As artificial intelligence matures from experimentation to enterprise deployment, one thing has become increasingly clear: there is nothing “artificial” about the intelligence required to succeed.
In this article from A&M's Financial Services Industry Group, we examine how building robust, compliant, and scalable AI systems isn’t just about algorithms and infrastructure. It’s about clarity - clarity of purpose, clarity of data, and clarity of oversight.
From our experience working with leading financial institutions, technology firms, and other organizations, three foundational pillars consistently separate successful AI initiatives from the ones that stall or sprawl:
Clear Data
Clear Governance
Clear Goals
Investing in clarity across data, governance, and goals isn’t just best practice, it’s risk mitigation. These failure rates translate to real dollars: Misaligned deployment, wasted talent, and stalled innovation threaten ROI.
Alvarez & Marsal advises NIBC on an LP-led secondary transaction
January 23, 2026
A&M advised NIBC on a successful LP-led secondary transaction involving the sale of a portfolio of private equity fund interests to De Wereld van Vermaat, through its fund investment arm, M Eight.
CASE STUDY: DEUTSCHE PFANDBRIEFBANK AG —INAUGURAL SRT
January 15, 2026
A&M's PAG team acted as lead financial advisor to Deutsche Pfandbriefbank AG (pbb) on its first synthetic Significant Risk Transfer (SRT) securitisation, referencing a $2 billion loan portfolio secured by Commercial Real Estate (CRE) properties in the US.
Rewiring Finance for 2026: Intelligence, Connectivity, and Velocity
January 13, 2026
The financial industry is undergoing a profound transformation, driven by the need to evolve from static systems of record to dynamic systems of intelligence, interoperability, and real-time settlement. Read our first article in our three part series.
CASE STUDY: ILTE – SECURITISATION OF MULTI-APARTMENT BUILDING RENOVATION LOANS ORIGINATED BY THE GOVERNMENT OF LITHUANIA
January 8, 2026
A&M has acted as Arranger of the first publicly rated securitisation in Lithuania and the Baltic States. Vytis Reno Loans 2025-1 DAC Class A Debt achieved a AAA rating by Fitch and Scope, raising EUR 112 million, the first transaction of this asset class in Europe and the first AAA rating on Nasdaq Baltic.
