A proven process and specialized tools are needed to efficiently capture this expansive intelligence at an enterprise scale.

Maps are one of the most useful data types for contextualizing broader enterprise datasets. They turn static images of locations into multi-directional data that can be densely interwoven with broader data assets. From a virtual tour guide in an indoor mall to a comprehensive map of urban businesses—maps provide a vital link between detailed data insight and ground-level human experience.

Maps contain an astonishing depth of information which necessitates specialized skill set and tools for analyzing the complexity of location-rich data sets. This fact hinders far too many enterprises in their efforts to develop geography-rich data infrastructure.

Analyze complex location-rich data sets with Zen3.

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    A ROAD MAP TO BETTER DATA

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    Unlocked location-rich data ranging from interior maps to city transit guides

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    Extensive annotation and contextualization centered on client-selected priorities

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    Proven management techniques, run by pros with experience in running enterprise-scale data pipelines across the globe

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    Best practices for quality control and monitoring baked in at every stage of collection and processing

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    Smart automation and pre-built pipeline templates enabling efficient handling of map-data even at a massive scale

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    Analysis of subtle geographic factors and background research for deep contextualization

    HOW WE HELP

    MAP DATA COLLECTION SERVICES

  • Our specialists in location-rich data thoroughly analyze client data requirements
  • Our ML experts validate all relevant requirements
  • When required, we help in the field measurement, scanning, and GPS work for original map generation
  • We are fully capable with maps ranging from consumer-facing to densely technical
  • Our full-service data annotation service seamlessly handles other data types embedded in maps

    • MAPS CONCEPTS AND PROTOTYPES

    • Annotation and labeling powered by Zen’s geography-savvy ML models
    • Pros with special training analyzing map data capable of analyzing even the subtlest characteristics
    • Ongoing process monitoring from quality specialists with experience managing large-scale data projects that handle volume without sacrificing precision
    • Background research to verify geographic data, from web to phone, to in-the-field

    MAP ANNOTATION SERVICES

    • Annotation and labeling powered by Zen’s geography-savvy ML models
    • Pros with specialized training analyzing map data capable of analyzing even the subtlest characteristics
    • Ongoing process monitoring from quality specialists with experience managing large-scale data projects that handle volume without sacrificing precision
    • Background research to verify geographic data, from web to phone, to in-the-field

    MAPS INSIGHT SERVICES

    • Thorough analysis including proximity, feature labeling, logical inference from listed features, and connections with broader data sets like location-tagged images
    • Real-time processing capabilities capable of supporting live mapping applications for various use-cases
    • High-quality data processing capable of serving as a foundation for geography-capable machine learning projects
    • Annotation on deep characteristics far beyond superficial categorization
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    ZEN3 MAP DATA USE CASES

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    OPERATIONAL ANALYTICS AND SUPPORT

    • Real-time tracking and evaluation of asset movement
    • Automated routing services supporting critical workflows or transportation networks
    • Integration of past map and location data repositories with contemporary data infrastructure
    • Geography-rich consulting services

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    CUSTOMER SERVICE AND SUPPORT

    • “Find a Location” services
    • Live customer-facing routing and mapping applications
    • Customer service delivery customized by locale
    • Consumer map-data cleaning and verification

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    SALES AND MARKETING

    • Geographic advertisement evaluation and targeting
    • Comparative analysis of branch locations, customer addresses, and other geography-centric data points
    • Live sales support based on current location and customer background
    • Automatic intake and integration of location-based customer requests

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    MACHINE LEARNING

    • Automated map data infrastructure
    • Tools capable of learning and mapping new locations automatically
    • Machine Learning tools familiar with live-location data
    • B2C and B2B-facing Map processing services

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    MAP DATA

    Ride sharing, search, mass transportation, and logistics are just a few examples of the rapidly expanding use cases for map data that continue to define the global economy. Processing this data at scale means finding new methods for collecting and understanding the essential elements of location-rich data sets. Many applications demand the capability to evaluate these factors in real-time and use them to generate actionable feedback for users.

    Building out the technical and personnel resources needed to establish this sort of data pipeline can seem a Herculean task. At Zen3, we have put our data services “on the map” by supporting our clients for navigating this process, delivering a high-efficiency process for building map-data pipelines of any scale with ease.

    DISCOVERY TO INSIGHT AND MODERATION PROCESS

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    Maps Requirements Analysis
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    Maps Collection and Curation

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    Translation Transcription and Transliteration

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    ML Automated Labelling and Annotation

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    Human Annotation and Labeling with Quality Control

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    Converting and Automating Ongoing Maps Data Requirements

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    Maps Data Moderation

    MAP DATA SERVICE OFFERINGS

    MAP DATA COLLECTION SERVICES

    Our end-to-end map and locational data capabilities provide enterprise-quality data while fulfilling highly unique client-established parameters. All data collection is customized in response to the specific needs of each client. From scanning physical documents to field research and scanning, we’re ready to help intake map data at any scale, at any level of complexity.

    MAP ANNOTATION AND LABELING SERVICES

    Our annotation, analysis, and labeling processes mine the desired insight from raw maps, with elite quality and densely integrated data capable of training machine learning models or providing a location-rich foundation for other enterprise applications.

    MAP DATA MODERATION SERVICES

    Even simple moderation needs—like ensuring that user-submitted locations and directions do not run afoul of content policies—require a surprisingly robust data pipeline to support efficiently. Smart automation can dramatically streamline these moderation processes, with humans brought in for subtler judgment calls wherever necessary.
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    OUR CREDENTIALS

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    Successful AI Data Items Delivered

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    Expert Annotators

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    PII Compliant

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    Successful AI & Data Projects

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    Data Acceptance and Accuracy

    Pan India, US & EU

    Coverage

    DATA SERVICES GROUP

    Our Data Services Group covers more than map data. With over 150 million data entries, a 1200+ person team of experts, experience in 20+ languages and presence in over 13 markets, we deliver an efficient data pipeline, no matter how ambitious our clients’ vision for map data.

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