Univault Technologies builds Paragon Reflex.
Paragon Reflex is a reflex layer, a planning LLM and a decision record for robots and physical AI that must keep written rules. It holds when it cannot tell, names the missing fact, and writes every decision down. We prove the same discipline in public on a trading desk, where a broken rule shows the same day.
Two founders. Salt Lake City, Utah. Univault Technologies LLC is the name on every receipt.
What stands, measured
Every number here comes from a committed script on pinned inputs and was rerun on 2026-09-03. These are robotics measurements. No trading number exists, and none is claimed.
26.86 µs
Real-time reflex perception
Constant-time perception query at p50, measured over 10,000 queries on NVIDIA Jetson embedded hardware, in a fixed-size store that does not grow with what it learns.
0 bits changed
Field learning that does not move the model
The SHA-256 digest of the released 941,316-parameter model, unchanged after 1,000 field enrollments while the learned pattern store changed at every one — verifiable by the operator with standard tooling.
1 paying account
Revenue is small and real
One paying account today, with checkout live for the kit and for verdicts. Univault Technologies LLC is the merchant of record; the ledger is available to a serious investor on request.
What we sell, at paragonreflex.com
One product line, four doors, and the Hive that answers behind every one of them. Every door keeps the same discipline: when the system cannot tell, it holds, names the missing fact, and writes it down. Partners can buy the Hive directly, per account, at hive.paragonreflex.com. Univault Technologies LLC is the merchant of record on every receipt.
Reflex Dev Kit
Bring your own two Jetson boards and two cameras; we flash the reflex layer and ship to order. $449. A full kit with the boards is $999.
What it learns in the field never touches the part that decides. Verifiable by hash with standard tooling.
Verdicts
Write a rule in plain English. It reads the rule back, then answers allowed, not allowed, or cannot tell, naming the missing fact. Every answer is a record you keep.
$25 for 2,500 verdicts. No subscription. Rules, not advice.
Operator reads
For programs that fly or run machines under written rules: we read your manual, compile the rules that gate a mission, and show you the record.
Twenty minutes, no charge. Seats are invoiced, never carded. The pilot in command decides.
The proving ground (public)
Our proving ground, in public: one famous trading rule a day, compiled and graded, one cent each. Nowhere are the rules stricter, the truth faster, or the cheating more visible than a trading desk.
We grade rule-keeping, never outcomes. No profit figure, ever.
How we work: help first
Before anything is sold, we read your rules with you and show you the record. A builder runs one rule for free. An operator gets a twenty-minute read of their manual, no charge. A partner or investor gets the measured numbers and the files behind them, nothing more and nothing less.
If you build, fly, or run machines that must keep written rules, or you want to put capital behind the body that lets them, we should talk.
Talk to us
The Hive answers behind every door
The Hive is the answering layer inside Paragon Reflex: it runs the routine parts of an agent's work on a panel of small models and calls in a frontier model only when the work demands it. Every request is metered and recorded. Partners can buy it directly, per named account.
The bees are the local checkers that read an answer against your rules on a computer you trust. They never write the answer.