Serving hybrid quantum optimization

Opti Mesh 1.0 turns NISQ QAOA samples into refined, z3-verified combinatorial decisions — live overview of fleet safety proofs, QPU optimality ratios, and AIS inventory on Æ Hive infrastructure.

Top enterprise optimization

Innovation lands when proposals become certified decisions. Explore Opti Mesh 1.0 capabilities recognised for hybrid quantum sampling, classical refinement, and formal verification.

Opti Mesh 1.0™

Live laboratory console — service health, z3 proofs, AIS fleet, and QPU job history.

1.0

QAOA sampling

NISQ gate-model proposals over QUBO / Ising encodings for combinatorial search spaces.

QAOA

Classical refinement

Greedy bit-flip and structure-aware repair — measurable optimality-ratio lift.

+15.33 pp

Z3 verification

SMT formal gate for hard safety and feasibility constraints with counterexamples.

SMT

GET /api/optimesh/*

Same-origin proxy — /overview, /verify, /fleet, /quantum/* to ArgoSea backends.

PROXY

Hardware study

Laboratory runs at 4 and 8 qubits · 1024 shots · ibm_fez backend snapshots.

8 qb

Smarter impact powered by Æ Hive

Logistics

Stochastic routing candidates from QAOA refined classically under capacity and time windows.

NP-hardrouting class
Maritime safety

z3 proves pairwise safety-distance patterns over AIS fleet geometries before dispatch.

0.5 NMthreshold
Quantum ops

Track raw vs refined optimality across QPU jobs — auditable laboratory improvement deltas.

+15 pprefinement lift
Æ Hive Research · Combinatorial Optimization

The new economics of hybrid quantum search | 24 September 2026, 11 AM ET

Learn how optimization, verification, and operations leaders scale QAOA-seeded pipelines with classical refinement and machine-checkable constraint proofs.

Register for live briefing

API Opti Mesh 1.0 · GET /overview · /verify · /fleet · /quantum/*

Same-origin proxy at /api/optimesh forwards JSON to the Hybrid Quantum Optimization backend (ArgoSea FastAPI on port 8010 by default). Endpoints include /health, /status, /overview, /verify, /fleet, /quantum/runs, /quantum/latest, and /quantum/latest/refined. Console falls back to laboratory snapshots from the Combinatorial Optimization research data when backends are unreachable.

Opti Mesh 1.0 · Hybrid Quantum Optimization Console

Live FastAPI overview — service health, z3 safety proof, AIS fleet inventory, and IBM QPU run history with raw vs refined optimality ratios. Same-origin proxy at /api/optimesh.

Connecting…
API
Version
Database
QPU backend

Safety proof (z3)

No proof payload yet.

Latest refined QPU run

No refined run on disk.

Verified AIS fleet (0)

MMSILatLonSpeed knCourse

QPU job history (0)

JobQubitsShotsOptimalityRefinedWhen

Sources: /overview · /verify · /fleet · /quantum/* via /api/optimesh · AE Quantum Research Division · Hybrid Quantum Optimization

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