Compression you can compute on
Store Less. Do More.
Precica compresses data up to 1000x — then lets you search, recall, and forecast without ever decompressing it. Memory for robots. Foresight for trading desks. Less for you to store.
pdata compressing a live stream, then answering queries against it
/media/hero-demo.mp4
1000x
Compression on real-world data
0
Decompression steps to query it
3
Models in the pdata family
Live
Pilots on UK electricity markets
The problem
Data is growing faster than the budgets that keep it.
Sensors, cameras, and markets produce more history every year than anyone can afford to keep hot. So today, teams pick their poison:
Downsample it
Average the history away, and the anomalies your models actually need go with it.
Archive it cold
Cold storage is cheap to fill — and slow and expensive the day you need to query it.
Delete it
Retention windows quietly decide what your grid, fleet, or archive gets to remember.
pdata removes the tradeoff: keep everything, 1000x smaller, still queryable. See how it works ↓
How it works
Compress once. Use it forever.
Raw data shrinking by orders of magnitude
/media/how-compress.mp4
01
Compress
pdata shrinks structured data and video by orders of magnitude — years of history fit where months used to.
A query hitting compressed data directly — no unpack step
/media/how-query.mp4
02
Query in place
Search, recall, and analyse the compressed representation directly. There is no unpack step — ever.
A forecast drawn straight out of the compressed representation
/media/how-forecast.mp4
03
Forecast
Predict what happens next straight from compressed history — demand, prices, or where an object will be.
One engine
Everything your data does today — on 1000x less of it.
Compress
Orders-of-magnitude smaller storage for structured data and video, at full resolution.
Search
Find a person, moment, or pattern by meaning — directly in the compressed space.
Forecast
Always-on prediction from compressed history, validated in live electricity markets.
Run anywhere
Compress at the edge, on-prem, or in the cloud — bandwidth and storage stop being the limit.
Store less. Do more.
Talk to us about a pilot on your data — grid, fleet, or footage.
We're hiring, too — see open roles →