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Fintech Maps
AI Impact · Fintech Maps

Where AI is rewriting the work.

Capability by capability — how deep AI is cutting into the work today. Impact tiers, disruption depth, and the sub-capabilities most exposed.

Overview Explore
0
Transformative sub-caps

AI is rewriting the work here

0
High-impact sub-caps

Deep AI cuts already visible

0
AI-native vendors

Built on AI, not bolted on

1%
AI-native share (transformative)

+1pp vs. atlas baseline 0%

Comp-premium read. Inside transformative sub-caps, 3 of 412 tracked vendors are AI-native (1%) — roughly in line with the 0% atlas baseline. The premium hasn't fully repriced yet.
Most reshaped

AI is rewriting these fastest

  1. 01Business Development2 transformative · 2 high · 4 total
  2. 02Client Engagement3 transformative · 2 high · 10 total
  3. 03Financial Planning3 transformative · 3 high · 15 total
  4. 04Operations3 transformative · 2 high · 13 total
  5. 05Investment Management2 transformative · 4 high · 18 total
  6. 06All-In-One Platforms0 transformative · 0 high · 1 total
  7. 07AI Tools0 transformative · 0 high · 2 total
  8. 08Miscellaneous0 transformative · 0 high · 1 total
Least touched

Still largely human work

  1. 01Miscellaneous0 transformative · 0 high · 1 total
  2. 02AI Tools0 transformative · 0 high · 2 total
  3. 03All-In-One Platforms0 transformative · 0 high · 1 total
  4. 04Investment Management2 transformative · 4 high · 18 total
  5. 05Operations3 transformative · 2 high · 13 total
  6. 06Financial Planning3 transformative · 3 high · 15 total
  7. 07Client Engagement3 transformative · 2 high · 10 total
  8. 08Business Development2 transformative · 2 high · 4 total
Keep going
Dive into every tier and sub-capability