Predict before you respond.
HelixPredict detects infrastructure failures, zero-day threats, and cost inefficiencies before they manifest. Quantum-hybrid algorithms. AWS Braket. Architecture complete.
Predict Every Dimension of Risk
Each lane targets a distinct class of cloud risk using a purpose-built quantum algorithm.
Infrastructure Failure Prediction
Detects infrastructure failure signatures before they manifest. Hybrid quantum-classical kernel machines identify failure patterns invisible to classical ML.
Zero-Day Attack Path Detection
Maps attack paths through your cloud graph using quantum approximate optimization. Detects zero-day threat vectors in graph topology before an attacker reaches them.
Cloud Cost Optimization
Solves combinatorial resource allocation as a QUBO problem. Finds globally optimal cloud spend configurations classical solvers cannot reach.
Predict → Act → Learn
HelixPredict feeds predictions directly into the HelixCloudOps agent system. When a threat is detected, HCO autonomous agents act — no human in the loop. HelixLearn then updates both systems from every outcome.
- 1HelixPredict — Quantum algorithms detect anomaly or threat vector
- 2HelixCloudOps — 33 autonomous agents receive signal and act
- 3HelixLearn — Outcome updates both prediction models and agent behavior
QPU Vendors
Status
Architecture complete. Pre-commercial launch. Activating with NVIDIA H100 grant (60-day compute window, April 2026).
Be First to Predict
HelixPredict is entering pre-commercial validation. Contact us to discuss early access or integration with your HCO deployment.
The Future of Cloud Intelligence
HelixPredict + HelixCloudOps: predict, act, learn — fully autonomous.