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Shunya Labs

Nothing is lost. We built the way back.

See it work

Ask it something.

Horizon · speech to text

Record, upload or pick a sample. Real speech, real languages, code-switching included.

Everything we build, on one page

Four layers, one substrate, no part of it rented.

Voice is the ring around it. Underneath sit understanding, knowledge and serving, and all of it runs where your data already is.

The paradox

The models keep getting better. The projects keep getting abandoned.

80%

of AI projects fail, about twice the rate of IT projects with no AI in them.

RAND Corporation, 2024
42%

of companies abandoned most of their AI initiatives before production, in 2025.

S&P Global Market Intelligence, 2025
17%

the same figure a year earlier. It more than doubled while every benchmark improved.

S&P Global Market Intelligence, 2024

Capability went up. Deployment went down. Nobody ships a model. They ship a system, and the system is where the knowledge lives.

Measured on our own system

A transformer scores. A graph guarantees.

Three runs · same corpus · same graderPass rateChange
Model switched off59.9baseline
Model switched on62.7+2.8
Knowledge represented as a graph92.1+29.4

Turning the model on bought 2.8 points. Representing the knowledge bought 29.4. The information was there the whole time.

Industries and customers

The hard part is never the same twice.

E-commerce

Probe every constraint at once, give up the cheapest, say which one moved.

Telecom

A dead line traced to its tower and its fault. A bill traced to the pack that lapsed.

Agent assist

A paragraph, not a search box, and every figure traces to the clause it came from.

Commercial vehicles

An index built last night knows none of the four facts that moved this morning.

Utility

Two flats in one building sit on different transformers. Same graph, different walk.

BFSI

The rule that fired has a version. The one that matters is the version in force that day.

Cyber and fraud

Recovery is a walk against a clock. Next actions with a deadline, never a risk score.

Insurance

Covered is never yes or no. A sub-limit caps it, a rider lifts it, each with a reason.

The only benchmark that gets paid

We measure against people, not against other models.

2×

conversion against human agents.

4×

conversion against generic AI voice bots.

0.90

average conversation score, against a target of 0.80.

98.4%

of the evaluation gate, every cycle, before anything ships.

Bring us your knowledge

Nothing is lost.

Tell us where the answers already are, and we will show you the way back to them, on your own hardware, in your own languages.