Quantum optimization
for every industry.

Discover how Zi Humana brings Zius‑powered quantum algorithms to your sector. Filter by industry, problem type, or complexity to find the right starting point for your business.

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Latest research · Arkham 1.0

Clear market prices for perishable equipment hours

Arkham dynamic yield pricing — RL elasticity, SDP leases, and real-time auctions. Projected +29.6% fleet revenue. Open the live console and API documentation.

API documentation

Explore by sector

Quantum optimization isn't theoretical anymore. From portfolio risk to delivery routes, Zi Humana maps your business problem to a QUBO, runs it on Zius quantum backends, and returns ranked solutions — all via one API. No quantum PhD required.

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Equipment Rental · Yield Pricing

Clear market prices for perishable equipment hours. Arkham 1.0 combines RL elasticity, SDP lease pricing, and real-time spot auctions — projected +29.6% fleet revenue without additional capital.

Explore Arkham 1.0
Latest · Arkham 1.0

Dynamic yield pricing for equipment fleets

Live Estimator, Partners, Ops, and Fleet tabs — quotes, bookings, tracking, and release via /api/arkham.

Open Arkham 1.0

Financial Services

Minimize portfolio variance under cardinality and sector constraints. Optimize credit risk diversification across loan books. Find low-impact execution paths for trade schedules — all running on Zius QAOA with downloadable audit reports for compliance.

Explore FeatLock 1.0
Research API · FeatLock 1.0

Serve point-in-time features without leakage

FEATSRV by Vipul Jain — leakage-free PIT joins, online Redis lookups, and the Nimbus actuarial benchmark. Open the live FeatLock 1.0 console and API documentation.

Open FeatLock 1.0

Insurance · Actuarial ML

Serve leakage-free point-in-time features for underwriting, pricing, and fraud. FEATSRV and FeatLock 1.0 deliver SCD Type 2 as-of joins, Redis online serving, and the Nimbus actuarial benchmark — without temporal data leakage.

Explore FeatLock documentation
FeatLock 1.0 · API docs

Feature serving without temporal leakage

FEATSRV research platform — lineage, leakage audit, PIT training, and online policy/claim lookups via /api/featsrv.

API documentation

Pharma & Life Sciences

Predict cold-chain risk for time-critical organ logistics. ColdMesh 1.0 serves quantile dwell, travel, and locker diversion models that feed StochVRP-Mesh routing under ischaemic deadlines.

Explore ColdMesh 1.0
Research · ColdMesh 1.0

Predict cold-chain risk for organ logistics

StochVRP-Mesh quantile models for dwell, travel, and locker diversion — live API console and documentation from Zi-us Quantum R&D Center.

Open ColdMesh 1.0

Logistics & Transportation

Solve vehicle routing with time windows, warehouse location-allocation, and crew scheduling problems. Rapid re‑optimization when disruptions occur. Reduce fleet size and mileage while respecting driver hours and delivery SLAs.

Explore logistics solutions
NP-hard · StochVRP-Mesh

Time-critical routing under hard windows

Classical VRPTW and QAOA pathfinding for organ corridors — research paper and ColdMesh prediction layer.

View research

Energy & Utilities

Optimize unit commitment and generator dispatch. Place wind turbines to maximize yield while minimizing wake losses. Balance grid load with battery storage arbitrage — all formulated as QUBO and solved via Zi Humana's API.

Explore energy solutions
Grid Optimization

Manufacturing & Industry 4.0

Job‑shop scheduling, assembly line balancing, and supplier selection — plus Arkham 1.0 dynamic yield pricing for capital equipment fleets. Zi Humana reduces makespan, idle time, and revenue leakage.

Explore Arkham 1.0
Arkham 1.0 · Yield

Price idle machine-hours before they perish

RL elasticity, SDP leases, and spot auctions for manufacturing and industrial equipment rentals.

API documentation

Telecommunications

Place 5G towers for maximum coverage with minimal interference. Assign wavelengths in optical networks. Balance virtual machine loads across data centers — all solved via Zi Humana's Zius‑powered optimization engine.

Explore telecom solutions
Network Optimization

Public Sector & Government

Allocate emergency resources under uncertainty. Optimize traffic signal timing across intersections. Place EV charging stations for maximum accessibility. Zi Humana brings quantum advantage to civic infrastructure planning.

Explore public sector
Urban Planning

Retail & E-commerce

Maximize revenue with dynamic yield pricing for rental and shared assets, shelf‑space optimization, and assortment planning — Arkham 1.0 clears market prices for perishable inventory hours.

Explore Arkham documentation
Arkham 1.0 · Retail yield

Dynamic pricing for rental & shared inventory

Short-TTL quotes, utilization-aware rates, and partner fleet controls — live console and API docs.

API documentation

Cross-Industry Applications

Beyond sector‑specific problems, Zi Humana handles any binary optimization: graph partitioning, max‑cut, set covering, knapsack, and more. Browse the research hub for Arkham 1.0, FeatLock 1.0, ColdMesh 1.0, and open-access papers.

Open research hub
Custom QUBO

Why Zi Humana for your industry

Zi Humana combines Zius quantum technology, United States data residency, and a developer‑first API to make quantum optimization practical for enterprises. No quantum hardware required — just your problem, our solver.

One API, any industry

Same endpoint, same SDK. Finance, logistics, pharma — if it's a QUBO, Zi Humana solves it. No per‑industry customization needed.

Built for developers

Python SDK, REST API, interactive playground. Go from zero to first quantum job in under five minutes with our quickstart notebook.

Zius‑powered, United States‑hosted

QAOA on Zius simulators and QPUs. Data routed through United States data centres for United States residency. SOC 2 Type II roadmap.

Downloadable, auditable

Every solution comes with CSV, ZIP (QUBO + circuit), and a PDF report. Ready for compliance reviews and stakeholder presentations.

Ready to bring quantum to your sector?

Get your free sandbox API key and solve your first industry problem in under five minutes. No credit card, no quantum hardware — just results you can download, share, and act on.

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in the Sandbox

Need help mapping your industry problem to a QUBO? Talk to our quantum solutions architects.

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Learn by sector

Explore in‑depth guides for each industry, including sample QUBOs, Jupyter notebooks, and benchmark comparisons against classical solvers.

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