Financial Services

Better decisions.
Stronger relationships.
AI-enabled banking and financial services.

We work alongside financial services leaders and their teams, combining industry expertise with data, BI, AI and custom software. From strategic decisions to solutions that work in banking, wealth management and credit operations.

Abstract blue illustration of balanced financial information

Your priorities. Our contribution.

From leadership and the front office to risk, compliance, operations, the back office and technology: we connect business needs with practical delivery across your organisation.

CEO & leadership advisory

Too much information, competing priorities and limited capacity to turn analysis into decisions.

How kumai helps
  • Strategic sparring with leadership
  • Clear decision briefings
  • Actionable recommendations
  • Support within your CEO office
  • Implementation alongside your team

Data, BI & business performance

Different KPI definitions, fragmented data and reports that take too much effort to produce.

How kumai helps
  • Reliable data foundations
  • Agreed KPI definitions
  • Role-specific cockpits for boards, executives and operational teams
  • Clear data and reporting ownership
  • Traceable figures

Software, integration & AI

Legacy systems limit new capabilities, while business requirements are difficult to translate into delivery.

How kumai helps
  • Custom applications
  • Portfolio management systems
  • AI capabilities connected to core systems and CRMs
  • Feasibility assessment and prototypes
  • Implementation of the solution

Processes, operations & controls

Manual handovers, fragmented evidence and limited visibility into bottlenecks across operations, risk, compliance and the back office.

How kumai helps
  • Process mapping
  • Workflow improvement
  • Targeted automation
  • Reporting with traceable evidence
  • Practical controls for the responsible teams

Client relationships & growth

Relationship managers cannot easily find a complete, current picture of each client or spot needs across business lines.

How kumai helps
  • Connected client information
  • AI-assisted preparation
  • Next-best-offer support
  • Identification of relevant opportunities
  • Support for teams to act on those opportunities

Implementation & team enablement

Priorities are clear, but the capacity or specialist skills to move them forward are missing.

How kumai helps
  • Hands-on implementation support
  • Embedded expertise
  • Shared delivery with your team
  • Support for solution adoption
  • Knowledge and code transfer so your team can continue

What this can look like in practice.

Explore how these capabilities apply to leadership, client relationships, portfolio management, credit operations, risk and compliance.

Leadership cockpits & decision support

One agreed data foundation, with different views for the decisions each level needs to make. We define meaningful KPIs, establish ownership and connect headline measures to the reports behind them.

Leadership cockpits and decision support
Decision levelInformation & decisions
BoardA concise view of strategic progress, financial performance and material risks, with clear trends and exceptions.
Executive committeeAn institution-wide view of finance, risk, operations and client activity. Key exceptions lead into the relevant executive view and responsibilities for follow-up.
Leadership & teamsWorkloads, service levels, client activity and process bottlenecks, with drill-down into recurring reports and the underlying information.

The same KPI definitions serve every view. Measures, access and reporting frequency are tailored to the organisation.

Client relationships & opportunity identification

Bring relevant client information together, prepare useful briefings and highlight potential needs across business lines. Relationship managers review the suggestions and decide how to act.

Client relationships and opportunity identification
ApplicationHow it helps
Connected client viewsBring relevant client information together.
AI-assisted meeting preparationPrepare useful client briefings.
Next-best-offer supportHighlight potential needs across business lines for relationship managers to review.
Integrated applicationsConnect capabilities with core banking systems and CRMs.
Wealth management & portfolio systems

Connect portfolio data and reporting with the way your investment team works. We develop tailored portfolio management systems and applications around your investment processes, requirements and available data.

Wealth management and portfolio systems
ApplicationFocus
Portfolio viewsTailored portfolio management systems and applications around your investment processes.
ReportingReporting for investment teams and management.
Integration & workflowsData integration and workflow support, with practical handover to your people.
Credit processes & operations

Make handovers, responsibilities and outstanding information visible.

Credit processes and operations
ApplicationFocus
Document analysisSupport your people with analysing information across the credit process.
Workflow toolsMake handovers, responsibilities and outstanding information visible.
Process reportingReporting across the credit process.

We start with process discovery and improvement priorities, then define where prototypes, applications or automation can help. Credit decisions remain with the responsible people.

Risk, compliance & back-office operations

Bring scattered information, documents and controls into a clear operational view. We help teams review information, identify exceptions and follow up on outstanding tasks across risk, compliance and the back office.

Risk compliance and back-office operations
ApplicationFocus
AI-assisted document analysisHelp teams review information and documents.
Reconciliations & control dashboardsBring information and controls into a clear operational view and identify exceptions.
Workflow supportFollow up on outstanding tasks across risk, compliance and the back office.

Traceable sources, defined access and review by the responsible specialists support each application.

Working alongside you.

We combine financial expertise with AI-assisted research, analysis and development. From strategic sparring and decision briefings to prototypes and implementation, we can work within your CEO office or join your teams where expertise and capacity are needed.

Security and access requirements shape the solution from the start. Development can take place in your own or an agreed environment, including Azure in Switzerland or a chosen geography where the required services are available.

Agreed code, documentation, practical training and knowledge transfer help your people operate and develop the solution. We support adoption and the transition to your own team.

Ready to get started?