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7/21/2026
How Allica Bank applied tech-company operating principles to grow from £5M to £3.7B in SME lending

How Allica Bank applied tech-company operating principles to grow from £5M to £3.7B in SME lending

Original: They Rebuilt a Bank Like a Startup - Here's What Actually Worked

Short summary

Richard Davies took over Allica Bank in 2020 with just a banking licence and £5M, growing it to £3.7B in lending by applying tech-company operating principles to banking. The strategy focused on established SMEs, in-house proprietary tech, and internal AI for backend efficiency rather than customer-facing gimmicks. The case study demonstrates how picking one underserved user, committing to a cultural bet, and giving it years to compound can rebuild an institution from a blank slate.

  • •Allica Bank grew from near-zero to £3.7B in lending by applying tech-company operating principles to SME banking
  • •AI is used internally for backend efficiency, not customer-facing features
  • •Strategy: pick one underserved segment, commit to one cultural bet, give it years to compound

Generated with AI, which can make mistakes.

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