Industry Solution
From regional Sparkassen to major German banks — CLM/CVM, personalisation and regulatory reporting on one governed platform. Combine transaction, CRM and behavioural data to grow revenue, reduce churn and meet regulatory obligations.
+120%
Credit card applications
65.000
Advisory Appointments
+50%
More qualified leads
6–9 mo
Avg. Time to ROI
The Challenge
Banks face structural pressure on every front
Declining branch footfall, tightening regulation and fragmented data landscapes force banks to digitise customer engagement — while maintaining compliance with some of the strictest financial supervisory frameworks in the world.
Digitalisation Pressure & Declining Branch Footfall
Branch visits are declining year on year. Digital channels must replace in-person advisory — but generic online banking portals fail to deliver the personalised experience customers expect. Banks need AI-driven engagement that replicates the best of branch advice at digital scale.
Regulatory Complexity (MaRisk, BCBS 239, EBA, BaFin)
German and European banking regulation demands traceable data lineage, aggregated risk reporting and auditability across all customer-facing processes. MaRisk, BCBS 239, EBA guidelines and BaFin requirements create compliance overhead that consumes IT and operations capacity.
Siloed CRM & Transaction Data
Core banking systems, CRM platforms, transaction processors and digital channels hold separate fragments of customer truth. Without unification, next-best-action scoring, cross-sell triggers and regulatory reporting all suffer from incomplete or inconsistent data.
Core Use Cases
What banks & Sparkassen use ACCELERAID for
Customer Lifecycle & Value Management (CLM/CVM) for banking — from acquisition through advisory, cross-sell, retention and regulatory reporting.
Mortgage Advisory Appointment Generation via AI
AI-driven appointment booking for mortgage advisory. Propensity scoring identifies prospects with high financing intent from transaction and behavioural data — then triggers personalised outreach that books qualified advisory sessions automatically.
65,000 advisory appointments generated through AI-triggered journeys
Transaction-based intent signals (rent payments, savings patterns, property searches)
Automated scheduling integrated with branch or video advisory systems
Credit Card Acquisition (+120% Applications)
Personalised card acquisition pages and application flow optimisation. Multi-armed bandit testing identifies the highest-converting variants and scales them automatically — delivering +120% more credit card applications for a major European bank.
AI allocation on application pages and forms
Lookalike modelling for high-value card prospects
Co-brand page management for partner programmes
Churn Prevention & Re-Activation
Detect at-risk customers 90+ days before account closure or dormancy through transaction pattern analysis. Trigger personalised retention campaigns — rate offers, service upgrades or advisory invitations — before the customer decides to leave.
Churn propensity model on transaction frequency, balance trends and digital engagement
Automated retention triggers at defined risk thresholds
Dormant account reactivation journeys with personalised incentives
Cross-Sell Orchestration
Orchestrate cross-sell across savings products, insurance, premium cards and investment offerings. The NBA engine selects the optimal product and channel for each customer — based on lifecycle stage, propensity scores and commercial constraints.
Savings products, insurance, premium cards and building savings contracts
Multi-product propensity scoring with eligibility guardrails
Channel-aware delivery: online banking, app push, email, branch queue
Regulatory Reporting (FINREP, COREP, AnaCredit, MaRisk-MI)
Automated data extraction, transformation and reporting workflows for FINREP, COREP, AnaCredit and MaRisk management information. Reduce manual effort, improve audit readiness and deliver traceable outputs from governed data sources.
FINREP/COREP data aggregation and submission preparation
AnaCredit granular credit data reporting
MaRisk-MI operational and risk management reports
GenAI Customer Service & Advisory Copilot
AI-guided resolution for account enquiries, product questions and service requests. PII-safe GenAI assistants handle routine queries while the advisory copilot supports relationship managers with real-time customer insights, product recommendations and compliance guardrails.
Self-service for balance, transfer and card management queries
RM copilot with customer 360° view and next-best-conversation guidance
Safe PII filtering and audit trail for all AI-generated responses
Revenue Growth
Turn Transaction Signals into Revenue — at Every Lifecycle Stage
Banking customers reveal intent through transaction patterns, savings behaviour and digital interactions. ACCELERAID converts these signals into timely, personalised actions — at scale across all channels.
Transaction Data Triggers
Detect life events and financial intent from transaction streams — salary increases, rent changes, recurring savings, large inflows or merchant category shifts. Trigger personalised product offers within 24 hours of signal detection, whether that’s a mortgage pre-qualification, investment suggestion or insurance cross-sell.
Lifecycle-Stage-Scoring
Not every customer is at the same point in their financial journey. Lifecycle-stage scoring classifies customers into acquisition, growth, maturity and retention segments — ensuring the right product is offered at the right time. Students receive different recommendations than families or retirees.
Multi-Channel Orchestration
Deliver the right action through the right channel — online banking, mobile app push, email, SMS or branch advisory queue. ACCELERAID’s CLM/CVM engine respects channel preferences, contact frequency limits and regulatory constraints to avoid over-contact while maximising conversion.
NBA Engine for Banking
The Next Best Action (NBA) engine combines propensity scores, lifecycle stage, channel preferences, regulatory constraints and commercial objectives to select the optimal action for each banking customer — whether that’s a product offer, advisory appointment, service intervention or retention measure.
Multi-product propensity scoring (current account, credit, savings, insurance, cards)
Offer eligibility with MaRisk and BaFin compliance guardrails
A/B and multi-armed bandit optimisation across all channels
Real-time delivery to online banking, app, email, branch CRM
Full attribution and revenue tracking per campaign and channel
Compliance & Regulatory
Built for the Regulatory Framework of German & European Banking
Banking is among the most heavily regulated industries globally. ACCELERAID is built with governance, audit-readiness and data residency at the core — meeting the requirements of BaFin, EBA and ECB supervisory frameworks.
MaRisk & BaFin
Full alignment with MaRisk (Mindestanforderungen an das Risikomanagement) requirements for data governance, risk aggregation and management information. BaFin-compliant audit trails for all AI-driven customer interactions and decisioning processes. German hosting and data residency options available.
BCBS 239 & FINREP/COREP
BCBS 239 principles for effective risk data aggregation and risk reporting are embedded in the platform’s data architecture. Automated FINREP and COREP data preparation reduces manual effort and improves submission accuracy — with full data lineage traceability from source to report.
AnaCredit & EBA Guidelines
AnaCredit granular credit data reporting requires loan-level data from every credit institution in the euro area. ACCELERAID’s governed data layer extracts, transforms and validates AnaCredit attributes from core banking systems — while EBA guideline compliance ensures consistent treatment of IT risk, outsourcing and consumer protection.
Platform Architecture
From Data Ingestion to Regulatory Reporting — in Five Steps
ACCELERAID connects core banking data, transaction streams and CRM signals into one governed platform — powering every downstream use case from AI scoring to campaign orchestration and supervisory reporting.
1
Master Data & CRM
Core banking master data, CRM profiles and account information ingested and normalised
2
Transaction Data CDP
Transaction streams enriched and unified in the Customer Data Platform with consent and governance controls
3
AI Scoring
Propensity, churn, cross-sell and lifecycle models score every customer in near-real-time
4
Campaign Orchestration
NBA engine selects optimal action and channel — triggers campaigns across online banking, app, email, branch
5
Reporting & MI
Campaign attribution, regulatory reporting (FINREP, COREP, AnaCredit) and management information from governed data
Platform Fit
The ACCELERAID Modules Used in Banking
CDP & Data Layer
Core banking, transaction and CRM data unified in one governed customer profile.
Prediction Engine
Churn, propensity, cross-sell and lifecycle models trained on banking-specific data.
CLM/CVM Orchestration
Customer Lifecycle & Value Management journeys for acquisition, advisory, growth and retention.
Regulatory Reporting
Automated MaRisk-MI, FINREP/COREP, AnaCredit and BaFin reporting from governed banking data.
Trusted By
Banks & Sparkassen That Work with ACCELERAID
From regional savings banks to major digital banks and mortgage platforms — ACCELERAID powers CLM/CVM, personalisation and reporting for leading German and European banking institutions.
Sparkasse
Savings banks & advisory appointment generation
DKB
Digital banking & credit card personalisation
Advanzia Bank
Card acquisition & co-brand page management
Hanseatic Bank
Credit card & customer lifecycle management
PSD Bank
Cooperative banking & cross-sell orchestration
Interhyp
Mortgage platform & advisory lead generation
15+
Years in regulated markets
250+
Enterprise deployments
3.5bn
Transactions analysed
6–9 mo
Average time to ROI
Ready to transform your bank’s customer engagement with AI?
Book a demo tailored to your institution — whether you’re a savings bank, large bank or digital bank.
