Bronze Data Layer · IoT Query
Your Fleet's Raw Data,
Finally Accessible.
A unified, real-time data layer that gives you every GPS point, sensor reading, and device message—ready for analysis, troubleshooting, and operational improvement.
Direct SQL access to raw telematics data (structured Bronze tables)
Faster root-cause analysis with full message-level visibility
Cleaner, standardized schemas for GPS, telemetry, events, sensors, CAN/OBD, and more
Integrates with your BI tools instantly (Power BI, Tableau, Metabase, custom apps)
Built to reduce downtime, catch anomalies early, and improve fleet efficiency
Need Business-Ready Analytics?
Silver LayerFor ready-to-use contextual insights, explore the Silver Layer—pre-processed data with trips, stops, events, and fleet KPIs. Automatically enriched and ready for immediate reporting without manual correlation.
Explore Silver Data LayerFleet operations rely on data. But most platforms won't give you the data that actually matters.
Fleet managers today face a simple truth: you can't optimize what you can't see. And most platforms filter or aggregate data so aggressively that the real insights-sensor anomalies, route patterns, device faults, early maintenance warnings-never surface.
Meanwhile, integration engineers are stuck fighting API limits, CSV exports, missing parameters, and opaque data pipelines that break under load.
Common frustrations:
Summaries instead of the real telemetry
Your platform only shows aggregated data, hiding the critical sensor readings and GPS signals that could reveal theft, faults, or performance issues.
API delays stalling dashboards and reports
Rate limits and slow APIs prevent you from building real-time analytics. Your team is stuck waiting hours for data that should be instant.
Troubleshooting that takes hours
Without raw message logs, finding the root cause of device issues becomes guesswork. Technicians are dispatched unnecessarily, wasting time and money.
Device issues hidden behind processed data
Sensor faults and communication problems are masked by data processing. You only see the problem after it's too late.
Inconsistent schemas making BI work painful
Every integration becomes a custom ETL project. Your data engineers spend more time wrangling data than building insights.
"Data gaps" that damage compliance
Missing or incomplete data creates disputes with customers and regulatory issues. You can't prove what happened when it matters most.
Day in the life: The hidden cost of incomplete data
A vehicle reports erratic fuel-level readings. Your platform only shows the final "average," masking the raw oscillations that signal a sensor fault—or a theft incident. Hours are lost guessing. A technician is dispatched unnecessarily. Meanwhile, the real issue persists.
This is operational risk hiding in plain sight.
It doesn't have to stay this way.
Meet Navixy IoT Query Bronze: A Complete Raw Data Layer for Your Fleet
The IoT Query Bronze layer ingests and stores every message exactly as your devices generate it, but in a clean, well-structured SQL schema built for analytics and troubleshooting.
It's the foundation your fleet has been missing.
What you gain:
Every data point, unfiltered
GPS positions, satellite counts, GNSS accuracy, speeds, fuel levels, temperature, IO states, CAN/OBD parameters, device heartbeats, ignition states, trip boundaries, and more—captured as-is.
Structured SQL-ready schemas
Tables following the IoT Query specification: gps_points, telemetry_values, events, trips, positions_raw, device_status, business_data, message_log. Coming Soon: silver_* cleaned-schema tables for ready-made analytics.
Real-time accessibility
As soon as a message hits our ingestion pipeline, you can query it. No waiting for ETL, no rate limits, no exports.
Integrations without friction
Use any BI tool or data stack: PostgreSQL wire protocol, JDBC/ODBC, SQL templates, and materialized data views (Coming Soon).
Built for both fleet managers and engineers
Fleet Manager → insights that drive efficiency. Integration Engineer → full control, transparency, and speed.
How the Bronze Layer Works
Device → IoT Query Ingestion
Your tracker sends messages (GPS, CAN, IO, telematics events). IoT Query receives them in real time through high-throughput ingestion.
Raw message parsing & schema mapping
Our engine structures messages into Bronze tables following the schema overview. Minimal transformation: fields are preserved, units untouched unless standardized.
Immediate SQL availability
Data becomes queryable within seconds through a Postgres-compatible endpoint. Use Power BI, Tableau, Metabase, Python, or your custom apps.
Analytics & operations
Create dashboards, alerts, anomaly detectors, fleet KPIs, maintenance predictors, or export data to your warehouse.
Where IoT Query Bronze Makes the Difference
Troubleshooting & Device Diagnostics
Problem
A vehicle goes "offline" with no explanation.
With IoT Query
Engineers see heartbeat logs, GNSS data, IO states, and signal metrics in raw form.
Outcome
Root cause identified in minutes; no unnecessary site visits.
Fuel & Operating Cost Optimization
Problem
Fuel card data doesn't match telematics averages.
With IoT Query
Analysts correlate raw fuel-level sensor ticks with trip boundaries and idling events.
Outcome
Detect theft, leaks, miscalibrated sensors, and reduce fuel waste.
Safety & Driver Behavior Analysis
Problem
Standard "harsh braking" alerts are too generic.
With IoT Query
Access to full accelerometer data and high-frequency GPS signals.
Outcome
Build your own risk scoring model tailored to load weight, road type, or weather.
Maintenance Forecasting & Uptime Improvement
Problem
Unexpected breakdowns and inconsistent maintenance logs.
With IoT Query
Continuous telemetry allows anomaly detection in CAN/OBD parameters.
Outcome
Predict failures, reduce downtime, extend vehicle life.
Trusted by fleets and integrators who refuse to fly blind
"The Bronze Layer gave us the raw message visibility we never had. Our troubleshooting time dropped from hours to minutes—and downtime with it."
"We reduced fuel discrepancies by 18% in a single quarter. The ability to correlate raw sensor data with routes changed everything."
"Finally, a platform that doesn't treat data like a black box. IoT Query gave our team full control."
Why Switch From the Old Way?
| Traditional Telematics Platforms | Navixy IoT Query Bronze | |
|---|---|---|
| Data Access | Filtered or aggregated data only | Full raw message visibility |
| API Performance | Limited or slow APIs | Real-time SQL access |
| Troubleshooting | Hard to troubleshoot | Transparent message logs |
| Analytics | Generic dashboards | Custom analytics on any field |
| Integration | Poor integration options | Standard SQL + BI-friendly schemas |
| Data Retention | Hidden data retention limits | Full control of retention policies |
Clear Value, Predictable ROI
IoT Query Bronze is part of Navixy's enterprise analytics tier. Pricing scales with your fleet size and data volume—and consistently delivers ROI through:
Reduced downtime
Lower fuel and maintenance costs
Fewer support hours
Better operational decisions
Stronger compliance and audit readiness
Start small. Prove value. Scale when ready.
Frequently Asked Questions
Stop guessing. Start knowing.
Raw data exposes what summaries hide: the inefficiencies, anomalies, and opportunities that shape your fleet's performance. Navixy IoT Query Bronze gives you the clarity and control you've been missing.
Ready to unlock your fleet's raw data?
Tell us about your fleet and we'll show you how Bronze layer gives you the foundation for data-driven operations.
Step 1