P1087090

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.

Client logo
ABN AMRO svg
NIBC
Knab svg
Danske Bank svg
Client logo
ABN AMRO svg
NIBC
Knab svg
Danske Bank svg
Client logo
ABN AMRO svg
NIBC
Knab svg
Danske Bank svg

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.

Credit risk

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.

Fraud detection and AML

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.

Responsible investing

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.

P1087082

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.

About us

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Offices

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

Talk to our experts

Let's turn ambition into impact with data and AI.

Henriette-Claus

Financial Services Lead

Henriette Claus

Govert-van-Koningsveld-Amsterdam-Data-Collective-300×300-1

Principal, Financial Services

Govert van Koningsveld

Lasse-Hachem-ADC-Denmark

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.

Contact us