Making quantum software production-ready.

The first DevOps layer for quantum computing.

Caliqo.

Caliqo is the control plane for enterprise quantum deployment.

We deliver standardized deployment, CI/CD automation, and full-stack observability – ensuring quantum workloads are ready for production.

Caliqo — Scheduling

Workload Queue & Policy

Job	Backend	Policy	Status
vqe-circuit-42	ibm_kyoto	min-latency	Routed
qaoa-opt-17	ionq_harmony	max-fidelity	Routed
shor-n-143	—	cost-aware	Queued
chem-sim-08	qci_phoenix	throughput	Routed
grover-64q	simulon_gaussian	max-fidelity	Queued

Active policy: min-latency

Chosen processor: ibm_kyoto

127 qubits · Status: Calibrating · Type: Superconducting · Pending jobs: 14

Policy-Driven Scheduling

Automatically route quantum workloads to the optimal QPU, taking into account backend performance and current hardware conditions in real time.

Caliqo — Compilation pipeline

Compilation and Optimization

{ } Pipeline YAML · quantum compile

⧉

trigger:
- quantum/main

pool:
  vmImage: 'cuda-12-quantum'

steps:
- task: qpu-compile@3
  displayName: Compile circuit (native gates)
  inputs:
    backend: ibm_kyoto
    optimizationLevel: 3
    shots: 2000
    seed: 42
- task: qpu-verify@2
  displayName: Validate depth & error budget
  inputs:
    maxDepth: 12000
    maxError: 0.02
    gateSet: ['rz','sx','cx']

Target: ibm_kyoto · Optimized depth: 12

Deployment-ready artifact built for this QPU. Passes CI checks.

Hardware-Aware Compilation

Compile and optimize quantum circuits directly within your CI workflow, producing deployment-ready artifacts tailored to specific QPU backends.

Caliqo — CI pipeline

Latest Jobs

Job	Resource est.	Cost est.	Result
1fgtt-6	12 qubits, 1.2k gates, depth 9.6k, 2k shots	~$0.04	Pass
8kpwz-1	8 qubits, 450 gates, depth 3.4k, 1k shots	~$0.01	Pass
0nqv3-9	20 qubits, 8k gates, depth 12.8k, 4k shots	~$2.10	Blocked

Block Policy

version: 1
block_if:
  cost_usd: > 0.50
  gate_depth: > 12000
  shots: > 3000

Continuous Integration (CI)

Automate resource and cost estimation tests, blocking risky jobs before they reach live hardware, saving time and money.

Caliqo — Deploy

Submit to Production

Provider

IBM Quantum · IonQ · AWS Braket (single interface)

Job: vqe-circuit-42

Backend: ibm_kyoto · Status: Deployed

Queue position

job-01 job-02 job-03 vqe-circuit-42 Submitted job-05 job-06

Position: 4 of 14 ETA: ~18 min

Continuous Deployment (CD)

Submit and deploy quantum jobs to production across multiple providers through a single interface, simplifying multi-backend operations.

Caliqo — Observability

System Health & Metrics

vqe-circuit-42 | ionq_harmony

Queue traffic

148 jobs/hr

ingress rate

T1 / T2 lifetime

118 / 92 µs

ibm_kyoto

Caliqo Logs

14:22:04 [compile-daemon] cache hit: vqe-circuit-42 @ ibm_kyoto OK
14:22:07 [router] queue depth=6, eta=18m, policy=min-latency
14:22:11 [qpu-probe] t1=118µs t2=92µs drift=0.06% OK
14:22:13 [shots-planner] target=2000, effective=1840 WARN
14:22:16 [verifier] depth=9600 max=12000 gate_set=rz,sx,cx OK

Summary

Readout error1.9%

Shot efficiency92%

Convergence48 iters

Preprocess72 ms

GPU offload61%

Gate fidelity

99.3%

1Q · 2Q (ibm_kyoto)

Infrastructure Observability

Stream live calibration data and runtime metrics to monitor system health, providing end-to-end visibility into quantum hardware performance.

Caliqo — Performance

Job Results: vqe-circuit-42

Result summary

Backend: ibm_kyoto · Fidelity: 0.982 · Error rate: 1.4% · Runtime: 3m 12s

Energy estimate: -1.137 Ha · CI stability: 99.1%

Benchmark across runs

Run	Fidelity	Energy	Runtime	Delta
1fgtt-6	0.982	-1.137	3m 12s	+2.4%
8kpwz-1	0.971	-1.129	3m 46s	+1.1%
0nqv3-9	0.944	-1.102	5m 08s	-2.8%

Recommendation

Pin runs to ibm_kyoto calibration window 14:00–16:00 UTC and reduce shots to 2k; keep transpile pass at O3 to hold fidelity >0.98 while cutting runtime ~18%.

Performance Monitoring

Continuously benchmark backend performance and recommend workload optimizations automatically to ensure consistency and accuracy.