●  Indoor navigation, reinvented

Lost in the office?
Just look around.

Kumbh Ka Mela turns any phone camera into an instant "you are here" for your workplace. No app installs, no beacons, no printed markers — and no video ever leaves the phone.

Runs entirely in the browser · Works on any smartphone · Set up a floor in minutes
📍 Canteen — Floor 24
92% sure · recognized on-device
How it works

Teach it once. Everyone finds their way.

Your office already looks like your office. We use that — the AI learns what each area looks like, the way a person would, instead of relying on stuck-on markers or expensive hardware.

STEP 01

Teach

HR walks each floor with their phone, names the areas — "Canteen", "Meeting Room B", "24th-floor lobby" — and captures a few seconds of each. That's the whole setup.

STEP 02

Publish

One tap publishes the floor to your workspace. Update anytime — moved the coffee machine? Re-teach that corner in seconds and everyone gets the new version instantly.

STEP 03

Look around

New hires sign in, pick their floor, and point their camera. The screen tells them exactly where they're standing and what they're looking at. Day-one confidence, zero escorts.

Privacy by architecture

Your office never leaves the building.

This is the question every facilities team asks first — so we built the product around the answer. The camera feed is processed entirely on the phone. No photos, no video, no frames are ever uploaded, streamed, or stored. Not during setup, not during use.

The only thing we store is a small file of anonymous number-vectors ("embeddings") — a mathematical fingerprint of what each area looks like. It cannot be turned back into an image. Even if someone stole the file, they'd have a list of numbers, not a picture of your office.

what we actually store per area →
"Canteen": [0.0231, -0.1187, 0.0904, 0.2211, -0.0512, 0.1178, …]
📷

Camera frame

Seen only by the phone, in the browser tab, in the moment.

never uploaded
🧠

On-device AI

A neural network running locally converts the frame into a vector of numbers, then the frame is discarded.

never leaves the device
🔢

Anonymous embeddings

Just numbers — no images, no faces, no documents on desks. This is the only thing synced to your private workspace.

the only stored data
Why not the usual suspects?

Every alternative makes you install something.

Indoor navigation has been "solved" three times before — with hardware, stickers, and PDFs. Here's why offices still get lost.

vs. Bluetooth beacons

📡 Zero hardware

Beacons mean mounting devices on every wall, replacing batteries forever, and an IT project to maintain them. We need the hardware you already have: the phone in your pocket.

vs. QR codes & markers

🏷️ Zero stickers

QR codes peel, fade, and must be found before they help — and every office rearrange means reprinting. Here, the office itself is the marker. Moved a wall? Re-teach it in seconds.

vs. static floor maps

🗺️ Zero guessing

A floor plan on the intranet still leaves the hardest question to you: "okay, but where am I?" The camera answers that in one second, from anywhere on the floor.

For teams

Built for how offices actually onboard.

Three roles, zero training required. HR hands a new hire a link and a password — that's the entire rollout.

🏢

Admin

Creates company workspaces and hands the keys to each company's HR. Full oversight, zero day-to-day involvement.

🗝️

HR & Facilities

Teach floors, publish updates, and issue employee access that expires automatically — 30 days for a new hire, a week for a visitor. No cleanup, no forgotten accounts.

🧭

Employees

Sign in on any phone, pick a floor, point the camera. No app store, no downloads, no "excuse me, where's the canteen?" on day one.

Yes, about the name

Named after the most famous place to get lost.

For a hundred years of Bollywood, one plot device never failed: two brothers separated in the crowd at Kumbh Ka Mela, reunited three hours of cinema later. Your office on day one? Same energy. So we named the cure after the disease.

"बिछड़े हुए लोग यहाँ मिलते हैं।"
People who get lost, get found here. — every Bollywood mother, and now, your office.

Siblings separated at the actual Kumbh Mela: countless. New hires lost in your office: zero, starting today.

FAQ

The questions facilities teams actually ask.

What happens when the office changes — renovation, moved furniture?

Re-teach just that area: HR points their phone at the changed corner for a few seconds and hits publish. Everyone gets the update instantly — no reprinting, no rewiring, no ticket to IT.

Does lighting affect recognition — morning vs. evening, blinds open vs. closed?

Big lighting swings can lower confidence, and the honest answer is: teach for it. Capturing an area takes seconds, so capture it in the conditions people will actually see — a morning pass and an evening pass both go into the same area's training. When the system isn't sure, it says "Looking…" rather than guessing wrong.

How accurate is it really?

Visually distinctive areas — canteens, lobbies, branded meeting rooms — recognize reliably within a second or two. The hard case is corridors that are pixel-perfect copies of each other; there we recommend teaching with a landmark in frame (signage, art, plants — most offices already have them). The confidence bar you see is real, not decoration: the product tells you when it's unsure.

What phones does it work on?

Any modern smartphone browser — Safari on iPhone, Chrome on Android. Nothing to install, no app store. The AI model loads once (a few seconds on office Wi-Fi) and then runs on the device. Older or budget phones work too; recognition is just a beat slower.

Is any video or image from our office stored anywhere?

No. Camera frames are processed on the phone and immediately discarded — they are never uploaded, during setup or during use. The only stored data is anonymous numeric embeddings that cannot be turned back into images. Full details in the privacy section.

Do we need beacons, Wi-Fi triangulation, or site surveys?

None of the above. No hardware is installed, no radio maps are surveyed, no maintenance contract appears a year later. One person with one phone teaches a floor in about ten minutes.

Get in touch

See it on your own floor.

Book a walkthrough

Bring one floor of your office and 20 minutes. We'll teach it live on a phone and let your team try it before the coffee gets cold — no contracts, no installs, no slides.

Email us — we reply within a day
Get started

Give every new hire a sense of direction.

Set up your first floor in under ten minutes — one phone, one walk-through, done.

Book a walkthrough