication for clean claims
- Real-time fraud scoring during intake
- Computer-vision damage assessment
- Intelligent claims routing and prioritisation
- Settlement calculation with human-in-the-loop review
Advanced Fraud Detection
Multi-layer fraud detection on a governed Databricks Lakehouse — ML analysis and network detection that flags for investigation, with every decision explainable.
- Network analysis for organised fraud rings
- Real-time risk scoring during submission
- Pattern recognition across claim types
- Automated investigation workflows
- Explainable scores with full audit trail
Agentic Underwriting
Faster, more consistent underwriting decisions with ML-powered risk assessment and automated policy generation — guardrailed and reviewable.
- Assisted quote generation and approval
- Real-time data integration for risk signals
- Straight-through processing for low-risk applications
- Configurable rule engine with guardrails
- API-first integration with your core
Dynamic Pricing & Risk Assessment
AI-assisted pricing with telematics and alternative data, modelled on a governed Lakehouse for defensible, auditable decisions.
- Telematics-based personalised pricing
- Alternative data integration
- Catastrophe risk modelling
- Competitive positioning analytics
- Portfolio optimisation analytics
Customer Intelligence & Retention
Predictive customer analytics with proactive, governed engagement — churn signals and personalised journeys with a human owning the outreach.
- Customer lifetime value modelling
- Churn prediction with confidence ranges
- Retention campaign support
- Cross-sell opportunity identification
- Personalised customer journeys
Regulatory Compliance & Reporting
Automated regulatory reporting and audit trails aligned to Australian prudential expectations — APRA-aware by design.
- Automated regulatory reporting
- IFRS 17 compliance calculations
- Real-time regulatory limit monitoring
- Comprehensive audit-trail system
- Risk-management dashboards
How We Build — On Your Insurance Core
A governed agentic layer beside your core, never inside it: insurance core (Duck Creek / Guidewire) → governed Databricks Lakehouse → governed agents → sovereign, AU-resident data
The Architecture Spine
Insurance Core Integration
We integrate with your insurance core (Duck Creek / Guidewire) via stable, released APIs — policy, claims and billing stay where they are, never modified.
Databricks Lakehouse
A governed data backbone for insurance agents — sovereign, AU-resident, with lineage and access controls end to end on a Databricks Lakehouse.
Governed Agents
Claims, fraud and underwriting agents run with human-in-the-loop checkpoints and full audit trails — explainable, reviewable, never a black box.
Sovereign & AU-Resident
Data and agents stay in Australia, aligned to prudential expectations — built for APRA-regulated insurers and risk-sensitive buyers.
Trust, Compliance & Standards
The security, sovereignty, and governance posture an insurer's risk and prudential team needs to see
Status is indicative and confirmed per engagement. We are Databricks-based on your insurance core (Duck Creek / Guidewire), vendor-neutral, and not an SAP partner. Certification letters available under NDA.
Where It Earns Its Keep
The outcomes insurance teams target — each tied to a real workflow. Figures are targets confirmed against your baseline, not guarantees.
Claims Processing Efficiency
Agentic triage and adjudication take the manual grind off claims teams.
- Higher auto-adjudication rate for clean claims (target, baselined per engagement)
- Shorter processing time
- Lower operational cost per claim
- More consistent decisions with validation at each gate
Fraud Prevention Impact
Better detection and faster investigation reduce leakage and risk.
- Reduced fraud leakage (target, baselined against your book)
- Fewer false positives on tuned models
- Faster investigation resolution
- Explainable scoring for every flagged claim
Financial Performance
Sharper pricing and tighter operations target a healthier loss ratio.
- Improved loss ratios (target, confirmed per engagement)
- More accurate premium pricing
- Faster underwriting decisions
- Lower administrative cost
Customer Experience
Faster service and proactive engagement support retention.
- Improved customer retention (target)
- Higher customer satisfaction
- Faster quote-to-policy conversion
- Better cross-sell relevance
Risk Management
Stronger risk assessment and governed reporting reduce exposure.
- More accurate risk prediction
- Reduced catastrophe exposure
- Automated regulatory compliance evidence
- Faster risk-adjustment processes
Phased Implementation
A governed, phased onboarding on your insurance core — sovereignty and prudential alignment first, never a risky big-bang
Foundation & Governance
Phase 1: stand up the security, sovereignty, and governance foundation — Privacy Act 1988 / APPs and APRA (CPS 230 / CPS 234) alignment from day one.
- Privacy Act 1988 / APPs alignment
- APRA CPS 230 / CPS 234 governance setup
- Data governance and audit-trail implementation
- Insurance core (Duck Creek / Guidewire) connectivity
- Role-based access and permissions
Data Integration & Lakehouse
Phase 2: build the governed Databricks Lakehouse, data pipelines, and core analytics models — sovereign and AU-resident.
- Databricks Lakehouse architecture
- Core ML model development and training
- Real-time streaming pipeline setup
- Initial fraud-detection deployment
- Lineage and access controls end to end
Agent Build & Guardrails
Phase 3: configure claims, fraud, pricing and customer agents with approval flows and human-in-the-loop checkpoints.
- Advanced fraud-detection models
- Dynamic pricing engine
- Customer churn prediction models
- Computer-vision damage assessment
- Guardrails and agent validation
Real-Time Processing & Automation
Phase 4: real-time decision engines, automated workflows, and regulatory compliance reporting.
- Real-time underwriting engine
- Automated claims-processing workflows
- Regulatory reporting automation
- Performance monitoring and alerting
- Business intelligence dashboards
Testing, Training & Go-Live
Phase 5: comprehensive testing, staff training, and change management for a seamless go-live with hypercare.
- End-to-end system testing
- User acceptance testing
- Staff training and certification
- Change management support
- Go-live readiness and hypercare
Optimise & Extend
Ongoing: continuous optimisation, model retraining, new agent use-cases, and managed support.
- Model performance monitoring
- Continuous system optimisation
- Regular model retraining
- New agent use-cases
- Ongoing platform enhancements
Who It's For
Built first for the Australian insurers where governance and sovereignty matter most
AU insurers on Duck Creek / Guidewire
Insurers running a modern insurance core who want governed agentic AI integrated via stable APIs — never a risky modification of the core.
Claims & fraud teams wanting agentic automation
Claims and SIU leaders who want agentic triage, adjudication, and explainable fraud detection — with a human in the loop, not a black box.
Sovereignty- & APRA-governance-first buyers
Regulated insurers that need Australian data residency, Privacy Act / APP alignment, APRA CPS 230 / 234 governance, and audit trails on every agent.
Aligned to Australia's Whole-of-Government Cloud posture and Hosting Certification Framework for sovereign workloads.
Built and Run by Your AI Center of Excellence
This platform runs on five CoE capabilities — strategy, people, agents, data, and governance. We design, deploy, and govern a clean-core-safe agentic layer that keeps your data sovereign in Australia and every agent auditable and cost-controlled.
Bring Agentic AI to Your Insurance Core
Book a walkthrough with an insurance specialist — we'll map your claims, fraud and underwriting workflows and show where governed agents take the load on your Duck Creek / Guidewire core.