Quantum-Inspired
Optimization Engine

DSC-2 solves the world's hardest combinatorial optimization problems in sub-100ms. Multiple solvers. One unified API. Enterprise-grade results.

10,000+
Variables per problem
94%
Mathematical validation rate
<100ms
Average solve time
7
Solver algorithms

Built for the Hardest Problems

Six foundational technologies power every DSC-2 optimization.

Ensemble

Multi-Algorithm Engine

Multiple proprietary algorithms compete in parallel and the best solution wins automatically. No tuning required.

Quantum Graph

Advanced Graph Analysis

Proprietary graph-theoretic methods analyze problem structure to find optimal configurations faster than brute-force approaches.

Topology

Structural Analysis

Proprietary structural analysis identifies hidden patterns and symmetries in your optimization landscape to accelerate convergence.

Steering

Adaptive Guidance

Real-time solver guidance detects stagnation, adapts parameters on the fly, and steers computation toward better solutions.

Compression

Problem Compression

Reduce problem dimensionality through proprietary compression techniques that preserve solution quality while dramatically cutting solve time.

ZKP

Verified Results

Cryptographic proof that your solution is correct, distributed computation support, and optional immutable audit trails.

Purpose-Built for Your Industry

DSC-2 powers optimization across the world's most demanding sectors.

Three Steps to Optimization

Get from problem to solution in minutes, not months.

1

Define Your Problem

Submit your optimization problem as an Ising model, QUBO matrix, or TSP distance matrix via REST API, file upload, or SDK.

2

Engine Solves It

Multiple solvers compete in parallel. Adaptive guidance steers convergence. Mathematical analysis validates the result.

3

Get Verified Results

Receive the optimal solution with cryptographic proof, performance metrics, and optional blockchain anchoring.

The Production-Ready Middle Ground

Traditional solvers hit walls. Quantum computing isn't ready. DSC-2 bridges the gap — today.

vs. Traditional Solvers

CPLEX, Gurobi, OR-Tools

  • Handles non-convex problems they can't solve
  • Scales beyond their variable limits
  • Faster on combinatorial optimization

vs. Quantum Computing

D-Wave, IBM Quantum, IonQ

  • Production-ready today — no "quantum winter" risk
  • 100x lower cost per solve
  • Reproducible results, no qubit limitations

vs. Building In-House

Custom development

  • Years of R&D already complete
  • 7 algorithms vs. implementing one
  • GPU optimization is hard — we did it

What You Can Solve

From combinatorial optimization to graph partitioning — one API handles them all.

Problem Type Description Example
Ising Model Spin glass energy minimization Materials simulation
QUBO Quadratic unconstrained binary optimization Feature selection
TSP Traveling salesman / routing Delivery optimization
MAX-CUT Graph partitioning Network segmentation
Scheduling Constraint satisfaction Production planning
Assignment Bipartite matching Resource allocation

Send Us Your Hardest Problem

We'll benchmark it on DSC-2 for free. Start with 100 solves/month or talk to our team about enterprise deployment.

Free Benchmark View Pricing