
Financial services
Risk is the constant
Making high-stakes financial decisions easier to get right
Retail and digital banks, institutional lenders, and payments providers work with us to bring clarity to complex decisions, improving efficiency, governance, and how data is used across their organisations.
We help teams improve data quality, align ways of working, and turn insight into impact. Let’s talk about what that could mean for your organisation.









Credit risk
Financial institutions depend on accurate credit risk models to meet regulatory requirements and manage risk. In practice, many banks struggle with ambiguity, data quality, and resource scarcity. We help simplify credit risk modelling by aligning stakeholders, improving data foundations, and working iteratively to build models that stand up to regulation—ensuring compliance and enhancing financial performance for banks.

Fraud detection and AML
Fraud detection and anti-money laundering (AML) are crucial for protecting financial institutions and their customers. We help organisations detect fraud more effectively by applying flexible algorithms and an ethical AI approach that optimises AML processes. Our work supports compliance, safeguards against penalties and reputation damage, and allows teams to focus on growth.

Responsible investing
Financial institutions face growing ESG expectations alongside rapidly evolving regulation. Integrating climate and environmental risk into existing frameworks is difficult, especially when data is fragmented, inconsistent, or not fit for reporting. We help institutions build clearer ESG analysis and reporting foundations that support regulatory alignment and ensure immediate value and transparency. The result is work that meets today’s requirements and holds up as expectations continue to change.

Customer excellence
Customer expectations around transparency, cost-efficiency, and service quality are only growing—while cost and capacity pressure remain consistent. New technologies can help, but only when applied thoughtfully. We start by understanding how customer processes work today, then use AI selectively to remove friction and free up human capacity. The result is end-to-end, data-driven customer journeys that are more efficient for teams and better for customers.


AI that holds up in the real world
We help organisations turn data and AI into working systems, not proofs of concept. From defining where AI adds real value to building the foundations that make it stick, we deliver solutions that inform decisions and predict what comes next.
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Financial services
"I have never seen such commitment coming from external consultants; they seamlessly integrated into our work culture and became a part of the Knab family. "
Bas Bakker
Head of Credit Risk at Knab
Latest insights
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Talk to our experts
Let's turn ambition into impact with data and AI.

Financial Services Lead
Henriette Claus

Principal, Financial Services
Govert van Koningsveld

Senior Manager
Lasse Hachem
Talk to our experts
Let's turn ambition into impact with data and AI.

Financial Services Lead
Henriette Claus

Principal, Financial Services
Govert van Koningsveld

Senior Manager
Lasse Hachem
Connect with our experts
From shaping an AI vision to scaling solutions in production, we work with you as one team to drive AI transformation that truly brings impact.
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