Glance is the gatekeeper for the people you love, when an AI alone is not enough.
Security that pairs real human judgment with on-device ML — because the people who matter most deserve more than a model's best guess.
PILLAR 01
Trusted humans, not just trusted models.
Glance pairs ML with a Companion — a real person in your circle of trust — who approves grey-zone email. Other security products bet everything on AI alone. We don't.
PILLAR 02
Your inbox, strictly on your device.
Local-first ML, zero-knowledge architecture, AES-256-GCM ciphertext snippets, ephemeral plaintext that never persists. Your email stays yours.
PILLAR 03
Stronger together.
Family-graph protections and per-user sender classifications propagate through the Circle of Trust. The whole family benefits when one member trains a sender override.
Built Because Someone We Love
Got Scammed
Keep every inbox clean, private, and scam-free — for everyone. Glance brings a 4-tier detection pipeline, including VirusTotal, AbuseIPDB, and Google Safe Browsing, into one dashboard anyone can use.
Why I built Glance
My grandmother clicked a link in an email that looked like it was from her bank. Within 48 hours she'd been walked through unlocking two-factor on an account that wasn't hers, and the money was gone before any of us knew she'd ever read the message.
The attackers didn't need a zero-day. They needed her to glance at an inbox and see something familiar.
Every security tool I found was built for IT departments — complex dashboards, enterprise pricing, zero human features. Nothing was designed for the people who actually need it: parents, retirees, people who can't audit every sender at 11pm.
Glance is built for them. Not “AI-powered next-generation” protection. Just: someone the email has to get past first.
— Founder
Our Journey
The Problem
Our founder's grandmother lost $8,000 to a phishing scam. Existing tools were designed for tech-savvy users.
Research & Build
Built the 4-tier detection engine, Circle of Trust model, and zero-knowledge architecture from the ground up. Integrated VirusTotal, AbuseIPDB, Google Safe Browsing, and Spamhaus ZEN.
Launch
Glance launches with Companion-mediated approval, local ML inference, and protection for everyone worldwide.
The Vision
Expanding to protect every person from digital threats — email, SMS, voice, and beyond.
What We Believe
People First
Every feature is tested against one question: does this protect someone who just wants their inbox to be safe?
Zero Persistence
Body content is processed in memory during scoring, then discarded. Nothing is written to persistent storage.
Circle of Trust
Trusted contacts who approve unknown senders — your first line of defense, whoever you choose.
Transparency
Explainable AI means you always know why a decision was made. No black boxes.
Accessible Security
Enterprise-grade threat intelligence with none of the enterprise complexity. Simple by design.
Community Defense
Every user makes the network smarter. Collective intelligence protects everyone.
Platform Stats
Updated dailyDetection Engine
Verified ML metrics- 0.9919
- F1 score
- <50ms
- ML inference
- 4 tiers
- Auth · Heuristics · Reputation · ML
- 0
- bodies stored
phishing detection benchmark
ONNX, on-device path
detection pipeline
processed in memory, then discarded
Join Our Mission
Help us make email safe for everyone.