EdgeLens AI | Intelligent On-Device Vision
Partnering with Camera OEMs

On-Device Vision AI for Smart Home Wellness and Care

EdgeLens turns existing smart home cameras into private, on-device AI companions. We analyze context, not pixels—helping families care for seniors, babies, and pets, and improve healthy eating without streaming their lives to the cloud.

100%
Privacy First
<500ms
Latency
Zero
Cloud Video Cost
24/7
Wellness Monitoring

Cameras Are Everywhere.
Trustworthy Ones Aren’t.

Millions of homes have cameras, but, most are still motion-first and cloud-dependent for “smart” features.

For OEMs, that means rising cloud storage + AI inference costs as usage scales and commoditized hardware.

For families, it means worrying about privacy in most sensitive spaces like living rooms, bedrooms and nurseries, because “smart” often implies sending video off-device.

The Old Way (Cloud-Dependent AI)

  • Requires streaming raw video for cloud analysis 24/7.
  • Optimized for intruders and alerts (rare events).
  • More latency, more cost, more privacy risk.

The EdgeLens Way (Wellness & Care Mode)

  • Processes video locally by default.
  • Focused on daily wellness and care of seniors, babies and pets.
  • Faster response, lower cloud cost, and privacy-first by design.
Flagship Product

EdgeLens Guardian

ElderCare Vision Mode for Indoor Cameras. A private, always-on fall detection and wellness agent.

Private Fall Detection

Detects falls instantly on-device. No video leaves the room, preserving dignity.

Daily Wellness Summaries

“Mom was active today, took meds at 9am.” Generated locally by our SLM.

TERMINAL::GUARDIAN_AGENT
LIVE
> Scene: Living Room (Camera ID: 04X)
> Subject Identified: Elderly Female
> Action State: Walking -> Sitting
> Fall Probability: 0.02% (Safe)
… 4 hours elapsed …
> ALERT: Irregular inactivity detected
“Subject has been sedentary for 4 hours. Recommending caregiver check-in.”

Visual Cortex

Automatic item detection, real-time inventory, and freshness tracking.

Personalized Nutrition

Tracks consumption and provides health-first diet recommendations.

Zero Waste

Expiry-driven alerts and usage intelligence to reduce food waste.

Kitchen2Store™

Auto-shopping lists & 1-tap ordering via Instacart & Kroger.

Current Product

EdgeLens Iris™

AI Nutritionist & Smart Meal Planner

Iris is an On-device Vision AI Agent that sees inside your fridge to understand household needs. It acts proactively to help you eat healthier, prevent food waste, and automate grocery shopping.

  • Healthier Choices: Real-time nutrition insights.
  • Reduce Food Wastage: Real-time waste tracking & cost savings.
  • Personalized Shopping Aid: Lists driven by user habits and expiry dates.
AI Infrastructure

Powered by ATLAS™

Our proprietary Orchestration Engine moves heavy AI workloads from the cloud to the edge.

Ultra-Efficient On-Device SLMs/VLMs

Compact, domain-tuned models for wellness & care running locally on camera chips and home hubs (≤8GB RAM).

Model Targets
  • Quantized SLM/VLMs (<2B params)
  • Care-event detection (beyond motion)
  • Reliable alerts + summaries

Edge2Cloud Orchestration

ATLAS dynamically manages AI workloads. It runs 99% of inference locally, only pinging the cloud for firmware updates and never for raw video processing and object detection.

  • Zero Video Latency
  • Works Offline
  • Massive Cloud Cost Savings

The “One EdgeLens” Vision

Starting with Guardian & Iris, expanding to the whole home.

Early Access Current Release
👵

EdgeLens Guardian

On-device care mode for indoor cameras (elder wellness & safety).

🍎

EdgeLens Iris

On-device kitchen vision for smart fridges (nutrition & food awareness).

Coming Next Future Expansion
🐶

EdgeLens Nurture

Pet care + baby sleep insight.

Press Releases

News & Announcements

New
For Immediate Release DEC 22, 2025

EdgeLens AI Launches Early Access for ATLAS™

Intelligent Edge2Cloud Orchestration That Turns Cloud-Heavy AI Into Fast, Private, Edge-First Experiences

[SAN JOSE, CA] — EdgeLens AI today announced Early Access for EdgeLens ATLAS™, a production-grade orchestration platform that automatically decides where AI workloads should run (on-device vs. cloud) and how they should run to meet strict SLAs, cost budgets, and privacy requirements.

ATLAS™ combines a dual-orchestrator engine to reduce cloud spend by up to 60% and cut p95 latency by ~50%. General Availability (GA) is planned for Q1 2026, following live showcases at CES 2026 in Las Vegas.

Why ATLAS™ Matters

AI teams are under pressure to ship richer AI experiences while controlling costs and privacy. ATLAS converts cloud-heavy workflows into edge-first execution through a predict-first dual orchestrator that adapts in real time to device resources and network conditions.

Key Capabilities
  • Dual Orchestrator Engine: Routes AI workloads vertically (Edge ↔ Cloud) and horizontally (Agent-to-Agent) for computer vision (image detection) tasks based on several factors.
  • Policy-Driven Control: Hot-reloadable policies enable rapid iteration across “Cost,” “Privacy,” and “Accuracy” modes without code changes.
  • Privacy-First: Strict edge-only modes ensure sensitive data never leaves the device.
  • Resilience: Automatically adapts to network degradation by down-binning models to preserve UX.

“Cloud AI inference costs are rising fast and squeezing device OEM margins. ATLAS keeps AI experiences fast and private while reducing cloud spend by dynamically orchestrating AI workloads across the device and the cloud with an edge-first approach.”

— Nagendra Kumar, Founder & CEO of EdgeLens AI
CES 2026 Showcase & Availability

EdgeLens ATLAS™ is available today for Early Access partners on NVIDIA Jetson, Apple Silicon, and Qualcomm Snapdragon hardware families. Live demos will be shown at CES 2026 in Las Vegas this January.

Request Early Access: [email protected]
Media Contact: [email protected]
For Immediate Release JULY 7, 2025

EdgeLens AI launches Beta Program to bring On-Device Generative AI to Smart Home Devices

Founded by a former Amazon Alexa AI leader, EdgeLens AI debuts its “AI Vision Agent” for smart refrigerators to eliminate cloud dependency, latency, and privacy concerns.

[SAN JOSE, CALIFORNIA] – EdgeLens AI, a new AI startup, today launched its exclusive beta program to bring powerful, on-device generative AI to the Smart Home ecosystem. The company is debuting its “AI Vision Agent” for smart refrigerators, empowering manufacturers to offer next-generation features without the latency, cost, and privacy concerns of the cloud.

In a direct response to growing consumer demand for data privacy and industry pressure to reduce ongoing cloud-related expenses, EdgeLens AI’s platform runs complex AI tasks entirely on the device’s local hardware.

“During my time leading Alexa’s AI, it became clear that the future of ambient computing couldn’t be fully realized while tethered to the cloud. Users expect instantaneous interactions and demand strong data privacy.”

— Nag Lavu, Founder and CEO of EdgeLens AI

The AI Vision Agent: A Proactive On-device AI Brain

EdgeLens AI’s first product for pilot partners, the AI Vision Agent, transforms a standard smart fridge camera into an intelligent kitchen assistant.

Media Contact

Nag Lavu
Founder & CEO
[email protected]

Founders Note

Why We’re Building EdgeLens AI

We’ve been building AI products for millions of smart home devices at Amazon Alexa, Google Health, Apple and Walmart Labs. We’ve seen the power of AI at scale, but we have also seen its limits.

Most “smart” devices today are still just motion detectors with an app. They stream video to the cloud, create privacy risks, and hope the user has time to watch endless clips.

We started EdgeLens AI because the next wave of Home AI must be:

  • Privacy-first On-device AI, so your life isn’t streamed to a data center.
  • Camera-first, because vision is key to understanding context.
  • Focused on Family Wellness & Care, not just burglars and packages.

We are building the intelligence that stays in the room—quietly watching for risk, helping you understand patterns, and supporting better decisions for the people you love.

NL
Nagendra Lavu
Founder & CEO