David Labs
Building AI systems that expose fraud, protect privacy, and restore trust. We don't just build technology—we build transparency, accountability, and human dignity into every line of code.
Our Products
David
AI forensic system analyzing HL7 healthcare data to detect fraud, track patient movement, and expose healthcare loopholes. Real-time insights with complete transparency.
Features: HL7 analysis, fraud detection, patient tracking, system auditing, real-time monitoring.
Hubble
Natural language interface for MongoDB. Ask questions in plain English, get instant answers. No SQL needed. AI-powered query translation for instant insights.
Features: Natural language queries, intelligent exploration, real-time translation, secure access, query history, multi-database support.
phantom.js
Lightweight helper library for Mirth Connect, OIE, and BridgeLink. Comprehensive utilities for maps, strings, numbers, JSON, base64, XML, and dates with consistent APIs.
Features: 104+ functions, 100% test coverage, plug-and-play, no init required, open source GPL-3.0.
The Manifesto
We are not just building tools. We are building trust. TRAPS is the DNA of David Labs. Every line of code. Every decision. Every product.
Transparency
No hidden algorithms. No secret processes. Every decision, every log, every connection — completely visible and verifiable. When we say "trust us," we mean "verify us."
Responsibility
When our code breaks, we fix it. When our systems fail, we own it. No excuses. No blame games. We built it, we own it — the good, the bad, and the broken.
Accountability
Every action logged. Every access tracked. Every outcome measured. We answer directly to the people who use our technology, not to boardrooms. When you ask "who's responsible?" — the answer is us. Always.
Privacy
Privacy isn't a feature — it's a fundamental right. We question every byte: "Do we need this? Does this belong to us?" If it's yours, we protect it. If it's not ours, we don't touch it.
Stealth
No flashy ads. No marketing noise. We work in the background, silently protecting and integrating. Our technology doesn't need to announce itself — it just works. We build to solve real problems.
About Us
David Labs was born from a single belief: systems should serve people, not exploit them. Founded in 2023, we build AI that investigates fraud, protects privacy, and redefines trust.
Origin
Founded in 2023 between Toronto and New Delhi, David Labs emerged from personal pain, professional rage, and one clear mission — to fix the unfixable.
Structure
Registered as a Delaware LLC with Canadian operations, we operate globally but root our ethics in real-world failures we've seen and felt firsthand.
Mission
To build AI systems that expose fraud, elevate privacy, and decentralize power. We don't disrupt. We dismantle what's broken and replace it with dignity.
Contact Us
Whether you're an investor, hospital, browser extension enthusiast, or believer in stealth — reach out. David Labs doesn’t sell. We align.
Privacy Policy
Data Collection
We collect only the information necessary to provide our services. When you contact us through our form, we collect your name, email, organization, and message. This information is used solely to respond to your inquiry.
Data Usage
Your data is never sold, shared, or used for marketing purposes. We use it only to communicate with you about your inquiry and to improve our services.
Data Security
We implement industry-standard security measures to protect your information. All data is encrypted in transit and stored securely.
Your Rights
You have the right to access, modify, or delete your personal information at any time. Contact us at letstalk@davidlabs.ca to exercise these rights.
Terms of Use
Acceptance of Terms
By accessing and using this website, you accept and agree to be bound by these Terms of Use. If you do not agree, please do not use this website.
Use License
Permission is granted to temporarily view the materials on this website for personal, non-commercial use only. This is the grant of a license, not a transfer of title.
Disclaimer
The materials on this website are provided on an 'as is' basis. David Labs makes no warranties, expressed or implied, and hereby disclaims all other warranties including implied warranties of merchantability or fitness for a particular purpose.
Limitations
In no event shall David Labs or its suppliers be liable for any damages arising out of the use or inability to use the materials on this website, even if David Labs has been notified of the possibility of such damage.