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02 · Insights— The analysis

Finance

932 documented deployments, 23.5% of the record. AI deployments for finance teams, billing, invoicing, reconciliation, forecasting, audit, and financial planning.

Data updated

932
deployments
24% of the record
26%
use AI agents
246 deployments
3.1
average innovativeness, 1 to 5
Differentiated
148
published in the last 6 months
94 in the 6 months before
§ 1

What is distinctive about Finance

Supply chain forecasting is 6.8× more common here than across the whole record.

Lift compares a pattern’s share of deployments here with its share everywhere. 1× means no difference.

  1. Supply chain forecasting13 here of 15 in total
    6.8×
  2. Compliance automation51 here of 76 in total
    5.3×
  3. Fraud detection38 here of 61 in total
    4.9×
  4. Risk assessment43 here of 81 in total
    4.2×
  5. Supply chain optimization15 here of 32 in total
    3.7×
  6. Business process automation27 here of 65 in total
    3.3×
§ 2

The most common patterns

Compliance automation leads with 51 deployments from 45 organizations.

  1. Compliance automation45 organizations · 7 in the last 6 months
    51
  2. Risk assessment37 organizations · 1 in the last 6 months
    43
  3. Workflow automation40 organizations · 9 in the last 6 months
    43
  4. Fraud detection34 organizations · 6 in the last 6 months
    38
  5. Customer service automation34 organizations · 4 in the last 6 months
    37
  6. Agriculture optimization25 organizations · 1 in the last 6 months
    27
  7. Business process automation25 organizations · 0 in the last 6 months
    27
  8. Intelligent document processing21 organizations · 5 in the last 6 months
    25
8 of 20 patterns
§ 3

Across industries

Finance accounts for the most deployments here: 264.

  1. Finance28% of this dossier
    264
  2. Professional Services9% of this dossier
    87
  3. Healthcare9% of this dossier
    83
  4. Manufacturing8% of this dossier
    77
  5. Tech & Comms6% of this dossier
    60
  6. Agriculture6% of this dossier
    57
  7. Retail6% of this dossier
    54
  8. Insurance5% of this dossier
    47
8 of 18 industries
§ 4

How it is built

Microsoft appears in 60% of these deployments.

  • Custom-built67% · 437
  • Low-code16% · 102
  • Bought8% · 55
  • Mixed9% · 56

The build approach is known for 650 of 932 deployments (70%). The rest are left out.

Cloud providers named

  1. Microsoft563 deployments
    60%
  2. GCP161 deployments
    17%
  3. AWS154 deployments
    17%
  4. Alibaba35 deployments
    4%
  5. IBM12 deployments
    1%
  6. Oracle5 deployments
    1%
6 of 7 providers
§ 5

Deployments over time

Deployments published per month since Nov 2025. The busiest month was May 2026, with 62.

Compare momentum across the record
The lighter bar is Nov 2026, still in progress: 1 so far.
§ 7

The highest-ranked deployments

Ranked by innovativeness adjusted for age. Every figure above is computed from records like these.

Only records with high or medium evidence strength are ranked.

All 932 deployments

No records to show yet.