Edge & Embedded AI

Deterministic AI for fleets and devices

Compile your models into portable, certifiable kernels with bounded error and predictable latency. Run on CPUs, DSPs, NPUs, and edge accelerators—no retraining or vendor lock‑in.

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Determinism on the edge

Move from black‑box inference to verifiable, portable kernels. Reduce cloud spend and BOM by running deterministic AI where it belongs: on device.

Black‑box ML Ops

High

cost and uncertainty

  • Heavy reliance on vendor‑specific accelerators
  • Non‑deterministic execution and drift
  • Unpredictable latency budgets
  • Complex ops and scaling
  • Costly cloud inference

Deterministic Compiler

Efficient

and predictable

  • Portable kernels for CPU/DSP/NPU
  • Deterministic by design (bounded error)
  • Predictable latency budgets
  • On‑device inference cuts cloud spend
  • Audit‑ready reproducibility

Run AI where it’s needed

Deterministic, portable kernels enable reliable edge inference and lower TCO—without retraining or hardware lock‑in.

Deterministic execution for fleet workloads

Predictable latency and reproducible outputs for safety, monitoring, and optimization across mixed fleets and devices.

📊

Real-Time Monitoring

Track every vehicle's location, status, and performance metrics in real-time with 60 FPS data processing.

  • • Live vehicle positions and routes
  • • Performance metrics and alerts
  • • Driver intervention tracking
🔮

Predictive Analytics

Anticipate maintenance needs and optimize routes using physics-based prediction models.

  • • Predictive maintenance alerts
  • • Route optimization suggestions
  • • Traffic pattern analysis

Instant Deployment

Deploy updates and new routes to your entire fleet instantly with over-the-air capabilities.

  • • Over-the-air updates
  • • Remote configuration changes
  • • Fleet-wide policy deployment
🛡️

Safety Monitoring

Advanced BPR hazard detection with 35ms latency ensures maximum safety across your fleet.

  • • Real-time hazard detection
  • • Incident reporting and analysis
  • • Compliance tracking
💰

Cost Analytics

Detailed cost breakdowns and ROI tracking to maximize your fleet's profitability.

  • • Energy efficiency tracking
  • • Operational cost analysis
  • • ROI reporting
📈

Performance Insights

Comprehensive analytics to identify optimization opportunities and improve efficiency.

  • • Driver behavior analysis
  • • Route efficiency metrics
  • • Customer satisfaction tracking

Operational proof points

Deterministic AI improves reliability, cuts cost, and enables compliance for fleet operations at scale.

40%
Cost Reduction

Lower operational costs through reduced energy consumption and optimized routing

85%
Accident Reduction

Significant decrease in accidents and insurance claims

60%
Efficiency Gain

Improved delivery times and vehicle utilization rates

6
Month Payback

Typical return on investment timeframe

Annual Savings Calculator

100 Vehicle Fleet

$2.4M

Annual savings

500 Vehicle Fleet

$12M

Annual savings

1000 Vehicle Fleet

$24M

Annual savings

Simple Implementation Process

Get your fleet autonomous in just 30 days with our streamlined deployment process. No complex hardware installations or lengthy integrations required.

1

Assessment

We analyze your fleet requirements and existing camera systems to create a custom deployment plan.

Days 1-7
2

Pilot Program

Deploy FieldSpace ADS on a small subset of vehicles to validate performance and gather initial data.

Days 8-14
3

Training

Comprehensive training for your operators and maintenance teams on the FieldSpace platform and dashboard.

Days 15-21
4

Full Deployment

Roll out FieldSpace ADS across your entire fleet with continuous monitoring and support.

Days 22-30

What's Included

  • FieldSpace ADS software licenses
  • Fleet management dashboard
  • 24/7 technical support
  • Over-the-air updates
  • Comprehensive operator training
  • Performance analytics and reporting
  • Regulatory compliance assistance
  • Custom integration support

Real-World Applications

FieldSpace ADS transforms operations across multiple industries with proven results in trucking, delivery, and public transit.

🚛

Long-Haul Trucking

Enable 24/7 autonomous freight operations with industry-leading safety and efficiency.

Key Benefits

  • • 40% reduction in delivery times
  • • 90% decrease in driver fatigue incidents
  • • Continuous operation capability

Use Cases

  • • Interstate freight transport
  • • Supply chain logistics
  • • Cross-country delivery routes
📦

Last-Mile Delivery

Optimize urban delivery operations with precise navigation and customer satisfaction.

Key Benefits

  • • 60% faster delivery times
  • • 95% customer satisfaction rate
  • • Reduced operational costs

Use Cases

  • • E-commerce deliveries
  • • Food and grocery delivery
  • • Urban logistics networks
🚌

Public Transit

Transform public transportation with reliable, safe autonomous bus and shuttle services.

Key Benefits

  • • 99.9% schedule reliability
  • • 80% reduction in accidents
  • • Lower operational costs

Use Cases

  • • City bus routes
  • • Airport shuttles
  • • Campus transportation

Ready to make your AI deterministic?

Compile your models into portable, certifiable kernels with predictable latency and lower cost. Deploy across your fleet and edge devices.