Peer AI Benchmark
Where do you stand? See how companies in your industry are progressing on the AI Value Realization Curve, the adoption-value gap, and function-level maturity — all backed by evidence.
Value Realization Curve — Financial Services
Where companies in your industry sit on the 4-stage AI value journey
Stage Distribution (8 companies)
Visa
Stage 4: Transformation
Bank of America
Stage 4: Transformation
Ping An
Stage 4: Transformation
JPMorgan Chase
Stage 3: Optimization
Mastercard
Stage 3: Optimization
Morgan Stanley
Stage 3: Optimization
Capital One
Stage 3: Optimization
Goldman Sachs
Stage 3: Optimization
Maturity Score
Finance & Accounting × Financial Services
No maturity data available for Finance & Accounting in Financial Services.
Adoption vs. Value Gap — Financial Services
High adoption + low value = wasted investment. Low adoption + high value = untapped opportunity.
75%
Avg Adoption
64%
Avg Value
+11pt
Gap
Visa
-5pt gapAdoption
85%
Value Realization
90%
$40B fraud prevented; AI embedded in core payments processing
Ping An
0pt gapAdoption
85%
Value Realization
85%
80% of 1.5B inquiries via AI; 93% policies instant processing
Bank of America
+10pt gapAdoption
90%
Value Realization
80%
90%+ Erica employee adoption; 50% IT support reduction; $4B AI/tech investment
Morgan Stanley
+28pt gapAdoption
98%
Value Realization
70%
98% advisor adoption of AI Assistant; value quantification limited
JPMorgan Chase
+5pt gapAdoption
80%
Value Realization
75%
~80% of 318K employees on LLM Suite; ~$2B annual AI benefits estimated
Capital One
+10pt gapAdoption
65%
Value Realization
55%
AI-native architecture on AWS; 100M+ customers served; limited public ROI data
Mastercard
+10pt gapAdoption
55%
Value Realization
45%
Agent Pay early deployment; Decision Intelligence in production
Goldman Sachs
+25pt gapAdoption
40%
Value Realization
15%
Anthropic partnership for agents; no deployed production results yet
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