INVESTOR UPDATE · Pre-seed round open · Patent-pending technology · View the raise →
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Equation intelligence infrastructure.
Built, validated, patent-pending.

One codebase. Eight domains. 2,050+ validated equations. Every result from a single unmodified execution — no iterative tuning, no domain-specific engineering.

Founding Team
Built by operators, not researchers.

A team that owns both the technical build and the operational path to market. No academic distance between the code and the customer.

ML

Michael Lazzarotti

CEO & Co-Founder

Built the core engine and led validation across all eight domains. Responsible for technical vision, product architecture, and every published result to date.

EO

Evan O'Connell

CFO, COO & Co-Founder

Leads business operations, financial strategy, and go-to-market execution. Structures partnerships and builds the operational foundation to scale.

Every industry drowns in data but starves for insight. Existing tools predict — none can hand you the governing equation so you can verify it yourself. Elijah fills this gap for every client. Prometheus fills it across all domains simultaneously.
— Founding thesis, Diginetics Intelligence Systems, Inc.
Traction
Built. Validated. Deployed.

We don't lead with projections. We lead with what's already shipping.

Built
Core engine validated across 8 uncorrelated domains
Baseball, healthcare, real estate (residential + CRE), retail, transportation, oil & gas, and water systems. Same codebase, zero domain-specific engineering, 2,050+ validated equations.
Built
AWS production infrastructure — 192-core parallelization
Dedicated client instances, encryption at rest, full artifact reproducibility, enterprise-grade security posture.
Built
Provisional patent filed
Covers the autonomous residual discovery engine and cross-domain equation validation loop — the system's core defensibility.
Live Now
Harwood Real Estate pilot — Tuscaloosa, AL
Elijah running against a live real estate market. 96 equations discovered, 28 autonomous cycles complete. Dashboard deployed and accessible to the client.
Defensibility
Why this is hard to replicate.

A stack of moats, not a single advantage. Each layer compounds with the next.

01

Patent-pending IP on the discovery loop

Provisional patent on the autonomous residual discovery engine and cross-domain equation validation framework. A competitor cannot legally re-implement the core innovation.

02

Eight-domain validation ahead of every competitor

Baseball, healthcare, real estate, CRE, retail, transportation, oil & gas, and water systems. A competitor entering one vertical starts from scratch. We're already validated across eight from a single codebase.

03

Network effects through Prometheus

Every new domain strengthens universal law discovery. Every universal law strengthens every client's Elijah. The more domains connected, the wider the moat — and the harder it is for a new entrant to catch up.

04

Equations don't decay

Unlike ML models that require retraining as distributions shift, validated mathematical equations are permanent. The equation library only grows — and brings clients with it. Retention is structural.

05

Interpretability is the product

Black-box models cannot explain why. Elijah produces readable equations, sensitivity matrices, and feedback loops that domain experts can inspect, challenge, and trust. This is the only category regulators can actually sign off on.

Why Now
The market is ready for explainability.

The bottleneck in regulated industries isn't AI capability — it's trust, auditability, and interpretability. That's exactly what we sell.

$613B

AI healthcare market by 2034. Growing at 36.8% CAGR. The bottleneck is interpretability — not capability.

76%

of healthcare leaders say their organizations cannot keep pace with AI adoption requirements.

<1%

of AI-discovered biomarker candidates ever reach clinical validation. The gap is interpretability.

Execution Plan
Where the capital goes.

What's Built

  • Core engine validated across 8 domains
  • AWS infrastructure — 192-core parallelization
  • Autonomous discovery pipeline
  • Multi-dimensional sensitivity framework
  • Calibrated forward projection engine
  • Cross-domain causal discovery
  • Provisional patent filed
  • Live real estate pilot deployed
The Raise

Pre-seed round open. Looking for partners who see the category.

The technology is built. Eight domains validated. Patent filed. A live pilot is already generating equations. This round funds commercial deployment, the first paying healthcare partner, and expansion into financial services. We're selective — we're looking for investors who will still be excited about equation intelligence five years from now.

Pre-Seed

Current round. Open to strategic and institutional investors.

Patent-Pending

Core discovery loop and cross-domain equation validation.

8 Verticals Live

Proof of concept complete. Not a thesis — an infrastructure.

Direct line to the founders.

Questions, due diligence, or a conversation about where this fits in the stack.

michael.lazzarotti@diginetics.co