IoT Query
A Private Lakehouse for telematics data
Query GPS and IoT streams with SQL instead of stitching together APIs, retries, and custom data pipelines.
Why Telematics Data Needs a Lakehouse, Not Just Dashboards
Most telematics platforms were never designed for serious analytics. You get rigid dashboards, nightly exports, and rate-limited APIs — fine for basic monitoring, but painful when you need joined-up business insight, ML, or custom reporting.
Stop scraping APIs.
Start querying data.
Dealing with pagination, rate limits, and nightly CSV exports just to get raw data.
Connect Power BI, Tableau, or DBeaver directly to the Lakehouse. Run complex SQL joins instantly on years of history.
Define your own KPIs.
Not generic defaults.
Stuck with "one-size-fits-all" scoring models that punish drivers for behaviors your fleet allows.
Author your own logic in SQL. Adjust weights for braking, idling, or speeding to match your reality, then push it to any dashboard.
The "Single Source of Truth"
is finally real.
Telematics data sits in one silo. ERP in another. Billing in a third. Correlating them requires fragile ETL scripts.
IoT Query treats business entities (drivers, customers, contracts) as first-class citizens alongside GPS data. Join them in a single query.
The IoT Query Pipeline
A continuous flow from raw signals to business intelligence. IoT Query orchestrates ingestion, enrichment, and storage so you can focus on the insights.
Ingest & Transform
Decodes raw payloads from any device (GPS, CAN, sensors). Normalizes protocols and enriches streams in real-time before they hit the database.
- Protocol Decoding
- Real-time Enrichment
- Unit Conversion
Store & Organize
A managed PostgreSQL warehouse optimized for high-volume time-series data. Stores billions of records with hot/cold retention policies you control.
- PostgreSQL Compatible
- AES-256 Encryption
- Auto-Partitioning
Model & Analyze
Maps telematics IDs to real-world entities: drivers, assets, jobs, and contracts. Exposes a rich SQL schema for BI tools, AI models, and apps.
- Entity Graph
- OpenAPI Access
- Custom Fields
From Raw Device Signals to Business-Ready KPIs
IoT Query organizes your information into refined layers. Start with the raw foundation, refine into trusted datasets, and deliver executive-grade insights at the top.
KPI & AI-Ready
Business-friendly marts and feature stores: fleet performance, safety scores, logistics SLAs, vertical-specific KPIs. Built to power dashboards, ML models, and AI assistants without additional heavy data modeling.
Cleansed & Time-Aligned
Normalized time-series tables and curated joins across devices, trips, and business entities. Designed to make common analytical questions fast and repeatable without reinventing the wheel in every query.
Raw & Complete
Full-fidelity telematics and business data with all the detail intact. Perfect for data analysts, data scientists, and engineers who need complete control and transparency.
Who IoT Query Is Built For
IoT Query is designed so fleets, TSPs, integrators, and OEMs can all build their own "data advantage".
TSPs & White-Label Platforms
- Launch new analytics-driven services without rebuilding your core.
- Differentiate with advanced dashboards and reports for key verticals.
- Reduce churn by giving customers direct SQL access to their data.
System Integrators & Consultants
- Start every project with a ready-to-use telematics schema.
- Focus on business logic, not inventing pipelines from scratch.
- Deliver faster, more maintainable solutions on top of Navixy.
ISVs / OEMs
- Embed telematics insights directly into your own applications.
- Combine device data with your ERP/CRM/BPM systems in SQL.
- Keep ownership of data while leveraging Navixy as the analytical engine.
Enterprise Fleets & Operations
- Unify vehicles, drivers, routes, and jobs in one analytical view.
- Track utilization, safety, and service quality with your own KPIs.
- Give operations, finance, and management a single source of truth.
Security, Residency, and Compliance Built-In
IoT Query is delivered as a managed cloud service with strong isolation and governance. Each tenant's lakehouse is operated in its chosen region, with encryption and access controls aligned to modern security standards.
Regional hosting & residency
Deploy IoT Query in specific regions so telematics data stays within required jurisdictions.
Encryption & tenant isolation
Encryption at rest and in transit, strict tenant boundaries, and controlled access for users and tools.
Enterprise-grade practices
Designed to align with SOC 2 / ISO 27001-grade processes across operations, monitoring, and incident response.
Get Started with IoT Query
Whether you're a TSP, an enterprise fleet, or a system integrator, IoT Query slots into your existing Navixy deployment and your existing analytics stack.
Enable IoT Query
Work with Navixy to enable IoT Query for your account, choose your region, and define initial scope.
Connect your favorite tools
Use standard PostgreSQL connections with tools like pgAdmin, DBeaver, Power BI, Tableau, Superset, dbt, or Python notebooks.
Evolve to Silver & Gold layers
Start with raw and joined SQL queries on Bronze. As your analytical needs grow, leverage Silver for optimized time-series analytics and Gold for executive-ready KPIs and ML workflows.
Not sure where to start? We can review your current telematics setup and sketch an initial IoT Query architecture together.