Scale hybrid quantum optimization through governed maritime decisions

Maer Sat 1.0 exposes live fleet health, z3 safety proofs, and QPU refinement metrics — an operator console on Zi Humana for combinatorial optimization research by Zi R&D Center.

Top research capabilities

Zi Humana advances smarter combinatorial decisions through hybrid QAOA sampling, classical refinement, and formal verification under utilisation-aware maritime operations.

Maer Sat 1.0™

Live console for fleet, proof, and QPU refinement.

1.0

Three-layer stack

QAOA sampling · greedy refine · SMT verify.

3

GET /health

Liveness, service name, and API version.

REST

GET /verify

z3 safety proof over AIS pairwise distances.

SMT

GET /overview

One payload for status, fleet, and quantum runs.

Ops

QPU refine

Raw vs refined optimality ratio on superconducting backends.

QAOA

Smarter impact powered by Zi Humana

Zi Humana Research · Combinatorial optimization

Unlock expert insights on hybrid quantum-classical pipelines

Optimise NP-hard outcomes from QAOA, classical refinement, and SMT verification investments.

Read the paper

API Maer Sat 1.0 · GET /health · /status · /fleet · /verify · /overview · /quantum/*

Same-origin proxy at /api/maersat forwards JSON to the ArgoSea maritime FastAPI backend. Public endpoints: /health, /status, /fleet. Operator endpoints: /verify, /overview, /quantum/runs, /quantum/latest/refined. When the backend is offline, the console falls back to laboratory JSON under /investor-relations/research/combinatorial-optimization/media/.

Maer Sat 1.0 · operations console

Live hybrid quantum-classical overview

Converted from the ArgoSea marine ops console for Zi Humana — API health, z3 safety proof, verified AIS fleet, and QPU refinement history via /api/maersat.

Checking…
API
Version
Database
QPU backend

Safety proof (z3)

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Latest refined QPU run

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Verified AIS fleet (0)

MMSILatLonSpeed knCourse

QPU job history (0)

JobQubitsShotsOptimalityRefinedWhen

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