Client:
Global Financial Services Firm
Needs:
Senior AML technology leadership and hands-on modeling expertise to complete an in-progress system implementation.
Challenge:
Internal teams lacked the specialized leadership and technical depth needed to finish the AML system upgrade on time, creating risk of delays and stalled execution.
A global financial services firm was mid-upgrade on its AML and sanctions monitoring systems when it hit a wall: the internal team lacked the senior leadership and technical modeling expertise to finish the build.
The firm needed external leadership, and they needed it fast. Based on successful prior partnerships with other departments, several hiring managers recommended Madison-Davis to the new BSA Officer.
Obstacle
The firm was upgrading core AML and sanctions monitoring infrastructure but didn’t have the internal bench to complete it. AML technology and modeling is a niche discipline where generalist recruiting consistently falls short.
The firm needed:
- Senior leadership with direct AML system upgrade experience
- Technical modeling expertise for monitoring recalibration
- Professionals who could lead from day one without ramp-up time
Solution
Madison-Davis had already placed multiple AML technology and modeling professionals at institutions in Manhattan. That hands-on placement history gave the team direct understanding of the systems, regulatory expectations, and technical depth required.
But the real differentiator came in the intake conversation.
Rather than working from the job description, Madison-Davis asked a different question:
What is the team currently missing that requires you to hire externally instead of promoting someone internally?
That reframed the entire search. It surfaced the exact capability gaps, both technical and leadership-related, that made the external hire necessary.
With that clarity, Madison-Davis worked backwards. Instead of submitting volume, the focus narrowed to candidates with direct experience leading AML system upgrades and hands-on expertise in monitoring, model implementation, and recalibration.
Outcome
Within one week, the firm received a targeted slate of 12 qualified candidates. Four were selected for interviews, resulting in the hire of a senior AML technology leader whose experience aligned directly with the organization’s ongoing system upgrades.
Two additional candidates from the original slate, initially considered for the leadership role, were later hired into supporting positions within six months as the team continued to expand its AML technology capabilities.
What began as a single search ultimately resulted in three strategic hires across the AML technology function.
Impact
The firm secured critical leadership and technical expertise at a pivotal stage of its AML and sanctions monitoring transformation, helping maintain momentum on a high-priority initiative.
By identifying candidates whose experience closely matched the organization’s upgrade requirements, the team was able to add talent capable of contributing immediately, minimizing disruption and reducing the risk of project delays.
The strength of the original candidate slate also enabled the firm to fill two additional positions without restarting the search process, reducing internal recruiting effort and accelerating team buildout.
With the necessary leadership and specialized expertise in place, the organization successfully advanced its AML monitoring system upgrades and strengthened its long-term compliance infrastructure.
The engagement demonstrated the value of aligning specialized AML technology expertise with the organization’s specific operational and leadership needs. By focusing on the underlying capability gaps rather than simply filling a job description, the firm was able to build a stronger team and successfully support a critical compliance technology initiative.
Does your firm need senior AML or compliance technology leadership? Contact us to start the conversation.