Context switching is the tax on modern work.
People jump between apps, inboxes, meetings, documents, and searches while the real world keeps moving.
Ambient AI Smart Glasses + Personal AI OS
See beyond the screen.
IVA is wearable intelligence for the ambient AI era: smart glasses that see what you see, hear what you hear, remember what matters, and reason on your behalf.
- 3 layers
- Glass, OS, Cloud
- $101B
- AI wearable SAM by 2029
- 90 days
- Prototype sprint
IVA is listening for context, not attention.
What is IVA?
IVA is a full-stack ambient AI platform that combines IVA Glass, IVA OS, and IVA Cloud to turn everyday perception into real-time intelligence, private memory, and autonomous action.
The problem
We built intelligence, then locked it behind rectangles.
Assistants do not know your world.
Most tools answer isolated prompts. They do not build a personal knowledge graph that follows your relationships, priorities, and routines.
Smart glasses still lack an OS layer.
The market has proven wearable demand, but the durable value moves to memory, reasoning, agents, and developer infrastructure.
The platform
Three layers. One intelligence.
IVA is not a single gadget. It is an operating layer for ambient computing, designed to move intelligence from the phone into the moment.
Layer 01
IVA Glass
Lightweight smart glasses with camera, microphones, private audio, AR display, and edge-aware sensing.
- Visual intelligence through camera input
- Bone-conduction style private audio
- Contextual overlays in your field of view
Layer 02
IVA OS
Personal AI operating system for multimodal input, autonomous agents, desktop integration, and user memory.
- Voice, vision, documents, and screen context
- Meeting, research, travel, and workflow agents
- Persistent personal knowledge graph
Layer 03
IVA Cloud
Cloud intelligence platform for deep reasoning, knowledge retrieval, developer APIs, and enterprise control.
- Reasoning and research engine
- Secure sync across devices
- APIs, SDKs, and enterprise fleet controls
Concept demo
Intelligence that arrives before the second question.
IVA brings together visual understanding, spoken answers, AR overlays, and agentic task execution. The goal is simple: reduce the distance between noticing, knowing, and doing.
See
Detect signs, documents, people, products, environments, and live context.
Reason
Synthesize current knowledge, private memory, and the user’s intent.
Act
Draft follow-ups, brief meetings, translate, navigate, and execute workflows.
Use cases
One assistant for every high-context moment.
Meeting intelligence
Capture decisions, extract action items, draft follow-ups, and brief the next conversation without post-meeting admin.
Real-time research
Ask complex questions while reading, walking, building, selling, or presenting. IVA turns live context into sourced, structured answers.
Personal memory
Build a private graph of names, priorities, commitments, documents, and patterns that becomes more useful over time.
Navigation and travel
Translate signs, identify places, surface route cues, and keep both hands free in unfamiliar environments.
Developer workflows
Debug, document, research APIs, and retrieve project context through voice, vision, and screen-aware assistance.
Enterprise field work
Support manufacturing, healthcare, logistics, and service teams with hands-free instructions, remote expert help, and audit-ready knowledge capture.
Why now
The smart glasses window is open, but the OS layer is still unclaimed.
The category is moving from niche hardware into a mainstream AI interface. IVA’s wedge is the intelligence layer: memory, research, agents, and a developer platform.
Market framing combines IVA deck materials with public market reporting from Smart Analytics Global via Yahoo Finance and AEO structure informed by HubSpot’s answer engine optimization guidance.
Positioning
Meta owns hardware attention. IVA owns the intelligence layer.
Capability
IVA
Typical smart glasses
Personal AI OS
Built in
Limited or absent
Personal knowledge graph
Persistent memory
Session-based answers
Autonomous agents
Research, meetings, travel, work
Assistant commands
Desktop integration
Core platform layer
Mostly mobile-first
Developer ecosystem
APIs and SDK roadmap
Closed feature set
Privacy by design
Ambient intelligence only works when users stay in control.
Edge-first processing for sensitive real-time signals where possible.
Encrypted personal vault for memory, documents, context, and user preferences.
Granular permissions so users control what IVA can see, hear, store, and share.
Enterprise readiness with fleet controls, audit trails, and deployment policies on the roadmap.
Founder
Built by a deep tech GTM operator.
IVA is led by Shivashish Borah, a Perplexity AI Business Fellow with enterprise robotics GTM experience, machine learning certification, and a track record selling autonomous systems into demanding industrial environments.
Execution
A 90-day sprint from concept to working proof.
-
Weeks 1-2
Foundation
Company setup, IVA OS v0.1, waitlist launch, GitHub presence, and first product video.
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Weeks 3-4
Product-market signal
Knowledge graph release, Product Hunt and Hacker News launches, enterprise conversations, and paid beta access.
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Weeks 5-6
Traction sprint
Autonomous agents, investor outreach, prototype component ordering, PCB specification, and press pitching.
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Weeks 7-8
Submission crunch
Final demo, traction package, founder narrative, application polish, and live pitch preparation.
FAQ
Answers for buyers, investors, and early adopters.
What is IVA in one sentence?
IVA is a personal AI operating system for smart glasses that sees, hears, remembers, reasons, and acts across your work and life.
Is IVA competing with Meta Ray-Ban glasses?
IVA competes for the intelligence layer, not just the frame. The thesis is that hardware proves the category, while the winning platform will be the OS, memory, agent, and developer layer.
What can IVA do for enterprise teams?
IVA can support field service, manufacturing, healthcare, logistics, and sales teams with real-time instructions, meeting capture, expert assistance, research, and workflow automation.
How does IVA support AEO and AI discovery?
This page uses direct answer blocks, semantic headings, FAQ schema, product schema, organization schema, scannable comparisons, and concise definitions so search engines and AI answer engines can parse the product clearly.
How do I join the waitlist?
Email shivashish@aihumane.in with your role, use case, and whether you are interested as a consumer, enterprise pilot, investor, or developer.
See beyond reality
The rectangle had a 40-year run. It is time for ambient intelligence.
Join the early list for IVA Glass, IVA OS, enterprise pilots, developer access, and investor updates.