The Only Platform That Combines Edge Intelligence, Explainable AI, and Enterprise Integration
While competitors offer pieces of the puzzle, QuantumStream delivers the complete solution. We uniquely combine event-first edge computing, explainable root cause analysis, and deep enterprise integration—capabilities that no other platform provides together.
Our unique combination of capabilities addresses the complete lifecycle of fleet intelligence—from intelligent data capture to actionable insights.
Reduce data transmission by 90-99% while capturing every critical moment. Our edge rules engine processes data at the source with sophisticated event detection.
Move beyond correlation to causation. EventTrace builds causal graphs with evidence packs, showing exactly why failures occurred.
Connect fleet telemetry with manufacturing data. Track issues from VIN to supplier lot to production line for comprehensive quality management.
See how QuantumStream stacks up against leading platforms. We integrate with these solutions where they're already deployed.
| Capability | QuantumStream | AWS IoT FleetWise | Sibros | Samsara | Palantir Foundry | Azure IoT + ADX |
|---|---|---|---|---|---|---|
| Vehicle data modeling & selective/event-based collection |
Event-first rules, targeted capture, t0±window
|
Vehicle modeling, campaigns, selective collection
|
Selective logging, event/condition based
|
Fault codes/OBD from devices; not OEM-grade signal modeling
|
Ingests multi-source IoT streams; needs setup
|
Near-real-time IoT telemetry analytics pattern
|
| Edge rules/compute for data reduction |
Hysteresis, sequences, buffers, targeted capture
|
Edge agent executes collection schemes
|
Edge filtering/compression
|
Device data via gateways
|
Possible via edge integrations
|
ADX patterns for streaming analytics
|
| Predictive maintenance (risk, horizons, reasons) |
Watchlist with calibrated horizons, reasons
|
You build on top of FleetWise data
|
Analytics exist; not core PM suite
|
Basic predictive/PM content
|
Packaged PM apps
|
Solution idea; you assemble
|
| Root-Cause Analysis (causal trace, evidence, counterfactuals) |
EventTrace: causal graph + evidence pack
|
Custom build
|
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RCA workflows possible in platform
|
Custom analytics
|
| Enterprise blend (VIN ⇆ part/lot/supplier ⇆ line/station) |
Built-in "Enterprise Blend" joins
|
Build with AWS analytics/ERP connectors
|
—
|
Integrations exist; limited OEM context
|
Deep ERP/ops integration
|
—
|
| Action governance (approvals, audit, rollback) |
Multi-tier approvals; read-only by default
|
You build governance around campaigns
|
OTA safety/compliance focus
|
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| Time-to-pilot (90-day thin slice) |
Pre-templated "Derate/Over-Temp" slice
|
Reference arch; your team builds
|
Fast OTA/diagnostics pilots
|
Hardware+SaaS quick start
|
Enterprise program
|
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| Data ownership/egress |
Open contracts, BYO stack; exportable
|
In your AWS account
|
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|
—
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Data often centralized in Foundry
|
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|
| Typical buyer ICP |
OEM quality/service & high-scale EV fleets
|
OEM data eng/telemetry teams
|
OEM software/diagnostics/OTA teams
|
Commercial fleet ops
|
Enterprise Ops/IT/COO
|
Azure enterprises w/ IoT
|
Our unique approach delivers tangible business value from day one.
Pre-templated "Derate/Over-Temp" pilot slice gets you from zero to production in 90 days. No long implementation cycles or custom development required.
Open contracts and exportable data mean no vendor lock-in. Bring your own cloud stack, integrate with existing systems, and maintain full data ownership.
Built to integrate, not replace. Connect with your existing OTA providers, ERP systems, and analytics platforms. We complement what you already have.
13-35x return on investment through 80% failure prevention, 90-99% data cost reduction, and 40-60% faster resolution times. Real results from production deployments.
QuantumStream is purpose-built for organizations that need complete fleet intelligence, not just data collection.
Track quality issues from field failures back to supplier lots and production lines. Prevent warranty claims before they happen.
Manage thousands of vehicles with predictive maintenance, optimized uptime, and data-driven service scheduling.
Bridge the gap between fleet telemetry and enterprise systems. Unify quality, manufacturing, and operational data.
Experience how QuantumStream's unique combination of capabilities can transform your fleet operations. Start with a 90-day pilot and see results fast.