Every.io · Jun 2026
Profile of Levi Lian and Raycaster’s product vision for document intelligence in regulatory and clinical workflows.
Public company, workplace, funding, and market signals
Raycaster is an AI-native document workspace for biopharma and other regulated life-sciences teams, focused on reviewing, revising, and keeping regulated documents in sync with the underlying science and source evidence.
Primary product
AI workspace and document editor for biopharma/regulatory documents
Founded
2024
Headquarters
New York, New York, United States
Team size
1-10
Industry
Technology, Information and Internet
Sub-industry
AI document workspace / regulated document management for biopharma
Offices
0 jobs at Raycaster
Check back later for new openings
Business model
Stage
pre-seed
Total raised
$500K
Latest round
Pre-Seed · Dec 2024
Latest amount
$500K
Investors
No explicit public culture or benefits page was provided; public materials emphasize high-stakes, evidence-based work, rigorous evaluations, and shipping reliable systems for regulated workflows.
Compensation
Public job listings show Founding Engineer compensation of $100K-$160K plus 2%-10% equity, and Founding GTM compensation of $100K-$500K plus 0.5%-4% equity; contractor/hourly specialist roles are also listed around $40-$130/hr.
Pricing
Not publicly disclosed; appears to be enterprise/B2B SaaS with custom evaluation and services-led engagement.
Differentiators
Technology
Customers
Competitors
Estimated revenue
<$5M
Estimated monthly visits
2.2K
Traffic estimate as of Jul 2026
Every.io · Jun 2026
Profile of Levi Lian and Raycaster’s product vision for document intelligence in regulatory and clinical workflows.
Raycaster blog · May 2026
Raycaster discusses market shifts in technical document review and early-signal intelligence across industrial and data-center workflows.
Raycaster blog · May 2026
Raycaster describes lessons from building document agents and running rigorous evaluations for complex professional tasks.
LinkedIn · Apr 2026
The company posted research claiming Gemini 3 Flash achieved state-of-the-art results on OfficeQA Pro at materially lower cost.
Y Combinator · Nov 2024
YC company page and launch material describing Raycaster as an AI document workspace for regulated life-sciences content.