Brighterway

Streamlining the medical record review process in workers comp

2.6Score#461 of 999 agents#8 of 14 in Insurance claims specialist

Why it ranks #461

Brighterway, an AI insurance claims specialist from YC S24, ranks #461 of 999 AI agents and #8 of 14 in Insurance claims specialist, with a score of 2.6 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 4 × 30% 1.2
Momentum 2 × 25% 0.5
Autonomy 6 × 15% 0.9
= 2.6

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
4
14 people.
- +4
  14 people on its YC page10 to 19 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
2
Shows hiring.
- +2
  Hiring: 3 open rolesSoftware Engineer, Senior Software Engineer, Sales AssociateYC page
Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Summer 2024) (+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: 16% likely
- Finishes whole tasks: 11% likely
- Calls itself an agent: 2% likely
- Level 0 from the model's reading of its pages; the evidence review found, with quotes, that its AI acts in the work, so the level is 2
Level 2: Takes actions in other systems; a person approves key steps.

About Brighterway

At Brighterway, we use AI to speed up the medical record review process in the Workers' Compensation Industry. Physicians and claims handlers spend hours reviewing thousands of pages of medical documents– our technology highlights the information that is most relevant to a doctor's specialty or a given injury, streamlining their review process and saving them time.

Brighterway structures and deduplicates disorganized medical records (PDFs) and extracts the content that is medically relevant and related to a given claim, so they can focus on what matters most.