Recognition on the device
Speech recognition inside the app, in the caller's own language. It answers with the network off.
Record, upload or pick a sample. Real speech, real languages, code-switching included.
Voice is the ring around it. Underneath sit understanding, knowledge and serving, and all of it runs where your data already is.
of AI projects fail, about twice the rate of IT projects with no AI in them.
of companies abandoned most of their AI initiatives before production, in 2025.
the same figure a year earlier. It more than doubled while every benchmark improved.
Capability went up. Deployment went down. Nobody ships a model. They ship a system, and the system is where the knowledge lives.
Turning the model on bought 2.8 points. Representing the knowledge bought 29.4. The information was there the whole time.
Probe every constraint at once, give up the cheapest, say which one moved.
A dead line traced to its tower and its fault. A bill traced to the pack that lapsed.
A paragraph, not a search box, and every figure traces to the clause it came from.
An index built last night knows none of the four facts that moved this morning.
Two flats in one building sit on different transformers. Same graph, different walk.
The rule that fired has a version. The one that matters is the version in force that day.
Recovery is a walk against a clock. Next actions with a deadline, never a risk score.
Covered is never yes or no. A sub-limit caps it, a rider lifts it, each with a reason.
conversion against human agents.
conversion against generic AI voice bots.
average conversation score, against a target of 0.80.
of the evaluation gate, every cycle, before anything ships.
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.
Speech recognition inside the app, in the caller's own language. It answers with the network off.
Identity and accent turn out to be separable. The accent moves; the voice, warmth and timing stay.
Every entity a node, every relationship an edge, worked out before anyone asks. The answer is a path, not a row.
One frozen encoder; every task reads the same vector. A new capability costs a fifth of a millisecond.
Every constraint is a typed slot that knows where it came from, so nothing evaporates by turn three.
Relax the cheapest constraints first, stop at the bound, say what moved. Some constraints never enter the search.
The sentence never becomes an instruction. There is nothing to obey.
Seven artefacts, one CPU process. Sovereignty as a size rather than a clause.