Publications

Explore our work.

Benchmarks, technical reports, and in-depth research on reliable AI deployment in financial services.

BenchmarkFebruary 2026

FinSpread-Bench: Evaluating Agentic AI for Financial Spreading

Nico Klees, Maximilian Eber, PhD

The first public benchmark for agentic financial document processing. Evaluates extraction accuracy, cross-document reasoning, calculation correctness, and structured output quality across seven frontier models. Built on anonymized production data from financial institutions.

PaperComing Q1 2026

AI in AML: Understanding the New Model Risk Mandate for Banks and Fintechs

Dustin Eaton, Maximilian Eber, PhD

Why AML teams must now apply model risk management standards to AI systems. Published in ACAMS Today, exploring how regulators are extending MRM frameworks to AI deployed in compliance functions — and what institutions need to do to prepare.