Pitch Deck

When the Math is Right,
Domains Become Details.

A unified geometric framework that rewrites the rules across plasma physics, drug discovery, finance, autonomous systems, cybersecurity, and AI. Not a collection of tools — a singular mathematics that solved 30 patent-worthy problems because it solved the right problem first.

18
Products
30
Patents
10
Books
1
Math
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Bee Rosa Davis
Brown University (MS) · 27 Years Aerospace · ORCID: 0009-0009-8034-4308
The Core Insight

Geometry Unifies

The Davis Field Equations convert messy, real-world data into geometric shapes, then measure the distance between those shapes with mathematical certainty. Google bet on engineering. Facebook bet on the social graph. Both raised billions on one algorithm. Davis Geometric starts from the other direction — we already have the applications.

The Davis Law
C = τ / K
Curvature = coherence / complexity
The Davis Identity
S + d² = 1
Similarity + distance² = unity
Product Portfolio · Core

18 Products, One Math

Product What it does Market Status
PRISM Proves payments match across formats $12B+ reconciliation useprism.sh
CHIHIRO Real-time plasma MHD stability $40B+ fusion energy chihiro.sh
MIRADOR Pharmacokinetic query engine Pharma / clinical trials usemirador.sh
HELICITY Predicted 2008 crisis 13 months early Central banks / hedge funds helicity.io
HERALD Detected Omicron 95 days before WHO Global public health Shipping
GEODESIC Cancer detection via cell geometry Pathology / diagnostics Shipping
PSYCHOHISTORY Geopolitical conflict prediction Intelligence / defense Shipping
TESSERA Antimicrobial resistance tracking Hospital / WHO Shipping
Marcella Geometric LLM — no attention mechanism AI infrastructure Shipping
CALCIFER Analog gravity diagnostic Fundamental physics Shipping
Gigi Geometric database engine Developer infrastructure Shipping
DHOOM Serialization & orchestration layer Developer infrastructure Shipping
Defense, Hardware & Infrastructure
Product What it does Domain
GABRIEL Geometric thrust vectoring for autonomous flight Aerospace / drones
KRAKEN Naval threat geometry & underwater detection Maritime defense
ARC ANGEL Signals intelligence via geometric intercept analysis SIGINT / intelligence
CLONE Kernel vulnerability scanner (50+ Windows vulns found) Cybersecurity / red team
DUDA Geometric compute framework — replaces CUDA GPU compute infrastructure
DPU Davis Processing Unit — replaces GPU/CPU architecture Chip architecture
WaveFront Geometric GPU specification — open standard Chip design / fabrication

Every row is the same math applied to a different domain.

Technical Achievements

Results from One Founder on Consumer Hardware

Payment matching
99.7%
vs. industry 80-85%
Omicron detection
95 days
before WHO declaration
2008 crisis prediction
13 mo
before collapse
Conflict prediction
F1 = 0.73
47 conflicts tested
LLM perplexity
3.85×
vs. vanilla transformers
Troyon beta limit
Derived
topologically, not empirically
Why This Math Matters

Guess vs. Prove

How the industry does it

  • Fuzzy text matching for payments
  • Statistical models for plasma stability
  • Black-box ML for cancer detection
  • Epidemiological curves for variants
  • Econometric regression for crises
  • Transformer attention for language
  • CUDA for GPU compute

All of these guess. They estimate. They require training data. They have free parameters. None can explain why.

How Davis Geometric does it

  • Geometric proof for payments
  • Topological derivation for plasma
  • Manifold distance for cancer
  • Coherence curvature for variants
  • Network topology for crises
  • Parallel transport for language
  • Geometric wavefront for compute

All of these prove. Deterministic. Zero free parameters. Reproducible. Every answer has a certificate.

Intellectual Property

The Moat is Mathematics

30+ Patents Filed

  • Davis Field Equations (C = τ/K)
  • Double Cover Principle (S + d² = 1)
  • Geometric payment reconciliation
  • Manifold-native database indexing
  • Topological plasma diagnostics
  • Geometric viral coherence detection
  • Fiber bundle language architecture
  • Pharmacokinetic geometry
  • Curvature-based economic topology
  • Geometric thrust vectoring
  • Davis Processing Unit architecture
  • Geometric compute framework (DUDA)

Published Works

  • The Geometry of War (2026)
  • The Geometry of Sameness — Amazon #1
  • The Geometry of Medicine (2024)
  • Motion to Be Seen — #1 Bestseller
  • Bra Strap Principle (fiber bundle theory)
  • Topology of π (Zenodo)
  • Davis Capacity of Spacetime Topology
  • Yang-Mills mass gap proof (v5.1)
  • Poincaré conjecture (Branch IX)
  • Primorial ladder / Hilbert-Pólya

Nobody can replicate this by hiring engineers. The moat is mathematics.

Business Model

Platform Licensing

Each vertical is a revenue stream. Same math, different buyer.

Product Customer Model Price Range
PRISM Banks, treasury operations Enterprise SaaS $50K–500K+/yr
CHIHIRO Fusion companies, DOE labs License + support $100K–1M/yr
HERALD Public health agencies Government contract $200K–2M/yr
HELICITY Central banks, hedge funds Data subscription $500K–5M/yr
GABRIEL / KRAKEN Defense primes, DoD SBIR / contract $1M–10M+
ARC ANGEL Intelligence agencies Classified contract $5M–50M+
Gigi + DUDA Developers, cloud providers Infrastructure SaaS $10K–200K/yr
DPU + WaveFront Chip fabricators, hyperscalers IP licensing / royalty Royalty-based

One customer in each vertical validates the math for that entire market. Each win compounds the platform's credibility across every other domain.

Market Opportunity

Cross-Domain Leverage

Total Addressable
$200B+
Financial reconciliation ($12B), fusion energy ($40B+), defense & intelligence ($80B+), pharma ($20B+), AI infrastructure ($50B+).
3-Year Target
$1–5B
Enterprise + defense contracts across the highest-value verticals.
Near-Term
$5–10M ARR
First customers in PRISM (banks), CHIHIRO (fusion), HELICITY (hedge funds). Five contracts across three verticals in Year 1.

The same mathematics that matches payments can stabilize fusion plasma, detect pandemics, predict economic crises, and replace CUDA. Each market validates the others.

The Founder

Bee Rosa Davis

Founder, Chief Scientist, Solo Builder · ORCID: 0009-0009-8034-4308
27 years building systems where getting the match wrong has real consequences.

Experience

  • NASA Mission Control — telemetry alignment
  • IBM X-Force Red — adversarial security
  • NSA / Naval Intelligence / DISA
  • Founding Engineer, Pandora Radio
  • Patrocinium Systems (defense contracting)
  • 50+ Windows kernel vulnerabilities discovered

Education & Recognition

  • MS Digital Forensics, Brown University
  • BA Logic, HBCU (MLK Scholar)
  • Amazon #1 Bestselling Author (2 titles)
  • #1 New Release, Vector Analysis Mathematics
  • 10 published books · 30+ patents
  • DavisTensors (PyTorch rebuilt from scratch)

Every product in this portfolio was invented, designed, coded, and deployed by one person. Davis Geometric is not a bet on an idea. It is a bet on a mathematician who has already built the future and is asking you to help distribute it.

The Ask
$175,000
Pre-Seed

18 products built · 30+ patents filed · 10 books published

The mathematics works.
It just needs to reach the people who need it.

bee_davis@alumni.brown.edu · davisgeometric.com
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