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Data Enrichment     Platforms & Operations





 While data is oil, Enrichment is the refinery. SPi has wide experience in enriching data  across multi-  To support our Data Management and Enrichment
 ple industries. Our enrichment services include Mapping & Linking, Indexing, Summarization,   services, SPi specializes in supporting Database
 Knowledge Modeling and Annotation.   Design & Maintenance, Migration and Application
        hosting & support activities and provides Platform
 Mapping & Linking - Through a combination of Natural Language Processing (NLP) and Machine   as a Service capabilities too.
 Learning techniques integrated into our Insight Engine, we can identify linkages in data/information
 assets and effectively map and link them for an effective information discovery and decision experi-  Database Design & Maintenance: Our content
 ence   support team handles the design of content

 For Indexing & Summarization services, SPi offers deep, granular subject categorization & sum-  structures to enable new functionalities on your CMS
 marization (case study - link to News Events Summarization) in Health & Science, Information   platform and, also, manage content rendering and
 Services, Legal, Risk, Regulatory and Compliance domains leveraging ConSCIse solution and our deep   functionality related tickets coming from internal
 subject matter experts in the domain  and external users of the platform. We have rich
        experience in a wide range of proprietary and open
 SPi’s team of subject matter experts (SMEs) and certified Taxonomists provide highly customized and   source CMS platforms; and combined with our
 effective knowledge modeling services – taxonomies, thesauri and ontology – to help improve infor-  in-depth knowledge of content workflows, provides
 mation search & discoverability, navigation, and effective storage & retrieval of information assets.  you with a one-stop solution.


 When AI & ML are getting industrialized, training & test data needs to undergo preparation for   Schema Design: Our team of content software
 computers to find patterns and inferences. For ML models to learn efficiently and effectively, data   engineers can design schemas and maintain the
 annotation must be accurate and relevant to the task the machine is being asked to perform.   schemas so that can automated transform happens
 For this reason, large scale human-annotation services are key to successful machine learning.   across various content feeds to the client defined
 SPi provides high quality data annotation services for machine learning use cases in the fields   format. This lets your team focus on defining new
 of Financial Services, Risk & Compliance, Legal and Media with our highly qualified annotators   sources for fresh content and leave the extract-
 processing millions of data points to build premium ground truth data for text, images, videos,   transform-and-load process to SPi.
 and audio across 20+ languages.
        Content Migration: SPi has highly experienced
        teams in migrating content from your legacy platforms
        to new ones understanding how schema needs to be
        set up for unstructured data. Our full suite solution
        includes analysis of the requirements, mapping of the
        content structures, managing the ETL process, and
        performing the ingestion QA and testing. We have
        migrated millions of records for leading information
        providers in Risk & Compliance, Health & Science,
        Legal domains.



        Case study : a short writeup of how we do these activities. Lets write 2 para’s. 1 for Migration and
        1 for Application & Client Support

 Case study : a short writeup of how we do these activities. Lets write 2 para’s. 1 for Indexing,
 Summarization & Knowledge Modeling (ASM? XML First usecase – Ask Vel). 1 more if possible
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