Six Sources
    One AI-Ready Pipeline

    Six source types feed the AI Data Preprocessor pipeline. Data quality is enforced at every ingestion point, ensuring every source delivers validated, structured records ready for contextualization and AI deployment.

    IT applications

    Connects CRM, ERP and operational databases to the AI Data Preprocessor via APIs and direct SQL/NoSQL extraction — ensuring transactional records and master data enter the pipeline with full quality validation and source attribution.

    Cloud Storage

    Aggregates data across AWS, Azure, Google Cloud and other platforms through a configurable scheduler. Enables continuous synchronization across departments, partners and customers without programming.

    Field Devices

    Ingests streaming sensor data at any velocity via HTTP/S, MQTT, SFTP and TCIP protocols — covering standalone sensors, embedded device sensors and mobile devices. No programming required. Enables predictive maintenance accuracy improvements of >35% over threshold-only monitoring.
    Field devices data flow through processor to cloud storage destinations

    Supported protocols

    The Platform integration capabilities support standard data communication protocols, including:
    • HTTP/S: Easily pull in data from devices, web services, APIs ensuring that your business applications remain updated with the latest information.
    • SFTP: Securely transfer files from remote servers, providing a reliable method for data ingestion that prioritizes security and integrity.
    • MQTT: Efficiently connect to IoT devices and enable real time messaging, making it ideal for applications that require low bandwidth and high reliability.
    • TCIP: Securely transfer files from remote servers, providing a reliable method for data ingestion that prioritizes security and integrity.

    Supported Sensors/ Devices

    Standalone Sensors
    • Temperature
    • tilt detection
    • humidity
    • water quality
    • AQI
    • Oil pressure
    • noise
    • Fuel level
    • wind speed
    Embedded sensors
    • Generators
    • Battery
    • Vehicle telematics
    • mobile phone
    Mobile Devices
    • (as a sensor or for LiDAR Scans)

    Component Solutions using Sensors

    Digitize Critical Customer Processes using Data Driven Operational Insights. Monitor Asset health in Real time & Predict Maintenance cycles using Machine Learning tools.
Customized Real time Alarms & Alerts are extended through Nextqore Mobile app for Field Operations Integration.

    Vehicle tracking determines a vehicle’s location and integrates its movement into operational processes in the service industry.
    Non designated stoppages or deviation from planned route get highlighted, with the exact place & time of occurrence.

    Nextqore integrates with vehicle tracking sensors to Digitize fleet operations, improve efficiency and reduce cost. From Vehicle Health to Geo fencing, get Real Time alerts that empower organizations to make smart decisions.

    Monitor and optimise fuel to increase efficiency of a static or moving equipment. Complete transparency into fuel levels and consumption. Reduce Fuel theft, under re-fuelling and fuel frauds.

    A. Monitor Fuel Wastage
    Fuel wastage due to idling, harsh acceleration, or reckless driving behaviour can easily be detected. Reports and insights provide detailed information on fuel consumption, mileage, and refill activities.

    B. Reduce Operations Cost
    Improved fuel economy leads to a reduction in overall fleet costs. Clients have reported 20%+ reduction in fuel costs post migration to Nextqore’s FuelTrac.

    • Real time fuel level monitoring, location tracking
    • Monitor Fueling and Defueling events

    TeamTrac simplifies field staff operations by using a mobile app (iOS & Android) to track workforce locations in real time. It helps monitor travel times, benchmark service levels, and improve task planning. With geo-fencing capabilities, it tracks entry, work duration, and exit from job sites, ensuring accurate service measurements and enhancing operational efficiency.

    Documents

    Extracts and structures content from PDFs, spreadsheets, contracts and scanned records — converting document-locked business knowledge into pipeline-ready data for AI models. Reduces manual data entry dependency by up to 70%.

    Videos

    Processes LiDAR scans, drone footage and site recordings — extracting spatial, operational and event-based data as structured, queryable records. High-value for construction, infrastructure and field operations where physical conditions drive decisions.

    Email

    Corporate email carries significant operational intelligence — customer communications, supplier confirmations, approval workflows and exception notifications. The AnySource Data Combiner connects to corporate email systems, extracts structured information from message content, threads and attachments, and routes it into the AI preprocessing pipeline — improving AI model accuracy for email-dependent processes by upto 35%.

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