AI in Banking & Finance
ENTERPRISE AI FOR BANKING

AI in Banking & Finance

Scale compliance, wealth management advisory, and credit analysis with FINMA-compliant Enterprise AI – seamlessly integrated with Avaloq, Finnova, and Finastra under strict Swiss banking secrecy (Art. 47 Banking Act).

YOUR AI ORIENTATION
01FOCUS & APPLICATION AREA

AI means so many things. Which AI do you actually need? What is your specific area of application?

02FROM EXPERIMENT TO ENTERPRISE

We help - from short-term pilot projects and rapid experiments all the way to enterprise solutions.

03DISCOVER THE POSSIBILITIES

Simply streamline daily workflows or transform an entire business unit with autonomous agents? Discover the possibilities with us.

Why wait?

ACT NOW

Why wait?

Regulatory density (FINMA Guidance 08/2024 on AI governance, FINMA Circular 2023/1 on operational risks and resilience, AMLA, FinSA), back-office cost pressures, and rising wealth management expectations challenge Swiss banks. We guide your institution in integrating Enterprise AI securely with core banking platforms (Avaloq, Finnova, Finastra) – accelerating credit and compliance workflows while upholding Art. 47 Banking Act.

Process Optimization

Efficiency in every step

Automated Document Checking

Automated Document Checking

Fast extraction and verification of KYC documents, balance sheets, and loan applications.

Intelligent Fraud Detection

Intelligent Fraud Detection

Real-time identification of suspicious transactions and money laundering patterns (AML).

Personalized Wealth Management

Personalized Wealth Management

Robo-advisors and AI-supported investment strategies tailored to individual customer profiles.

Optimized Credit Scoring

Optimized Credit Scoring

More precise risk assessment through the inclusion of alternative data sources.

Digitalization & Custom Software

Integration into Swiss Core Banking Systems & Private Cloud

In banking, AI delivers true enterprise value when models are securely connected to core banking platforms, CRM data, and internal compliance policies.

System & Compliance Ecosystem:Avaloq Core BankingFinnova Banking SoftwareFinastraTemenosFINMA Circular 2023/1 & Guidance 08/2024Art. 47 Banking Act & Swiss FADP

Zero Data Retention & Swiss Banking Secrecy (Art. 47 BankA)

Deployment of isolated AI environments on Swiss servers (Swiss Cloud or On-Premise) ensuring zero Client Identifying Data (CID) ever leaves your controlled infrastructure.

RAG Knowledge Systems for Regulations & Directives

Semantic search across thousands of pages of internal credit policies, FINMA circulars, and compliance manuals with exact source citations.

Interfaces to Avaloq & Finastra

Automated pre-filling of KYC dossiers, credit applications, and advisory minutes directly within familiar front- and middle-office workflows.

Not entirely sure yet?

Simply contact us for a no-obligation initial consultation.

Free Initial Consultation
BANKING REGULATION & EVIDENCE

Research and guidance in context

Research can help identify useful applications. It does not replace testing the outcome in your own business.

50%

Of surveyed Swiss financial institutions already deploy or develop AI applications

In Guidance 08/2024, FINMA notes that roughly half of surveyed Swiss financial institutions already use or actively develop AI – setting clear supervisory expectations for governance, robustness, explainability, and documentation.

Circ. 2023/1

Strict operational resilience and critical data requirements for banking IT

FINMA Circular 2023/1 requires banks and securities firms to maintain end-to-end risk management across ICT, critical data, and cloud interfaces under Art. 47 of the Swiss Banking Act.

Industry FAQ

Answers to Key Questions

01

How can AI solutions comply with Swiss Banking Secrecy (Art. 47 BankA) and FINMA regulations?

  • For Swiss financial institutions, we rely exclusively on isolated enterprise architectures (such as Azure OpenAI in the Switzerland North data center with abuse monitoring disabled, or dedicated on-premise open-weight models).
  • All Client Identifying Data (CID) remains strictly within your controlled perimeter, and we document model risks in alignment with FINMA Circular 2023/1.
02

Which AI use cases deliver the fastest ROI for private, regional, and cantonal banks?

  • Banks achieve the fastest ROI through automated structuring of wealth management advisory minutes, AI-assisted KYC/AML onboarding checks, and internal RAG knowledge assistants for credit and product policies.
03

Can existing core banking platforms like Avaloq or Finastra be integrated?

  • Yes. Through secure middleware and API layers, we connect language models and document pipelines with systems like Avaloq, Finastra, or your CRM without disrupting core banking stability.
04

How do you prevent hallucinations in sensitive financial and regulatory outputs?

  • Through Retrieval-Augmented Generation (RAG) with strict grounding: the AI only answers based on approved internal directives and links every statement directly to the original source paragraph.

Artificial Intelligence tailored to your department

We are happy to assist you in consulting on your business processes and within your selected areas of the value chain:

Sales & Distribution

Sales & Distribution

Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.

Opportunities & Risks

Sales & Distribution

Risks

  • -Complex system and CRM integrations
  • -Poor data quality for forecasting
  • -Acceptance among sales staff
  • -Impersonal customer approach at scale

Opportunities

  • ✓Automated lead scoring models
  • ✓Predictive sales and precise revenue forecasts
  • ✓Personalized sales pitches in real time
  • ✓AI-supported sales call analysis
Marketing

Marketing

Minimize wastage in your marketing budget: We help you deploy hyper-personalized campaigns and dramatically accelerate your content creation using AI.

Opportunities & Risks

Marketing

Risks

  • -Violation of brand guidelines (Brand Safety)
  • -Data protection and compliance violations
  • -Quality and authenticity of generated content
  • -Dependence on AI algorithms

Opportunities

  • ✓Automated content generation
  • ✓Real-time personalization (Segments of One)
  • ✓Predictive analytics for budget allocation
  • ✓Scaling of creative processes
HR & Personnel

HR & Personnel

Relieve your HR department of administrative burdens. We guide you in building AI-supported workflows for faster, more accurate recruiting.

Opportunities & Risks

HR & Personnel

Risks

  • -Bias and discrimination in AI processes
  • -Data protection for sensitive personnel data
  • -Lack of human intuition in recruiting
  • -Resistance to performance tracking

Opportunities

  • ✓Automation of routine administrative tasks
  • ✓AI-supported matching of candidate profiles
  • ✓Prediction of fluctuation rates
  • ✓Personalized training programs
Customer Service & Support

Customer Service & Support

Provide premium 24/7 support without increasing headcount: We assist you in implementing smart, empathetic conversational AI assistants.

Opportunities & Risks

Customer Service & Support

Risks

  • -Frustration due to inaccurate chatbot answers
  • -Loss of human empathy
  • -Challenges with complex inquiries
  • -Data protection in customer communication

Opportunities

  • ✓Intelligent ticket categorization
  • ✓24/7 support via conversational AI
  • ✓Automated answering of standard questions
  • ✓Sentiment analysis to detect customer mood
Finance & Controlling

Finance & Controlling

Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.

Opportunities & Risks

Finance & Controlling

Risks

  • -Security vulnerabilities in automation
  • -Wrong decisions due to false assumptions
  • -Transparency of AI decisions (Black Box)
  • -Regulatory compliance requirements

Opportunities

  • ✓Automated invoice processing
  • ✓Precise cash flow and revenue forecasts
  • ✓Intelligent anomaly and fraud detection
  • ✓Real-time dashboards and automated reports
Sales & Distribution

Sales & Distribution

Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.

Opportunities & Risks

Sales & Distribution

Risks

  • -Complex system and CRM integrations
  • -Poor data quality for forecasting
  • -Acceptance among sales staff
  • -Impersonal customer approach at scale

Opportunities

  • ✓Automated lead scoring models
  • ✓Predictive sales and precise revenue forecasts
  • ✓Personalized sales pitches in real time
  • ✓AI-supported sales call analysis
Marketing

Marketing

Minimize wastage in your marketing budget: We help you deploy hyper-personalized campaigns and dramatically accelerate your content creation using AI.

Opportunities & Risks

Marketing

Risks

  • -Violation of brand guidelines (Brand Safety)
  • -Data protection and compliance violations
  • -Quality and authenticity of generated content
  • -Dependence on AI algorithms

Opportunities

  • ✓Automated content generation
  • ✓Real-time personalization (Segments of One)
  • ✓Predictive analytics for budget allocation
  • ✓Scaling of creative processes
HR & Personnel

HR & Personnel

Relieve your HR department of administrative burdens. We guide you in building AI-supported workflows for faster, more accurate recruiting.

Opportunities & Risks

HR & Personnel

Risks

  • -Bias and discrimination in AI processes
  • -Data protection for sensitive personnel data
  • -Lack of human intuition in recruiting
  • -Resistance to performance tracking

Opportunities

  • ✓Automation of routine administrative tasks
  • ✓AI-supported matching of candidate profiles
  • ✓Prediction of fluctuation rates
  • ✓Personalized training programs
Customer Service & Support

Customer Service & Support

Provide premium 24/7 support without increasing headcount: We assist you in implementing smart, empathetic conversational AI assistants.

Opportunities & Risks

Customer Service & Support

Risks

  • -Frustration due to inaccurate chatbot answers
  • -Loss of human empathy
  • -Challenges with complex inquiries
  • -Data protection in customer communication

Opportunities

  • ✓Intelligent ticket categorization
  • ✓24/7 support via conversational AI
  • ✓Automated answering of standard questions
  • ✓Sentiment analysis to detect customer mood
Finance & Controlling

Finance & Controlling

Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.

Opportunities & Risks

Finance & Controlling

Risks

  • -Security vulnerabilities in automation
  • -Wrong decisions due to false assumptions
  • -Transparency of AI decisions (Black Box)
  • -Regulatory compliance requirements

Opportunities

  • ✓Automated invoice processing
  • ✓Precise cash flow and revenue forecasts
  • ✓Intelligent anomaly and fraud detection
  • ✓Real-time dashboards and automated reports
Sales & Distribution

Sales & Distribution

Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.

Opportunities & Risks

Sales & Distribution

Risks

  • -Complex system and CRM integrations
  • -Poor data quality for forecasting
  • -Acceptance among sales staff
  • -Impersonal customer approach at scale

Opportunities

  • ✓Automated lead scoring models
  • ✓Predictive sales and precise revenue forecasts
  • ✓Personalized sales pitches in real time
  • ✓AI-supported sales call analysis
Marketing

Marketing

Minimize wastage in your marketing budget: We help you deploy hyper-personalized campaigns and dramatically accelerate your content creation using AI.

Opportunities & Risks

Marketing

Risks

  • -Violation of brand guidelines (Brand Safety)
  • -Data protection and compliance violations
  • -Quality and authenticity of generated content
  • -Dependence on AI algorithms

Opportunities

  • ✓Automated content generation
  • ✓Real-time personalization (Segments of One)
  • ✓Predictive analytics for budget allocation
  • ✓Scaling of creative processes
HR & Personnel

HR & Personnel

Relieve your HR department of administrative burdens. We guide you in building AI-supported workflows for faster, more accurate recruiting.

Opportunities & Risks

HR & Personnel

Risks

  • -Bias and discrimination in AI processes
  • -Data protection for sensitive personnel data
  • -Lack of human intuition in recruiting
  • -Resistance to performance tracking

Opportunities

  • ✓Automation of routine administrative tasks
  • ✓AI-supported matching of candidate profiles
  • ✓Prediction of fluctuation rates
  • ✓Personalized training programs
Customer Service & Support

Customer Service & Support

Provide premium 24/7 support without increasing headcount: We assist you in implementing smart, empathetic conversational AI assistants.

Opportunities & Risks

Customer Service & Support

Risks

  • -Frustration due to inaccurate chatbot answers
  • -Loss of human empathy
  • -Challenges with complex inquiries
  • -Data protection in customer communication

Opportunities

  • ✓Intelligent ticket categorization
  • ✓24/7 support via conversational AI
  • ✓Automated answering of standard questions
  • ✓Sentiment analysis to detect customer mood
Finance & Controlling

Finance & Controlling

Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.

Opportunities & Risks

Finance & Controlling

Risks

  • -Security vulnerabilities in automation
  • -Wrong decisions due to false assumptions
  • -Transparency of AI decisions (Black Box)
  • -Regulatory compliance requirements

Opportunities

  • ✓Automated invoice processing
  • ✓Precise cash flow and revenue forecasts
  • ✓Intelligent anomaly and fraud detection
  • ✓Real-time dashboards and automated reports
Sales & Distribution

Sales & Distribution

Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.

Opportunities & Risks

Sales & Distribution

Risks

  • -Complex system and CRM integrations
  • -Poor data quality for forecasting
  • -Acceptance among sales staff
  • -Impersonal customer approach at scale

Opportunities

  • ✓Automated lead scoring models
  • ✓Predictive sales and precise revenue forecasts
  • ✓Personalized sales pitches in real time
  • ✓AI-supported sales call analysis
Marketing

Marketing

Minimize wastage in your marketing budget: We help you deploy hyper-personalized campaigns and dramatically accelerate your content creation using AI.

Opportunities & Risks

Marketing

Risks

  • -Violation of brand guidelines (Brand Safety)
  • -Data protection and compliance violations
  • -Quality and authenticity of generated content
  • -Dependence on AI algorithms

Opportunities

  • ✓Automated content generation
  • ✓Real-time personalization (Segments of One)
  • ✓Predictive analytics for budget allocation
  • ✓Scaling of creative processes
HR & Personnel

HR & Personnel

Relieve your HR department of administrative burdens. We guide you in building AI-supported workflows for faster, more accurate recruiting.

Opportunities & Risks

HR & Personnel

Risks

  • -Bias and discrimination in AI processes
  • -Data protection for sensitive personnel data
  • -Lack of human intuition in recruiting
  • -Resistance to performance tracking

Opportunities

  • ✓Automation of routine administrative tasks
  • ✓AI-supported matching of candidate profiles
  • ✓Prediction of fluctuation rates
  • ✓Personalized training programs
Customer Service & Support

Customer Service & Support

Provide premium 24/7 support without increasing headcount: We assist you in implementing smart, empathetic conversational AI assistants.

Opportunities & Risks

Customer Service & Support

Risks

  • -Frustration due to inaccurate chatbot answers
  • -Loss of human empathy
  • -Challenges with complex inquiries
  • -Data protection in customer communication

Opportunities

  • ✓Intelligent ticket categorization
  • ✓24/7 support via conversational AI
  • ✓Automated answering of standard questions
  • ✓Sentiment analysis to detect customer mood
Finance & Controlling

Finance & Controlling

Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.

Opportunities & Risks

Finance & Controlling

Risks

  • -Security vulnerabilities in automation
  • -Wrong decisions due to false assumptions
  • -Transparency of AI decisions (Black Box)
  • -Regulatory compliance requirements

Opportunities

  • ✓Automated invoice processing
  • ✓Precise cash flow and revenue forecasts
  • ✓Intelligent anomaly and fraud detection
  • ✓Real-time dashboards and automated reports
Sales & Distribution

Sales & Distribution

Boost your conversion rates in sales: We show you how to leverage intelligent lead scoring and deeper customer insights to unlock hidden revenue potential.

Opportunities & Risks

Sales & Distribution

Risks

  • -Complex system and CRM integrations
  • -Poor data quality for forecasting
  • -Acceptance among sales staff
  • -Impersonal customer approach at scale

Opportunities

  • ✓Automated lead scoring models
  • ✓Predictive sales and precise revenue forecasts
  • ✓Personalized sales pitches in real time
  • ✓AI-supported sales call analysis
Marketing

Marketing

Minimize wastage in your marketing budget: We help you deploy hyper-personalized campaigns and dramatically accelerate your content creation using AI.

Opportunities & Risks

Marketing

Risks

  • -Violation of brand guidelines (Brand Safety)
  • -Data protection and compliance violations
  • -Quality and authenticity of generated content
  • -Dependence on AI algorithms

Opportunities

  • ✓Automated content generation
  • ✓Real-time personalization (Segments of One)
  • ✓Predictive analytics for budget allocation
  • ✓Scaling of creative processes
HR & Personnel

HR & Personnel

Relieve your HR department of administrative burdens. We guide you in building AI-supported workflows for faster, more accurate recruiting.

Opportunities & Risks

HR & Personnel

Risks

  • -Bias and discrimination in AI processes
  • -Data protection for sensitive personnel data
  • -Lack of human intuition in recruiting
  • -Resistance to performance tracking

Opportunities

  • ✓Automation of routine administrative tasks
  • ✓AI-supported matching of candidate profiles
  • ✓Prediction of fluctuation rates
  • ✓Personalized training programs
Customer Service & Support

Customer Service & Support

Provide premium 24/7 support without increasing headcount: We assist you in implementing smart, empathetic conversational AI assistants.

Opportunities & Risks

Customer Service & Support

Risks

  • -Frustration due to inaccurate chatbot answers
  • -Loss of human empathy
  • -Challenges with complex inquiries
  • -Data protection in customer communication

Opportunities

  • ✓Intelligent ticket categorization
  • ✓24/7 support via conversational AI
  • ✓Automated answering of standard questions
  • ✓Sentiment analysis to detect customer mood
Finance & Controlling

Finance & Controlling

Optimize your liquidity and cash flow forecasting. We support you in eliminating manual data entry and establishing precise real-time financial reporting.

Opportunities & Risks

Finance & Controlling

Risks

  • -Security vulnerabilities in automation
  • -Wrong decisions due to false assumptions
  • -Transparency of AI decisions (Black Box)
  • -Regulatory compliance requirements

Opportunities

  • ✓Automated invoice processing
  • ✓Precise cash flow and revenue forecasts
  • ✓Intelligent anomaly and fraud detection
  • ✓Real-time dashboards and automated reports

Ready for the next step?

We are happy to support you in analyzing and optimizing your business processes in the areas of your choice.

Learn more
AI for Banking & Finance