QT
Concept Bytes LLC · MMXXVI
Est. MMXXVI

Quanta
Technologies

We build data-driven intelligence platforms.

Healthcare · Finance · Enterprise Operations

A product of Concept Bytes LLC — a small firm that runs an AI-agent operating team.

Talk to the scribe about your problem Email a human
Explore Our Work
IWhy We Exist
The valuable data problems are the unglamorous ones.

Nobody demos the supply cabinet, the manufacturer catalog, the reconciliation spreadsheet that three people keep alive by hand. Those are the systems that decide whether an operating room runs on time and whether a forecast means anything. They are also the systems that never get built, because they are specific to one organisation and too small to interest a platform vendor.

We build them. Quanta runs a human-led engineering practice with an AI-agent operating team behind it — an AI CTO, COO, IT and backbone admin, and lead quant. That is how a firm this size ships products at this scale, and it is why the first conversation about your problem can happen at two in the morning if that is when you have time.

II Three Divisions

Healthcare Intelligence

Surgical Supply & Medical Data
Peri-operative supply tracking, surgical product and manufacturer data, and the reporting that hospitals and surgical centers need to see what they actually consume.

  • ScrubStack

    Digital surgical preference cards. AI card digitization, pull lists, wayfinding for OR staff.

  • SurgX Marketplace

    2.96M FDA products. Product discovery, pricing intelligence, safety data, recall monitoring.

  • Enterprise Analytics

    Usage tracking, shortage alerts, waste reduction, procurement leverage at scale.
2.96M products · 9,847 manufacturers · 25K FDA clearances
Explore Healthcare

Financial Intelligence

Quantitative Analysis & Forecasting
Quantitative modelling and forecasting work, run by the same practice that builds the data pipelines underneath it.

  • Signal Intelligence

    Proprietary signal engines. Walk-forward validated across 8 years and 6 market regimes.

  • Economic Forecasting

    1,061 years of commodity history. Cycle-based regime detection and sector analysis.

  • Custom Portfolio Tools

    Risk modeling, Monte Carlo simulation, custom dashboards, enterprise reports.
171 assets tracked · 11.4M market data bars · 8yr+ validation
Ask about a model

Custom Systems

We Build What Doesn't Exist Yet
The internal system nobody sells: the one-off pipeline, the instrument that reads what a person sees, the tool that finally retires the spreadsheet everybody is afraid of.

  • AI-Guided Intake

    Conversational workflow mapping to identify bottlenecks, pain points, and opportunities.

  • Full-Stack Build

    Custom architecture, deployment, and integration. FastAPI, React, SQLite, Claude AI.

  • Live Monitoring

    Real-time dashboards, performance feedback, and iterative refinement.
FastAPI · React · SQLite · Claude AI · Custom Dashboards
Describe it to the scribe
III Live Products
Digital Preference Cards
ScrubStack
Digital surgical preference cards. Snap an image of a paper preference card and ScrubStack generates the digital version — the surgeon's card stops living in a binder and starts living where the theatre team can actually read it.
Product page → scrubstack.io →
Surgical Intelligence
SurgX — Medical Marketplace
Mid-refit
A searchable catalog of surgical products and manufacturer data at very large scale — millions of product records across thousands of manufacturers.
Marketplace → surgx.io →
2.96M
Medical
Products
9,847
Device
Manufacturers
149K
Federal
Contracts
4.9M
Database
Records
$52B
Contract Value
Tracked
IV How an Engagement Works
01
You describe the problem
To the scribe, or to a person by email. Either way it ends up as a written brief we both agree on.
02
We look at the real data
A sample, an export, a screen recording of the current workaround. Enough to say honestly whether we can help.
03
Scope, then build
A written scope with a fixed first milestone, then engineering in the open — you see it working before it is finished.
04
Hand over or we run it
Your team takes it with documentation, or Quanta operates it. Both are normal; pick when you know more.
V The scribe · AI client intake

Most people can't fill in a contact form about this.

So don't. The scribe is an AI interviewer that asks about your workflow the way an engineer would — what breaks, who works around it, what it costs when it does. It writes up a brief. A person here reads the brief and replies. Ten minutes, any hour, no obligation.

Quanta Intake Ready

Before you start, plainly:

  1. You make an account with an email and a password.
  2. You talk to an AI interviewer for about ten minutes. It is not a person, and it will not pretend to be.
  3. It writes a structured brief. W.A. Wyatt reads it and replies to you directly.
  4. You can stop at any point, and come back to an unfinished conversation later.
VI Who You'll Work With
CEO & Founder
W.A. Wyatt
Reads every intake brief personally and answers your email. Traveling Certified Surgical Technologist (CST) for 17+ years across dozens of hospital systems. From there, taught himself finance and coding to build trading indicators, found a strong read on markets and supply-and-demand, and founded Concept Bytes LLC to ship the ideas. Builds with Claude Code as a development force-multiplier.
The AI Operating Team
Four autonomous agents hold standing roles here. They plan, build, administer the backbone, and run the quantitative research — under human direction and human accountability. It is why a firm this size ships at this scale.
AI CTO Architecture & delivery
AI COO Operations & scheduling
AI IT & Backbone Admin Infrastructure
AI Lead Quant & Researcher Modelling & research
VII Reports & Insights
What we publish, we publish in full.

Nothing gated behind a form, no newsletter to join. When a report goes up, it goes up in full text with the methodology exposed.

Browse reports
VIII Contact
Two doors. Both of them open.
Email a human
Fill this in and it opens a message to W.A. Wyatt, already written. Nothing is stored on this page.
What do you need?
Talk to the scribe now
Better if the problem is complicated or you're not sure how to describe it. Ten minutes, any hour, and you get a copy of the brief.
Begin the interview

Directw.wyatt@quantatechnologies.io

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