papers/defense/hanzo-overview.tex

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    {Sovereign AI, robotics, spatial 3D \& post-quantum infrastructure for the American industrial base};
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\textbf{The sovereign AI operating layer for the new American industrial base} --- factories, robots, vehicles,
sensors, drones, ships, and defense systems. We pair open-source AI, spatial 3D, robotics control, post-quantum
cryptography, FHE, and low-latency on-chain coordination so operators can \textbf{build, automate, simulate,
secure, and command} real-world systems --- factory floor to contested edge --- with no closed or foreign AI
dependency.

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{\large\textbf{Why Hanzo}}
\begin{itemize}
  \item \textbf{Sovereign industrial cloud} --- self-hostable agents, models, tools, memory, IAM/KMS, audit, and deploy; cloud, factory, edge, or air-gapped.
  \item \textbf{Spatial 3D + robotics} --- digital twins, perception, simulation-to-field, fleet coordination, low-latency control, edge inference.
  \item \textbf{Low-latency machine coordination} --- on-chain identity, provenance, command logs, encrypted state, settlement, multi-party trust.
  \item \textbf{Post-quantum + FHE-native security} --- PQC for comms and identity; FHE to compute over ciphertext (coalition analytics, sealed telemetry).
  \item \textbf{Agentic engineering + cost collapse} --- modernize a contractor's stack in place: fewer services, lower cost, sovereign and auditable.
\end{itemize}

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{\large\textbf{The proof}}\quad\textcolor{hzgray}{\footnotesize Regulated capital-markets modernization --- FINRA/SEC-approved, SOC\,2 (client anonymized)}

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A regulated capital-markets modernization showed what the agentic stack can do. By the platform's own engineering
audit: \textbf{334 repositories}, \textbf{31{,}058 commits}, \textbf{15{,}294} from Hanzo's agentic CTO workflow,
and \textbf{114M raw git-log lines} --- spanning framework-wide refactors, dependency upgrades, automation, and
production code --- in an \textbf{81-day} window, measured at \textbf{\$0.0006 per line} by the audit's
methodology. The same modernization cut cloud spend \textbf{$\sim$90\%} (\textbf{$\sim$\$35K/mo to $\sim$\$3.5K/mo,
$\sim$\$380K/yr}), consolidated \textbf{200+ microservices (57 core) into 3 binaries}, and closed
\textbf{93 security findings} --- into a
SOC\,2 / FINRA/SEC-regulated production environment on post-quantum crypto, FHE, and native-GPU on-chain systems.

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{\footnotesize\textcolor{hzgray}{\textbf{By the numbers:}}\;
334 repos $\cdot$ 31{,}058 commits $\cdot$ 15{,}294 agentic commits $\cdot$ 114M raw git-log LoC $\cdot$
\textbf{\$0.0006/LoC} $\cdot$ 57 services $\rightarrow$ 3 binaries $\cdot$ $\sim$\$35K/mo $\rightarrow$ $\sim$\$3.5K/mo ($\sim$90\%)
$\cdot$ 93 findings closed $\cdot$ 50 Lean proofs $\cdot$ FIPS 203/204/205 $\cdot$ 11.5M tx/s ZAP.}

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\textbf{Why this matters for defense contractors:} Hanzo modernizes approved legacy stacks with a smaller team,
faster iteration, lower cloud cost, fewer services, stronger auditability, and post-quantum / FHE-native security.

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\colorbox{hzblack}{\parbox{\dimexpr\linewidth-2\fboxsep}{\color{white}\small
\textbf{For combat systems:} spatial awareness, low-latency agent control, post-quantum identity, encrypted
telemetry, FHE-protected decision rules, and auditable on-chain command history --- deployable at the edge when
links are degraded or denied.}}

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\noindent\begin{minipage}[b]{0.70\linewidth}
{\large\textbf{Scan for the full paper suite}}\\[2pt]
\textcolor{hzgray}{22 technical papers --- sovereign AI, FHE, post-quantum, security, compliance, robotics, and measured edge-AI inference.}\\[5pt]
{\footnotesize\textcolor{hzgray}{\textbf{Hanzo Industries} --- American-owned applied-AI lab, Techstars~'17, founded 2014.
Open-source $\cdot$ post-quantum $\cdot$ self-hostable.}\\[2pt]
\textbf{[email protected]}\quad\textcolor{hzgray}{papers.hanzo.ai}}
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{\footnotesize\textbf{papers.hanzo.ai}}
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