Why QuantFenix: Born from the ashes of old-school compute

QuantFenix picks the most cost‑effective backend across classical and quantum for each run. You get strong solutions, predictable spend, and an audit‑ready report.

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BYOC • Vendor‑agnostic • Audit‑ready PDF reports

Built by engineers for engineers

FinOps first. Clear trade‑offs. No hype.

The problem we solve

When you model an optimization task (for example, the best route for 50 deliveries), you run into:

Many backends: OR‑Tools (local), IBM Quantum, AWS Braket, Rigetti, D‑Wave, simulators — each with its own API, cost, and latency
Hard trade‑offs: cost vs. solution quality vs. runtime — and they move over time
Operational friction: different SDKs and credentials, budget control, and reproducibility

With QuantFenix you get:

One unified runtime and API
Policy‑based selection: e.g., 60% cost, 30% latency, 10% quality
Budget guards: hard/soft caps with stop or warn on thresholds
Reproducible runs: signed manifests for every execution
Offline baselines: OR‑Tools always available locally

How it works

Step 1 — Upload your data

CSV/Parquet for VRP, scheduling, or portfolio optimization. Your account, your credentials (BYOC). No lock‑in.

Step 2 — Continuous comparisons with canary runs

We compare backends under your policy and budget. We auto‑route based on quality, cost, and latency, with controlled exploration.

Step 3 — Get an audit‑ready report

Every run produces a PDF + JSON manifest: cost, runtime, quality metrics, and a recommended policy. Share it with Finance, CIO, and Legal.

Key concepts

Continuous optimization: canary runs and budget guardrails adapt to changing conditions
Smart routing: optimize quality, cost, and latency with controlled exploration
Audit‑ready manifests: full traceability and reproducibility for every run

Why QuantFenix (value)

Cost first — up to 20% savings on selected pilot workloads; typical results shown in benchmarks
Adaptive by default — cloud prices, queues, and QPU noise shift weekly; we adapt automatically
BYOC — you own the keys (AWS Braket, IBM, etc.). We orchestrate
Vendor‑agnostic — avoid lock‑in; route by quality/cost/latency
Audit‑ready — every run has a manifest for full traceability
KPI program — pilots set targets and scope in writing before start

**Run your CSV**

Feature highlights

Budget Guards

Set max cost and time. We stop before spend spirals.

Hybrid Routing

Policies choose between classical/quantum/simulator based on your KPIs.

Benchmarking

Compare backends on the same instance. Versioned and repeatable.

Reports & Manifest

PDF plus JSON with all parameters for review and reproducibility.

Architecture principles

Thin, composable platform: small surface; adapters over inheritance
Offline‑first: always runnable locally with OR‑Tools
Reproducible by design: seeds and manifests for deterministic comparisons
Security‑aware: no secrets in logs; budget caps; optional local PII checks
Type‑safe & testable: strict typing, clear adapter protocols, strong unit coverage
Developer‑friendly: task‑oriented docs and minimal examples that run out‑of‑the‑box

Security & compliance

Budget enforcement to prevent runaway costs
Optional local PII detection before remote execution
No secrets in logs; use environment variables or profiles for credentials
Audit trails via per‑run manifests
Deterministic modes for repeatable results

Demo

See how it works

Two minutes: upload CSV, run once, view the report.

**Book demo**

Community

Build with us

We build openly. Contribute adapters, examples, and ideas.

**Read insights**

Use cases

E‑commerce delivery optimization (VRP)
Warehouse inventory allocation (Knapsack and variants)
Staffing & job scheduling (hard constraints + soft penalties)
Portfolio optimization (financial services)
Supply chain optimization (multi‑objective problems)

Pricing that scales with you

Free — local runs + demo; limited reports
Pro — API/CLI, Budget Guards, reports; per‑user monthly
Team — SSO, roles, dashboards, prioritized support