AI-Enabled Reasoning Platform

Your network sees everything.
It decides nothing.

Every access point, every session, every packet, watched in real time. And when something breaks at 3 a.m., a person still decides. Udaya ends that.

The whole argument↓
01 · The watching years

Twenty years of dashboards.

The industry taught networks to talk. Nobody taught them to answer.

4 to 10
monitoring tools per enterprise. Unchanged in a decade.
73%
of outages had an alert somebody ignored.
$300k+
per hour of downtime, for 93% of enterprises.
The receipts

In 2025 the industry's own analysts retired the word "AIOps". You do not rename a category that worked.

One market leader's AI ends every diagnosis the same way: "presents remediation steps to administrators for approval."

Another ships insight in the base tier. Acting on it is the upsell.

And when regulators reviewed the largest network-AI acquisition, the remedy they chose was forcing its source code open.

Seeing was never the problem.

02 · The turn

Then machines learned
to reason.

Agentic AI in infrastructure operations: under 5% of enterprises today, 70% by 2029. Humans in the loop: 95%, falling to 40%. Every major operator on earth has declared autonomous networks the destination.

Almost no one can drive there.

03 · The answer

UDAYA. The layer that decides.

A reasoning layer over the network you already have. WiFi, routers, switches, sensors, energy. It reads everything the network sees. Then it acts. Like this:

03:12 · SECURITY
A rogue access point appears on the floor. Quarantined at 03:12.
You find out at breakfast, not at 3 a.m.
09:47 · FLEET
A config change starts dropping sessions. Rolled back before the first ticket.
Most outages are change failures. Not any more.
18:05 · RADIO
Forty thousand fans walk into the stadium. Every radio retuned for the crowd. Returned after.
RF decisions at machine tempo.
22:30 · ENERGY
The building empties. Radios sleep, floor by floor.
Energy is a fifth of network opex. The network now cares.
04 · The moat inversion

Hardware was the moat. Then software. Now software is a commodity.

So we're giving the core away.

Open source, hardware agnostic, running on gear you already own. The incumbents cannot follow: their margins live inside the lock. Until now you could be open or intelligent. Not both.

23 years
building network infrastructure
45+
countries running it
100+
railway stations. The largest public WiFi network on the planet.
Live
OpenWiFi cloud controller, in production today
05 · The longer arc

"AI may be the gateway drug. The real trip comes after."

Sachin Mehra, founder. Three forces are converging: knowledge, computation, energy. The Trimurti of human progress. Open infrastructure is what all three land on.

ब्र

AI · Brahma, the Creator

democratises knowledge

Intelligence once locked inside institutions now lives inside the network itself.

वि

Quantum · Vishnu, the Preserver

expands the computable

The boundary of the solvable is moving. The layer beneath it must stay open to keep up.

शि

Fusion · Shiva, the Transformer

breaks the energy limit

Abundant energy makes networks public infrastructure. Public infrastructure should be open.

06 · The inevitable

Every network will get a reasoning layer.
The only question is whose.

Network Intelligence. Inevitable.

◆ Now raising

We're building the first network brand
the world associates with India.

Udaya is raising to scale an open, AI-first networking platform, from a profitable 23-year infrastructure foundation to a category-defining brand. If you back ambitious infrastructure at civilisational scale, let's talk.