4+hours/week
Lost to troubleshooting
Scientists spend countless hours searching manuals and forums for answers.
Existing support wasn't built for your lab
Forums, 1000s of pages of manuals, and support that takes weeks. The hidden costs add up fast.
6 to 36months
To feel confident using your instrument
Scientists report they need up to 3 years before they start feeling confident with using their instruments.
up to $50K/hour
Opportunity cost
When you cannot use your instruments, you end up with idle staff, delayed results, wasted precious samples, and lost revenue.
60%unused
Software features
Most labs only use a fraction of their instrument's capabilities.
Every feature built to the highest standard
Precision tools for precision work. Every capability designed to meet the rigorous demands of scientific research.
Resolve issues in minutes
Guided troubleshooting
Ask questions in plain English and get step-by-step guidance pulled directly from your instrument's official documentation. No more hunting through 1000s of pages of manuals.
- Ask freely without judgement and need for the right terms.
- Step-by-step instructions
- Citations to exact manual sections
- Works with all your instruments
Your team's collective wisdom, preserved
Knowledge centralization
Once you upload your team's knowledge and processes. Rayni helps your team find answers instantly from official docs and tribal knowledge
- Upload any document format
- Setup once and use forever
- Preserve tribal knowledge
- Data Privacy Protection - Only you can access your documents.
From novice to proficient, faster
New staff onboarding
Your team get instant access to 24/7 expert knowledge. They can ask questions without interrupting senior staff, accelerating their learning curve.
- Enable/Disable instrument access per user
- Reduces senior staff burden
- Consistent, accurate answers
- Surface knowledge gaps and quickly fill them with AI
Your data is yours. Period.
Access control and data security
Enterprise-grade security with role-based access control. AI never trains on your data and your documents never leave your lab
- Only designated users can change or delete anything
- End-to-end encryption
- Your data is never used for training AI
- Control which instruments and information each user can see and use
Every alternative fails the scientific standard
Rayni is the only AI built to the quality standard your instruments deserve.
| Feature | Rayni Scientific Grade | Colleagues Anecdotal Grade | Manuals Raw Grade | Forums Anecdotal Grade | Manufacturer support Reactive Grade |
|---|---|---|---|---|---|
| 24/7 Availability | Excellent | Not available | Excellent | Good | Not available |
| Response Speed | Excellent | Good | Limited | Limited | Limited |
| Citation & Verification | Excellent | Not available | Excellent | Not available | Good |
| Lab-Specific Knowledge | Excellent | Excellent | Not available | Not available | Not available |
ExcellentExcellent
GoodGood
LimitedLimited
Not availableNot Available
Foundation models guess. Rayni cites.
Every answer is grounded in your instrument's actual manuals, protocols, and your lab's own SOPs.
Consumer Grade
Foundation Models
“Based on general HPLC knowledge, baseline drift is usually caused by mobile phase issues, temperature fluctuations, or detector problems...”
- No source citations
- May hallucinate specifications
- Generic, not instrument-specific
- Doesn't know your SOPs
Scientific Grade
Rayni
“According to your Agilent 1260 manual (Section 4.3.2, p.142), baseline drift in your specific configuration is caused by...”
- Understands your lab's setup
- Exact page and section citations
- Guardrails for less experienced users
- Includes your lab's protocols
Trusted by researchers
See what scientists are saying about Rayni
“It has already proven beneficial. This significantly reduces the need for troubleshooting while accelerating results in analysis and subsequent publications.”
Lab Director
The University of Chicago
“I pay $40,000 per instrument for ‘official’ support and the manufacturer asks me to check Reddit!”
Core Facility Director
The University of Chicago
“Anyone who ever worked in a research laboratory is all too familiar with the problem Rayni aims to solve. The type of solution they are developing has long been needed”
Life Science Expert
Boston
Ready to accelerate your research?
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