Edge-first telemetry, predictive maintenance, and RCA—live in your environment
Get up and running in weeks, not months. QuantumStream deploys as a modular platform that integrates with your existing infrastructure while delivering immediate value through edge processing, automated diagnostics, and predictive intelligence.
Complete platform capabilities from edge to cloud, delivered in weeks with measurable ROI.
90–99% cost reduction through intelligent event-triggered telemetry. Process data at the edge, upload only what matters. From $2M/year to $20K-100K/year for 1,000-vehicle fleets.
First-pass RCA in ~60 seconds with 84% accuracy. Predict failures 30 minutes to 48 hours in advance with 88% accuracy. Reduce MTTR from 3.2 hours to 1.8 hours.
VIN ↔ Supplier ↔ Line ↔ Batch traceability detects quality issues 6-8 weeks earlier. Link every incident back to manufacturing context, component batches, and supplier performance.
Structured deployment phases with clear ownership and deliverables at each stage.
Backend integration, edge device setup, data source connection, decoder tuning, security baseline, and environment provisioning.
Initial rule configuration, anomaly model deployment, rolling buffer setup, and first CapturePolicy publishing for targeted data upload.
AI knowledge base ingestion, EventTrace template configuration, Evidence Pack outputs wired, and "View RCA" flow active.
KPI baseline established, executive dashboard live, runbooks delivered, DR tested, on-call wired, production readiness confirmed.
Edge-to-cloud data flow optimized for cost, latency, and diagnostic completeness.
Flexible deployment options to match your security, compliance, and operational requirements.
Edge agents on NVIDIA DRIVE Orin or TCU with event capture and targeted upload. Cloud-based analytics, storage, and web console.
No edge install required. Simulate edge behavior with sample or historical data to validate operations and ROI before full deployment.
Deploy QS in your own AWS/Azure account. Full control over data residency, security policies, and infrastructure configuration.
| Responsibility | QS-Managed | Customer-Managed |
|---|---|---|
| Infrastructure Setup | QS | Shared |
| Platform Updates | QS | Shared |
| Security Patching | QS | Shared |
| Monitoring & Alerts | QS | Customer |
| Data Residency Control | Limited | Full Control |
| IAM & Access Control | Standard | Custom |
| On-Call Support | QS 24/7 | Shared |
Comprehensive integration points across vehicle data, enterprise systems, and data science tools.
| Category | Interface | Auth | Owner | Status |
|---|---|---|---|---|
| Vehicle Signals | CAN/CAN-FD, DDS/SOME-IP | mTLS | QS | Live |
| Diagnostic Logs | Syslog, JSON Streams | mTLS | QS | Live |
| OTA Platform | Sibros OTA API (optional) | API Key | Partner | Optional |
| Telematics | AWS FleetWise (optional) | IAM Role | Partner | Optional |
| PLM / MES | REST API, SFTP Batch | OAuth 2.0 | Customer | Live |
| ERP (SAP) | OData API, BAPI | OAuth 2.0 | Customer | Live |
| Quality Systems | REST API, CSV Export | Service Account | Customer | Live |
| Data Lake Export | S3 / Iceberg / Parquet | IAM Role | QS | Live |
| Query Engine | Trino / Presto SQL | JDBC + OAuth | QS | Live |
| Time Series | VictoriaMetrics / Prometheus | Bearer Token | QS | Live |
| BI / Analytics | Databricks, Snowflake, Palantir | OAuth / IAM | Customer | Optional |
| Event Streaming | Kafka / MSK / SQS | SASL / IAM | QS | Live |
Enterprise-grade security with maximum privacy without obstructing engineers.
Production-ready infrastructure with battle-tested DevOps practices.
Clear ownership model for successful deployment and operation.
| QS Delivers | Customer Provides |
|---|---|
|
Edge Agent Install Profile OCI container images, config templates, deployment scripts for Orin/TCU |
Network & VPN Access Secure connectivity from vehicles to cloud endpoints, firewall rules, VPN setup |
|
Decoder Mapping & Normalization DBC parsing, signal name standardization, unit conversions |
DBCs & Schema Access CAN database files, signal documentation, data dictionaries |
|
Rule Pack v1 Initial threshold rules, logic detectors, anomaly baselines for event triggering |
Service Accounts & IAM Cloud credentials, role permissions, API access tokens |
|
Anomaly Models & CapturePolicies ML-based outlier detection, context window config, targeted upload policies |
SSO / IdP Integration Okta/Azure AD tenant access, OIDC/SAML configuration |
|
RCA Templates & Knowledge Base EventTrace config, causal graph templates, AI ingestion of product docs |
Security Review & Approval InfoSec sign-off, penetration test coordination, compliance audit support |
|
KPI Dashboard & Runbooks Executive visibility, operational playbooks, incident response procedures |
Pilot VINs & Validation Test vehicle fleet, engineering validation team, feedback cycles |
|
SSO/RBAC Configuration Role definitions, permissions setup, audit logging enabled |
Enterprise Data Joins Supplier/lot/line metadata, PLM/MES/SAP access for VIN traceability |
|
DR Plan & Testing Disaster recovery runbook, quarterly drill execution, backup verification |
On-Call Contacts Escalation paths, PagerDuty wiring, 24/7 engineering contact list |
Performance guarantees and business KPIs to measure platform impact.
First-pass root cause analysis from incident detection to causal graph generation
Risk scores updated continuously as new telemetry arrives from fleet
Automated rollback to previous stable version via blue-green deployment
Real-time alerting and incident management as events trigger from fleet
Well-defined JSON schemas for seamless integration. Click to expand and copy.
Core telemetry event payload from edge to cloud
Fleet incident with context, severity, and triage status
ML model risk score and failure prediction horizon
Causal event chain from root cause to observed symptom
Edge rule configuration for event-triggered data upload
Common questions about deployment, requirements, and integration.
Schedule a technical walkthrough to discuss your deployment requirements, timeline, and integration points. We'll customize an onboarding plan for your fleet.