Variance

AI Agents for Fraud Review and Investigations

4.3Score#129 of 999 agents#2 of 15 in Financial-crime analyst

Why it ranks #129

Variance, an AI financial-crime analyst from YC W23, ranks #129 of 999 AI agents and #2 of 15 in Financial-crime analyst, with a score of 4.3 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 0 × 30% 0.0
Scale 7 × 30% 2.1
Momentum 5 × 25% 1.3
Autonomy 6 × 15% 0.9
= 4.3

Proof
Do customers use it? 30% of the score
0
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
7
12 people, raised $22M.
- +4
  12 people on its YC page10 to 19 people
- +3
  Largest of 2 rounds: $22MVariance raises $21.5M for AI risk investigationsSource · 31 Mar 2026
Momentum
Is it shipping and growing now? 25% of the score
5
Shows hiring and funding news.
- +3
  Hiring: 8 open rolesForward Deployed AI Engineer, Business Development Representative, Enterprise Account ExecutiveYC page
- +2
  Funding news in the last yearVariance raises $21.5M for AI risk investigationsSource · 31 Mar 2026
Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), a batch in the last year (it is YC Winter 2023) (+1)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 57% likely
- Finishes whole tasks: 24% likely
- Calls itself an agent: 95% likely
Level 2: Takes actions in other systems; a person approves key steps.