IncidentFox

AI SRE agent that triages, coordinates, and fixes production incidents

1.8Score#804 of 999 agents#22 of 29 in Medical biller and coder

Why it ranks #804

IncidentFox, an AI medical biller and coder from YC W26, ranks #804 of 999 AI agents and #22 of 29 in Medical biller and coder, with a score of 1.8 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 1 × 30% 0.3
Momentum 1 × 25% 0.3
Autonomy 8 × 15% 1.2
= 1.8

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
1
2 people.
- +1
  2 people on its YC page2 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
1
Shows a new batch.
- +1
  New: YC Winter 2026
Not found: launch YC post in the last 6 months (+3), open roles on YC (+2), new traction claim in the last 6 months (+2), funding news in the last year (+2)
Autonomy
How much of the job does it do on its own? 15% of the score
8
Autonomous worker: completes whole tasks; people handle exceptions.
- +8
  Level 3 of 4: Autonomous workerCompletes whole tasks; people handle exceptions.
What the model read
- Acts in other systems: 83% likely
- Finishes whole tasks: 51% likely
- Calls itself an agent: 93% likely
Level 3: Completes whole tasks; people handle exceptions.