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Merge IT - Achieve The Impossible
Merge IT - Achieve The Impossible

Employee Access >>

Gen AI

Merge IT - Gen AI Services

Overview

At Merge IT, we pride ourselves on being at the forefront of emerging technologies that are changing the way we do business. As the adoption of Generative AI (“Gen AI”) rapidly expands, Merge is here to help guide you through the adoption and implementation process and deliver comprehensive, innovative Gen AI solutions that will provide advancements and efficiencies across all levels of your organization.

How We Can Help

Composed of subject-matter-experts and consulting specialists, Merge is uniquely qualified to advise companies on AI initiatives with a full understanding of the complex technologies and frameworks they are working with. We provide technical and strategic consulting services around end-customer GenAI initiatives, including (but not limited to):

  • Sourcing Subject-Matter-Experts (“SMEs”) and resources from our Innovation Team that will deliver:
      • Overall Solution Architecture of GenAI applications and environments
      • Resources, including developers, solution architects, and data scientists to lead development of applications and APIs while also assisting in training Large Language Models (LLMs), algorithms, and generative capabilities (i.e., RAG) 
      • Access to all other resources and developments from within MergeIT’s Innovation Lab
  • Development of domain-specific or targeted LLMs, when applicable
  • Assessment of pretrained LLMs to properly gauge regulatory issues, compliance factors, security risks, etc.
  • Enhancing generative capabilities by grounding factual and informative responses in a vast repository of information

Service Capabilities

Our Innovation Team addresses the core facets of Generative AI development, ensuring a comprehensive approach to model creation and deployment that leverages various learning strategies. We work together with clients to structure models that fit their needs and ensure the implemented solution is robust, scalable, and built on the latest, most efficient legal, regulatory, and technologically advanced frameworks.

We also offer a comprehensive suite of additional services within the overall Gen AI space, some of which include:

    Performance Optimization at the Platform and Infrastructure levels
    Integration Services, including the development of APIs, connectors, & other integrations
    Compliance, Governance, & Security Consulting on the cutting edge of forthcoming regulatory/compliance initiatives within the Gen AI space
    Training & Upskilling, from Gen AI adoption projects to advanced training and upskilling

    Solutions & Technology

    Gen AI Sandbox

    Complete environment to build your LLMs and applications

    Our GenAI Sandbox Offering, delivered in conjunction with our affiliate NNData, allows companies to efficiently beta test prospective GenAI ideas and applications in a streamlined and fully-provisioned environment.

      Our technology sits at the application layer, and the Baseline Config can reside on bare metal, private cloud environments, hyper-scale cloud environments, etc.
      Supports connections to 200+ databases, applications, file storage, and unstructured data sources
      Proprietary tools that streamline data integration, de-duping, consolidation, and preparation
      Access to a multitude of open-source LLMs with a bundling of expert-level services to guide you in training such models and/or building and training domain-specific targeted models
      Leverages a multi-layer document understanding algorithm chain for metadata extraction
      Precision search and recollection functionality