About
We build the
layer in between.
The hard part of any intelligent system isn't the raw data and it isn't the user-facing product. It's the middle — where signals become structure and structure becomes something a person or device can actually use.
What we build
The middle layer nobody wants to build twice.
ML embeddings, semantic clustering, entity graphs, cell network telemetry, seismic and sensory feeds — these are powerful signals that sit largely unused because the infrastructure to interpret them at scale is expensive, specialized, and unglamorous to build.
We built it anyway. The Polari intelligence platform sits between raw signal inputs and the products that consume them — transforming noise into structure, structure into meaning, and meaning into something a device with a two-dollar screen or an analyst with a deadline can actually use.
The same core layer that clusters news articles by semantic similarity can interpret sensor readings, monitor network conditions, or route intelligence to hardware that has no business being as capable as it is.
The ecosystem
What we've built on top of it.
A consumer news app powered entirely by the intelligence layer. Articles come in as raw text; what surfaces to the reader is a structured briefing of what's actually happening, semantically clustered, deduplicated, and tuned to what they care about. The layer is invisible. The experience isn't.
LiveThe intelligence layer, opened up. Embeddings, entity extraction, story clustering, relationship graphs — available as a clean API for teams who want sophisticated signal processing without spending a year building the plumbing. The same infrastructure that runs Digestr, accessible over HTTP.
LiveEvent intelligence and monitoring built on the Polari pipeline. Designed for teams who need situational awareness the moment conditions change — not after the fact.
LiveA protocol for putting cloud intelligence onto hardware that has no business being this capable. An e-ink device with a four-day battery can deliver personalized news briefings, navigation, and payments — because the smart part lives on our servers and the device just renders what it's told. Cheap hardware, cellular connectivity, and the full intelligence layer underneath.
In developmentHow we think
A few things we don't compromise on.
The middle layer compounds
Every product we ship runs on the same core infrastructure. Engineering decisions made for Digestr improve the API. Improvements to the API make OSP more capable. The investment is never siloed — it accretes across everything we build.
Simple surfaces, serious depth
The most interesting version of what we build is when the intelligence is completely invisible. A briefing that feels written for you. A dumb phone that somehow knows what you need. The sophistication is real; it just doesn't announce itself.
Validate before scaling
Digestr runs in production with real users who would notice if it disappeared. Every new platform goes through the same test. We don't invest in scale until we've found people who genuinely depend on what we built.
Signal is everywhere
Text is just one input. The same architectural thinking that makes sense of a news feed can interpret a sensor array, a cell tower's neighborhood data, or a seismic reading. The layer doesn't care what the signal is — it cares what the signal means.
Contact
Get in touch
For partnerships, press inquiries, or to learn more about what we're building.