NorthStar
Module 06

Impact
Business Value & ROI

Quantified business impact across all four operational modules, with interactive ROI modeling and a phased 24-week implementation roadmap. Every figure is grounded in industry benchmarks and our Betfred experience.

£14.2m

Annual Value

£1.8m

Total Investment

24 weeks

Deployment

20

Use Cases

Return on Investment

Value by Category

Customer Experience

30% support ticket reduction, 2.4x engagement, 45% faster onboarding

£4.2mHigh

30% of total value

Regulatory Compliance

Fine avoidance (Betfred: £3.25m), 85% reporting automation, audit readiness

£3.8mHigh

27% of total value

Retail Optimisation

40% faster issue resolution, £2.1m stock waste reduction, 23% conversion uplift

£2.1mMedium

15% of total value

Marketing Efficiency

AI-driven campaign optimisation, 35% better targeting, reduced agency spend

£1.8mMedium

13% of total value

Operational Efficiency

Natural language analytics, automated reporting, reduced analyst headcount needs

£2.3mHigh

16% of total value

Total Cost of Ownership

Investment & Ongoing Costs

Build Phase (24 weeks)

£1.8m

Platform Engineering£620k
AI/ML Development£480k
Integration & Testing£340k
Security & Compliance£220k
Training & Change Mgmt£140k

Annual Run Cost

£420k-£580k

Bedrock Inference (12.1m players)£180k-£240k

Pay-per-use, scales with volume

AWS Infrastructure (Kinesis, Lambda, S3)£85k-£120k

Reserved instances for baseline

SageMaker ML Training & Hosting£60k-£80k

Monthly model retraining

Third-Party APIs (Experian, GAMSTOP)£45k-£60k

Per-query pricing

Support & Maintenance£50k-£80k

L2/L3 support, quarterly updates

Sensitivity Analysis

Base Case70% adoption£14.2m690% ROI
Conservative50% adoption£10.1m462% ROI
Optimistic90% adoption£18.4m922% ROI
Minimum Viable30% adoption£6.8m278% ROI
Delivery Plan

24-Week Implementation Roadmap

W1-4
W5-8
W9-12
W13-16
W17-20
W21-24
Discovery & DesignWeeks 1-4
£280kLow risk
Architecture blueprintData mappingSecurity reviewRBAC design
Foundation BuildWeeks 5-10
£520kMedium risk
Bedrock integrationKnowledge BasesGuardian ML v1Audit trail
Module DeliveryWeeks 11-18
£640kMedium risk
Dream Big liveAthena liveGuardian liveNexus live
Integration & HardeningWeeks 19-22
£240kLow risk
Cross-module integrationLoad testingSecurity pen testUKGC review
Launch & OptimiseWeeks 23-24
£120kLow risk
Phased rolloutA/B testingTeam trainingHandover documentation
Complete Register

20 GenAI Use Cases

IDUse CaseModuleAWS ServicesBusiness ImpactPriority
UC01Intelligent Player OnboardingDream BigBedrock, Knowledge Bases45% faster onboardingHigh
UC02Proactive Responsible GamingDream BigBedrock, Guardrails, SageMaker94% at-risk detectionCritical
UC03Good Causes StorytellingDream BigBedrock, Knowledge Bases, Personalize2.4x engagement upliftHigh
UC04Omnichannel Claims SupportDream BigBedrock, AgentCore30% ticket reductionHigh
UC05Social Play & SyndicatesDream BigBedrock, DynamoDBGen Z acquisitionMedium
UC06Conversational Compliance AnalyticsAthenaBedrock AgentCore, Athena85% report time reductionCritical
UC07Automated UKGC Report GenerationAthenaBedrock, Knowledge BasesRegulatory complianceCritical
UC08Campaign Performance AnalysisAthenaBedrock, Personalize35% better targetingHigh
UC09Executive Decision SupportAthenaBedrock, QuickSightReal-time board insightsMedium
UC10Real-Time Behavioural Risk ScoringGuardianSageMaker, Kinesis94% detection, <200msCritical
UC11Adaptive Intervention OrchestrationGuardianBedrock, Step FunctionsEmpathetic, personalisedCritical
UC12Financial Vulnerability AssessmentGuardianSageMaker, Experian APIProactive protectionHigh
UC13Self-Exclusion OrchestrationGuardianGAMSTOP API, EventBridgeCross-channel exclusionCritical
UC14Explainable AI for Regulatory AuditGuardianSageMaker, Bedrock100% audit complianceCritical
UC15Intelligent Retailer SupportNexusBedrock, Knowledge Bases40% faster resolutionHigh
UC16Omnichannel Journey OrchestrationNexusPersonalize, Pinpoint23% conversion upliftHigh
UC17Retailer Performance AnalyticsNexusSageMaker, QuickSightData-driven optimisationMedium
UC18Predictive Demand ForecastingNexusSageMaker, AgentCoreOptimised stock & timingMedium
UC19Multi-Language SupportDream BigBedrock (Claude 3.5)Accessibility, diverse baseMedium
UC20Internal Knowledge ManagementAthenaKnowledge Bases, Data AutomationFaster employee onboardingLow
Why NorthStar

NorthStar vs Traditional Approach

DimensionTraditionalNorthStar GenAI
Time to deploy per use case3-6 months2-4 weeks
Regulatory change responseFull release cycle (weeks)Prompt update (hours)
New data source integrationAPI development projectKnowledge Base config
Intervention personalisationRules-based templatesContext-aware generation
Cost modelFixed infrastructurePay-per-inference
Cross-channel consistencyChannel-specific logicUnified agent orchestration
Explainability for auditManual documentationAuto-generated XAI reports
Scalability (draw night peaks)Pre-provisioned capacityServerless auto-scaling

The Bottom Line

£14.2m

Annual Value

£1.8m

Total Investment

8x

Year 1 ROI

With a total investment of £1.8m over 24 weeks, the NorthStar platform delivers £14.2m in annual value — a 8x return in the first year alone. This excludes the incalculable value of regulatory fine prevention (Betfred precedent: £3.25m single fine) and the long-term competitive advantage of an AI-first lottery operation.