The Orchestration Stack
From intent to execution.
Four layers. Zero friction.
Marqov connects what you want to compute with where it runs. A unified stack that handles everything from natural language to quantum hardware.
Scroll to explore layers
Agent
The intelligent interface between you and your compute
Describe what you want to compute in natural language. The Agent understands your intent, configures the right parameters, and creates executable workloads—no YAML required.
- Natural language workload design
- Real-time execution monitoring
- AI-powered optimization suggestions
- Results analysis and visualization
Capsule
Reproducible, portable compute packages
A Capsule is everything needed to run your job: code, dependencies, environment, and hardware requirements. Like Docker, but purpose-built for quantum-classical workloads.
- Self-contained and immutable
- Versioned and reproducible
- Shareable across teams
- Hardware-agnostic specification
name: vqe-h2-optimization
version: 1.2.0
author: research-team
compute:
type: hybrid
quantum:
qubits: 8
provider: [ibm, aws-braket]
features: [error-mitigation]
classical:
gpu: optional
environment:
python: "3.11"
packages:
- qiskit>=1.0
- qiskit-aer
- scipy
entrypoint: main.pyPlatform
Your control center for compute operations
The Platform is where Capsules live. Store, version, validate, and schedule your workloads. Track execution history, manage team access, and monitor costs—all from one place.
- Capsule registry and versioning
- Job queue and intelligent scheduling
- Team collaboration with RBAC
- Cost tracking and budget controls
Illustrative interface — not live data.
Mesh
One route to the hardware you choose
The Mesh abstracts hardware complexity. You choose a compatible backend; the Mesh normalizes, converts and submits to that backend — and never silently reroutes your work somewhere else.
- Multi-cloud, multi-provider
- Compatibility checked before any provider is contacted
- Requested, recorded and billed target always agree
- Transparent per-backend pricing
Ready to orchestrate?
From quantum experiments to GPU workloads—one stack, unified control.