QForge — The AI Copilot for Quantum Computing

Live AI Chat

AI that runs your circuit — not just writes it

Every circuit QForge generates gets executed in a sandboxed quantum simulator. Probability outputs shown inline. Physics errors flagged before you leave the chat window.

QForge Chat — VS Code

You

Create a Bell state and run it

QForge

Here's a Bell state in Qiskit — executed for you:

from qiskit import QuantumCircuit from qiskit_aer import AerSimulator qc = QuantumCircuit(2, 2) qc.h(0) # superposition on qubit 0 qc.cx(0, 1) # entangle qubit 1 with qubit 0 qc.measure([0,1], [0,1]) sim = AerSimulator() counts = sim.run(qc, shots=1024).result().get_counts() print(counts)

▶ Execution Output · 1024 shots

|00⟩51.3%

|11⟩48.7%

✓ Maximum entanglement confirmed. |00⟩ and |11⟩ are the only observable outcomes — this is a valid Bell state Φ⁺.

Platform Features

Everything a quantum developer needs

6 industry-first capabilities, all inside VS Code. No context switching, no separate tools.

🤖 Shipped

Live Circuit Execution in AI Chat

Ask QForge to write a circuit — it generates the code and runs it in a sandboxed simulator inline. Probability distributions shown immediately. Physics errors (cancelled gates, uniform distributions, wrong oracles) flagged automatically. Qiskit, Cirq, PennyLane.

🔬 New · 20-Year Product

Quantum Molecular Discovery Engine

Run VQE simulations on real molecular Hamiltonians (H₂, LiH, H₂O, N₂ and 4 more). Ground state energy to chemical accuracy (1.6 mHa). Beyond AI — simulates chemistry from first principles. Binding affinity estimation. Material quantum advantage timeline from silicon to FeMoco.

✅ Shipped

Quantum Correctness Verifier

Given a circuit and intent ("this implements BV for secret 1011"), QForge formally verifies correctness via Hilbert-Schmidt unitary fidelity |Tr(U†V)|²/d². Not shots — actual matrix comparison. Detects 12 bug types across 10 algorithm classes. No other tool does physics-level intent verification.

🔄 Shipped

Cross-Framework Universal Transpiler

Convert any circuit between Qiskit ↔ Cirq ↔ PennyLane ↔ Q# ↔ OpenQASM 3 with full semantic preservation — not just gate mapping. Hub-and-spoke UIR architecture. Detects and preserves Bell states, GHZ, QFT, Grover diffusion blocks across conversions.

🧬 Shipped

Circuit DNA Fingerprinting

Every circuit you write gets a 4-layer fingerprint (genotype · topology · sequence · phenotype). Immutable registry with zero-knowledge commitment. Prove prior art without revealing your circuit. Blockchain-anchored. Patent-pending. The world's first quantum IP protection system.

🎓 Shipped

Proof-of-Quantum-Work Certification

6 certification tracks graded by real circuit execution — not MCQ. Your circuit must produce the correct quantum state. Personalised parameters per candidate (exam-dump proof). Cryptographic Merkle-root hash in every certificate. $49–$199. No expiry.

🔐 Shipped

Post-Quantum Cryptography Platform

Automated quantum risk audit of your codebase. Find RSA/ECC dependencies before harvest-now-decrypt-later attacks hit. Migration plan to NIST PQC standards (CRYSTALS-Kyber, Dilithium). The only tool bridging quantum simulation and cryptographic compliance.

⚡ Shipped

AI Code Completion + Review

Inline quantum circuit completions as you type. Understands algorithm context — if you're halfway through a Grover circuit, it suggests the diffusion operator next. Code review flags deprecated APIs, wrong oracle types, missing ancilla qubits, and physics-level bugs.

∞

🚀 Coming Soon

The Future Is Being Built

Quantum computing is approaching its most critical inflection point — and QForge will be at the centre of it. Real quantum hardware integration, fault-tolerant circuit design, quantum-classical hybrid optimisation, and capabilities that don't exist anywhere else yet. What's coming will redefine what's possible. The platform that ships the future — not talks about it.

Stay close. You'll want to be first. →

Quantum Molecular Discovery Engine

Beyond AI — simulate chemistry from first principles

While AI predicts from pattern-matching on existing data, QMDE computes from quantum mechanics — discovering molecular properties of compounds that have never been synthesised.

⚛VQE (Variational Quantum Eigensolver) on real Jordan-Wigner Hamiltonians

🧪8 molecules: H₂ · LiH · HF · BeH₂ · H₂O · CH₄ · N₂ · CO₂

🎯Chemical accuracy threshold: 1.6 mHa (1 kcal/mol)

💊Drug binding affinity estimation in kcal/mol

🌍Unlocks: green fertilizer · next-gen batteries · superconductors · drug discovery

Try Molecular Simulation →

VQE Result · H₂ Molecule

moleculeHydrogen (H₂)

n_qubits2

vqe_energy-1.915367 Ha

fci_energy-1.915367 Ha

error0.000 mHa

chemical_accuracy✓ ACHIEVED

convergedtrue · 68 evals · 5.1s

ansatzhardware_efficient_ry_cnot

2–8

Qubits today

108

Spin-orbitals (FeMoco 2040)

How It Works

From natural language to verified quantum code

The full loop — generation, execution, verification, and certification — without leaving VS Code.

Describe in plain English

Type your quantum goal in the chat panel. "Build a 4-qubit QFT" or "simulate H₂ with VQE" — QForge understands algorithm intent.

Code generated + executed

QForge writes clean, runnable code (Qiskit, Cirq, or PennyLane) and immediately runs it in a sandboxed simulator. Output appears inline.

Physics verified

Paste any circuit with an intent description. The Correctness Verifier computes unitary fidelity — tells you if the circuit IS the algorithm, not just that it runs.

DNA fingerprinted

Every circuit gets a cryptographic 4-layer DNA fingerprint. Immutable proof of authorship. Use the IP Vault to register and protect your designs.

Certified with proof

Submit certification assignments. Each one is graded by real simulation — your circuit must produce the correct quantum state. Certificate includes a Merkle-root proof hash.

Certifications

The only certs that prove you ran the circuits

Every other quantum cert is multiple choice. QForge certifies that you wrote and executed correct quantum circuits — with cryptographic proof. No other platform does this.

Beginner

Quantum Fundamentals

Superposition, entanglement, teleportation, basic gates. 5 real circuit assignments.

$49 one-time · no expiry

5 graded circuit assignments
Personalised parameters (exam-dump proof)
Cryptographic PoW certificate

Intermediate

Circuit Design Pro

Gate decomposition, depth optimisation, QFT, cross-framework transpilation. 8 assignments.

$99 one-time · no expiry

8 graded assignments
Framework-agnostic grading
Circuit DNA portfolio

Advanced

Algorithm Expert

Grover, QAOA, VQE, Shor, QPE. Prove you can implement real quantum advantage algorithms.

$149 one-time · no expiry

10 graded assignments
Quantum advantage verified
Employer-API ready

Expert

Error Correction Specialist

Repetition codes, Steane code, surface code, ZNE mitigation. 7 expert assignments.

$149 one-time · no expiry

7 expert assignments
Real noise simulation scoring
NISQ-era skills verified

Expert

Hardware Specialist

IBM transpilation, noise models, pulse-level control, randomised benchmarking. 6 assignments.

$149 one-time · no expiry

6 hardware-focused assignments
Real QPU transpilation verified
OpenPulse level grading

Expert

Quantum ML Specialist

VQC, QSVM, QGAN, QNG, transfer learning, equivariant QNNs. 10 PennyLane assignments.

$199 one-time · no expiry

10 QML assignments
PennyLane + PyTorch integration
Literature reproduction required

All 6 tracks — best value

$599 save 31%

Get Early-Bird 50% Off

QForge vs every other quantum cert

Feature	Traditional Cloud Vendors	Standard IT Certs	⚛ QForge
Assessment method	MCQ only	MCQ + static labs	Real quantum circuits, real simulator
Exam dump resistant	No — widely dumped	Partially	Yes — unique parameters per candidate
Proof of authenticity	PDF (easily faked)	PDF badge	Cryptographic Merkle-root PoW hash
Plagiarism detection	None	None	Circuit DNA anti-copy uniqueness scoring
Employer verification	Manual lookup	PDF scan	1-call API, no account needed
Annual expiry / re-pay	Yes	Yes	No expiry. Voluntary refresh only.
Price per attempt	$300–$400	$300–$500	$49–$199

Community

What quantum developers say

"The AI chat ran my Bell circuit before I even finished reading the explanation. That's genuinely new. Every other LLM just generates code into a void."

Arjun R.

Quantum Software Engineer, IBM

"I tried to submit a Grover circuit with a wrong oracle. QForge's correctness verifier caught it with 'WRONG_ORACLE' and explained exactly why the phase kickback failed. No other tool does that."

Marcus K.

PhD Student, TU Munich

"Added my QForge cert to LinkedIn. IBM recruiter messaged the next day asking about the cryptographic proof-of-work hash. It's a real conversation starter in a field drowning in MCQ badges."

Shreya P.

Quantum Software Engineer, IonQ

"The transpiler converted our Qiskit VQE circuit to PennyLane and preserved the variational structure perfectly. That would have taken a junior dev two days manually."

David L.

Senior Engineer, Quantinuum

"VQE on H₂ achieved chemical accuracy in 5 seconds. This is the right abstraction — I describe the molecule, QForge handles the Hamiltonian, ansatz, and COBYLA optimisation."

Priya N.

Computational Chemist, Schrödinger

"We use the Employer API to verify certs in our ATS. 10 minutes to integrate. Finally a quantum hiring signal that can't be faked with a Google search."

James T.

CTO, Quantum Startup

The AI Copilotfor Quantum Computing

AI that runs your circuit — not just writes it

Everything a quantum developer needs

Beyond AI — simulate chemistry from first principles

From natural language to verified quantum code

The only certs that prove you ran the circuits

QForge vs every other quantum cert

What quantum developers say

Start building quantum software today

The AI Copilot
for Quantum Computing