Building In-House AI Capacity in Banking: A Director’s Guide to What to Hire and How to Hire
Building In-House AI Capacity in Banking: A Director’s Guide to What to Hire and How to Hire
Why Build AI Capacity Internally?
Artificial Intelligence (AI) is no longer a future concept — it is reshaping banking today. From detecting fraud in real-time to helping customers get faster loan decisions, AI has the potential to significantly increase efficiency, improve risk management, and enhance customer experience.
However, relying solely on outside vendors means you:
• May not fully own your data insights.
• Lose flexibility in tailoring solutions to your unique needs.
• Risk exposing sensitive customer data.
Building internal AI capacity allows the bank to:
• Control and secure its most valuable asset — customer and operational data.
• Develop models and systems that are custom-fit to the bank’s goals and compliance environment.
• Respond quickly to changing regulatory demands and market conditions.