We engineer intelligence at the intersection of quantum mechanics and artificial intelligence — the computational substrate for civilization's hardest problems. Nothing artificial. Just intelligence, delivered today.
The Thesis / 01
Most AI is statistics dressed in a coat. Most quantum is hardware in a roadmap. What we build is mathematics with substrate behind it — quantum-inspired optimization fused with machine learning, run on architectures designed for the work. This is the Quantum Logic Core™.
The result is computation that doesn't approximate solutions to civilization-scale problems. It solves them — at orders of magnitude less power, with verifiable accuracy, on timelines that turn research into infrastructure.
This is not the AI of demos and benchmarks. It is the AI of operating systems — the layer beneath the layer, where logistics, defense, biology, and finance meet a new kind of computational ground truth.
Entanglement was founded to deliver on the promise of quantum computing now, not in a future white paper. The team has spent a decade proving the thesis. The next decade is about scale.
The Moment / 02
AI is no longer constrained only by model quality. It is constrained by data-center capacity, power availability, cooling, chip utilization, and the security architecture required to operate critical systems at global scale. Because our logic now runs on standard silicon, it works today. The advantage is making deployed infrastructure do more useful work per watt — with trust built into the compute layer.
Global data-center electricity use is projected to roughly double by 2030, reaching a level comparable to the annual power consumption of a major industrial nation. AI's bottleneck is shifting from algorithms alone to the energy, cooling, and orchestration required to keep intelligence online.
IEA · Energy and AI · 2025
Data-center electricity demand surged in 2025 while AI-focused facilities grew even faster. The answer cannot be more hardware alone; it has to include better scheduling, higher utilization, leaner inference, and optimization on the chips already in use.
IEA · 2026 electricity update
AI operations now touch defense, finance, health, logistics, energy, and sovereign data. Security has to move from perimeter checks to always-on anomaly detection, cryptographic agility, identity-aware controls, and real-time policy enforcement.
NIST · CISA Zero-Trust guidance
The Record / 03
A snapshot of the team's published, patented, and peer-reviewed work — sustained over a decade of research and operations. Verifiable. Reproducible. On the public record.
The Stack / 04
A productized engine that ships revenue today, paired with a moonshot computing paradigm aimed at the next century. The first funds the second. The second changes everything.
QLC · A productized quantum-inspired optimization engine
A drop-in computational layer that solves combinatorial, scheduling, and resource-allocation problems at scales where classical solvers fail. Hardware-agnostic. Cloud-deployable. Already in production with defense, logistics, maritime, and life-sciences customers.
A new computational primitive — beyond the binary
If the transistor gave us the digital era, and the qubit promised the quantum era, POSTBIT is the third — a computing paradigm engineered for the ubiquity of intelligence itself. We frame it the way Edison framed electricity: not a product, but a substrate the next century is built on top of.
What the core does
The Quantum Logic Core is not a benchmark engine. It is a deployable computational substrate — five distinct capabilities that compose into the operating systems our portfolio companies sell.
Validated / 05
Capability is not sold from a deck. It is measured, validated, and entered into the public technical record. Three artifacts of that record — two from the U.S. Army, one from the U.S. Patent Office — anchor the work.
Dramatically faster and more accurate cybersecurity anomaly detection capability — with far fewer false positives — than any known technology. — U.S. Army Validation Report, Office of the Secretary of the Army
Validated under a CRADA (Cooperative Research & Development Agreement) with the U.S. Army Analytics Group. The report confirms Entanglement's hybrid quantum-classical architecture as the world's fastest QUBO solver — surfacing threats in under a second where legacy systems take hours, days, or miss them entirely. Deployed for real-time detection at network scale, on Groq tensor processors.
Validated under a Cooperative Research & Development Agreement with the U.S. Department of Defense. Entanglement modeled equitable nationwide allocation of pandemic-era Personal Protective Equipment across emerging hotspots — a high-dimensional supply-and-demand problem at the edge of classical computability. What the U.S. Army was running in up to 14 hours on a supercomputer, Entanglement resolved in 29 seconds on a single chip, outperforming a comparative Evolutionary Algorithm by 90% on overall allocation efficiency.
A foundational, broadly-scoped patent covering the application of quantum and quantum-inspired optimization to logistics, supply chain, scheduling, and routing — the operational backbone of every defense, maritime, and commercial logistics network. Issued to Entanglement, Inc.
The Portfolio / 06
One core. Multiple category-defining businesses. Each operating company has its own market, customers, GTM motion, and P&L — built atop the shared Quantum Logic Core™. Together they compound a single thesis: hard problems need engineered intelligence, not generic AI.
Continuous anomaly and outlier detection for high-volume network and operational telemetry. Built for zero-trust monitoring, observability, and enterprise or government environments at scale. The technology behind the U.S. Army Validation Reports — three orders of magnitude faster than any known cybersecurity anomaly detection.
Optimization for AI training, inference, and data-center efficiency — engineered to reduce compute waste while improving throughput, assurance, and infrastructure performance at the scale where AI economics actually break.
A regionalized AI and HPC data layer combining quantum logic, post-quantum cryptographic security, and scalable storage for sovereign clouds and regulated workloads — engineered for the cryptographic deadline now landing on every government and regulated enterprise.
Nothing crosses water unseen. MIST™, HX-1, and MADEN™ fuse remote sensing, in-situ data, ocean acoustics, and quantum-logic AI for persistent maritime awareness — ocean conservation, port security, commercial shipping, and sovereign defense.
Deep expertise in ocean acoustics, environmental science, maritime operations, and large-scale sensing — now integrated into Entanglement's ocean intelligence platform as the sensor-and-physics foundation beneath Maritech.
Public health intelligence for earlier detection and response to pathogens, outbreaks, environmental risks, and biological threats — fusing real-time data streams with quantum-logic modeling to compress the time between signal and response.
Dispatches / 08
A new operating company built to give every coastline, port, and fleet the maritime intelligence once reserved for sovereign powers — productized.
The acoustics and ocean-modeling specialists join Entanglement — anchoring Maritech's reach beneath the surface and across the deep-water column.
A multi-region collaboration to deploy sovereign-grade quantum and AI infrastructure where demand is growing fastest and the stakes are highest.
Engagement / 09
Investors, sovereign principals, defense and intelligence leadership, scientific collaborators, and operating talent — we read every inbound. Brief us with what you need solved.