QUANTUMWORKS
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QUANTUMWORKS

Models to Missions.
AI Solutions built for Government

QuantumWorks builds AI-native solutions and autonomous systems to support mission workflows.

Explore Our Work Government & Defense

What We Build

Three areas of work.

Software Intelligence

Understand what large software systems actually do, identify unnecessary complexity, and modernize them without losing critical behavior.

PRISM

Selected Work

The problems we are building against.

All work

CYBERSECURITY & CRYPTOGRAPHY / PROTOTYPE

Sentinel

Organizations cannot migrate cryptography they cannot see.

Post-quantum discovery, dependency mapping, migration planning, and evidence-backed cryptographic modernization.

Explore Sentinel
The Sentinel Crypto Asset Graph: cryptographic assets connected to software, certificates, key stores, and their ML-KEM and ML-DSA migration targets, beside a live table of discovered assets.
The Crypto Asset Graph: a critical, HNDL-exposed asset linked to its TLS handshake, certificate, and ML-KEM / ML-DSA migration targets. Synthetic demonstration data.

SOFTWARE INTELLIGENCE / PROTOTYPE

PRISM

Legacy modernization fails when nobody can say what must not change.

Evidence-backed software understanding and behavior-preserving modernization for large legacy systems.

Explore PRISM
A PRISM transformation under review: legacy Hashtable code beside the proposed generic Dictionary rewrite, with safety gates checking compilation, tests, and behavioral equivalence before human approval.
A proposed rewrite under review: legacy and modernized code side by side while gates check compilation, tests, and behavioral equivalence. A human must approve before commit.

AUTONOMOUS SYSTEMS & ROBOTICS / PROTOTYPE

MissionGuard

A fleet can fail a mission while every vehicle in it looks healthy.

Runtime assurance that evaluates autonomous systems against mission-level constraints, not just individual platform health.

Explore MissionGuard
MissionGuard during an ISR scenario: a pop-up threat pulses on the mission map while fault cards report contract violations with evidence and mitigation hooks.
A pop-up threat meets a stale plan: contract violations raised as fault cards with evidence and recommended mitigations. Simulated scenario.

Additional R&D

  • CAM Continuous, evidence-backed cyber assurance across complex environments. Applied R&D
  • AEGIS Agentic cyber inspection and validation research. Research
  • Embodied Predictive Cortex Tactile and proprioceptive intelligence for contact-rich robotics. Research

How We Engineer

Traceable by design.

Critical conclusions should be grounded in evidence, changes should preserve what matters, and automation should remain understandable to the people responsible for the system.

Evidence over inference
Ground conclusions in inspectable system evidence.
Preserve what matters
Modernization and automation should not silently violate required behavior.
Humans stay responsible
Automation should increase engineering leverage without obscuring accountability.

Government & Defense

Built for consequential environments.

Our systems are designed for restricted, disconnected, and high-assurance environments, where every conclusion is bound to evidence a human can audit.

Government & Defense
  • Secure & disconnected environments
  • Evidence-grounded systems
  • Human-supervised AI
  • High-assurance software
  • Federal R&D

Company

Build where the difficult problems are.

QuantumWorks is a U.S.-based deep-technology company developing AI-native solutions for government and defense across cybersecurity and cryptography, software intelligence, and autonomous systems. Our work focuses on technical problems where conventional tools stop scaling with the complexity of the mission.

Women-Owned Small Business (WOSB)

About QuantumWorks

Working on a hard technical problem?

We work with government organizations, research institutions, and technology teams across cybersecurity, software, and autonomous systems.

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