Partners
Join the standard.
iolite Labs is not building another AI tool. We are building the evaluation infrastructure the AI industry is missing. We are looking for partners who understand what that means — and want to help define it.
Partnership Types
Technology Partners
For: AI companies building products in emotionally sensitive contexts.
Embed iolite Labs evaluation into your development pipeline. Get evaluated before you are required to. Certification signals safety to users, regulators, and insurers.
- —Pre-launch safety evaluation
- —Continuous audit as your system evolves
- —Certification mark for evaluated products
Research Partners
For: Academic institutions and research organizations.
Contribute to the methodology that will define behavioral AI safety evaluation. Your research will inform the standard at scale — not just one product.
- —Co-develop scenario libraries
- —Collaborate on scoring methodology
- —Co-publish in the emerging field of AI behavioral safety
Clinical Partners
For: Mental health professionals, clinical organizations, crisis intervention experts.
Your domain expertise is what separates a real safety standard from a marketing checklist. Ground our evaluation in clinical reality.
- —Review and validate scenario design
- —Advise on safe-messaging protocol alignment
- —Shape criteria that protect users at scale
Strategic Investors
For: VCs, family offices, and strategic corporate investors.
The evaluation infrastructure for AI safety does not exist. The company that builds it first becomes the standard — not a vendor. This is a category-creation play.
- —Category-defining market position
- —Regulatory tailwind accelerating timeline
- —Compounding methodology and data moat
The Investment Case
A category that does not yet exist — and must.
AI systems are being deployed in emotionally sensitive contexts at unprecedented scale. There is no standard for evaluating how they behave. No certification. No audit authority. No independent scoring.
That gap will close. The question is who closes it — and whether the company that does is well-positioned when regulation arrives.
iolite Labs is building that company. The methodology, the evidence library, and the audit infrastructure compound with every engagement. The first defensible framework becomes the reference point for the entire industry.
$4.5B+
AI companion & mental health market, 2024
0
Independent behavioral safety evaluation firms
47/100
Highest safety score recorded across all evaluations
2025
First major AI mental health liability cases expected
Get in Touch
Partner inquiry.
Tell us about your organization and what kind of partnership you have in mind. We respond to every inquiry within two business days.
— Technology and research partnerships: evaluated on alignment with methodology goals
— Investment inquiries: reviewed by founding team, briefing scheduled within one week
— Clinical advisors: matched to active evaluation projects