Reasoning systems for machines that can't afford surprises
Deep Sky Robotics is building NEPHES, a distributed reasoning module designed to watch high-stakes signal streams — factory telemetry, market data — and turn them into decisions you can audit.
One core, two verticals
NEPHES Factory Observer
Designed to deliver predictive maintenance from the PLCs you already run — reasoned findings, tracked episodes, datasheet-cited recommendations. Built as a Windows desktop product (installer released, unsigned, never installed at a plant; demo on simulated data), with on-prem deployment as the design goal.
Explore NFO →NEPHES Trading Intelligence
An internal prototype: a mixture-of-experts ensemble trained on market data, with conformal uncertainty gating, a versioned model registry, and live and shadow execution designed to run side by side.
internal · powers the NEPHES coreGet in before the crowd
Every factory already produces the data NFO needs — it just goes unread. NEPHES is being built to read it on hardware the customer already owns: the goal is no cloud bill, no data-governance objection, an install measured in minutes. We're looking for early-adopter factories to run founding pilots — hands-on support, founding-customer pricing — and raising an angel round to take NFO onto its first floors.