About Augmetrics®
It started with a simple question,
What if data could behave like memory?
What if once you learned something — like what a bottle of ketchup looks like, or the route to your childhood home — you never had to reprocess it again?
You’d simply store it. Recall it. Update it only when needed. And from that point forward, it would be locked in, available instantly and accurately — every time.
That’s how human memory works. And in the Big Data Era of 2013, it’s how we began to rethink data and the information that is generated from it.
The Origins of Augmetrics®
The research and development of what would become Augmetrics® unit processing began in 2013 with this core insight:
Further, once the object had been processed into requested information, it could live above the data layer as permanent intelligence, updated only when rules dictated.
This meant every future use of the object would avoid processing the data layer entirely — and instead deliver structured intelligence at the point of need.
Around the same time, we were exposed to early AI research and the extraordinary possibilities of that technology. As much as we admired the depth of the AI’s reasoning capabilities, our contextual engines at the time were focused on precision outcomes. Accordingly, our development efforts in the budding Augmetrics® technology retained its deterministic focus.
We never expected to be working with probabilistic AI technologies — let alone optimizing them.
The Promise of
Unit Processing
What began as a set of interrelated contextual optimization engines in 2013 has evolved into a new form of compute — a full-stack architecture for AI-augmented decision support and precision data intelligence.
Augmetrics® unit processing converts raw data into fixed, reusable Information Objects (IOs) — each one fingerprinted, contextualized, and permanently stored.
These IOs are the atomic units of structured intelligence.Each IO lives in the Registry, the central brain of Augmetrics®, where it is governed by versioning, permissions, and update rules. And each can be surfaced, reused, or modified without reprocessing the original data source.
Today: The Infrastructure for Right Answer Mode™
With the launch of Chloe NLP™ and ReportWorthy™, Augmetrics® is now powering real-time NLP applications for business intelligence, narrative reporting, and automated decision workflows.
Our platform has a simple premise:
- If a query has been made successfully, there is no need for LLM interaction. If a question has been answered before, you should never have to answer it again.
- If it hasn’t, we’ll process it into a new information object and make it reusable forever.