GenMS is Management Solutions' framework for building, testing and deploying Generative Artificial Intelligence (GenAI) tools.
Developed from the experience and knowledge accumulated by the Firm, this framework offers a comprehensive approach, from design and technological implementation to validation and regulatory compliance, to ensure that advanced and reliable solutions in the field of Generative Artificial Intelligence are achieved with great agility.
GenMS provides answers to the key challenges faced by all industries in relation to Generative AI and LLM, making it possible to:
Management Solutions has designed the GenMS framework to enable the development of GenAI use cases, accelerate time to market, and ensure regulatory compliance.
GenMS components are useful in all phases of building a GenAI system: design, development and deployment. In each of these phases, GenMS can add value to the activities and processes listed below:
• Functional definition and conceptualization of a use case based on the developed minimum viable product (MPV). • Identifying, selecting and configuring the necessary technological resources. • Technical design for system development and production. |
• System and application construction, based on front-end components and GenMS codes. • Testing and evaluation, based on GenMS ATLAS. • Checking compliance with the AI Act and documentation. • Configuration and preparation for deployment to production. |
• Integration with existing processes and tools. • Scaling users and resources while monitoring performance and minimizing costs. • On-premise, private cloud or SaaS deployment in Management Solutions' private cloud. |
The solutions created within the GenMS framework have the following characteristics:
GenMS is a robust and complete framework for developing GenAI systems, and its components can be used to accelerate projects in all types of organizations.
Pre-compiled, customizable and reusable user interface elements that ensure a consistent look and feel across all tools and a fast time-to-market. |
Optimized, robust and reusable back-end components developed in-house and combined with open source. |
Collection of best practices and most commonly used techniques: • Prompt engineering. |
Highly secured development and deployment options on Amazon Web Services, Google Cloud and Microsoft Azure, protecting sensitive data. |
Proprietary: Gemini, GPT-4o, Claude. Open-source: Mistral, Llama, Gemma, Vicuna, Phi, SeamlessM4T, etc. |
Solutions are designed to pass all tests defined in GenMS ATLAS (Advanced Testing of Language AI Systems) , and to comply with AI regulations (as a reference to the AI Act) from the start. |
Thanks to GenMS, Management Solutions has developed use cases in the areas of process automation, information analysis and extraction, and decision support. Below are some examples of use cases implemented at our clients:
Process automation |
GenMS Astronomer enables webscrapping of regulatory and supervisory websites, searching for relevant changes in the regulations published on those websites. It also writes summaries of the identified updates and tags them for further filtering.
GenMS Veritas is a document analyzer that allows you to compare the legal clauses of a contract with internal general terms and conditions, and identifies discrepancies between the two.
GenMS AI Act Checker is a form that generates the regulatory requirements that an artificial intelligence (AI) system must meet in accordance with the AI Act.
GenMS Sentinel is a tool that assigns a qualitative credit rating to a company based on the information provided about it.
GenMS Dialect is a translator that converts SAS programming code into Python programming code.
Analytics and information extraction |
GenMS Analyst is a multi-agent conversational chatbot that allows users to ask questions about the content of a database using natural language without the need for expert technical knowledge.
GenMS Intelligence is a chatbot that allows you to ask questions about internal policies and procedures. It also allows you to ask questions about PDFs and search the web.
GenMS Saluto is a CV analyzer for extracting information and storing it in a structured database so that it can be processed later.
GenMS Renovatio is a version control tool that allows you to compare two versions of the same document. Its purpose is to quickly find significant differences between an updated version and an old version of the same document.
GenMS Insight is a chatbot aimed at employees for consulting manuals on Jira, aimed at providing support in the process of adopting Jira Software Server.
Decision support |
GenMS AuditEase is a wizard for drafting audit recommendations and audit reports based on a set of pre-defined findings.
GenMS Starlight is an audit findings generator that compares the documentation of a process with the applicable regulations, identifies findings and classifies their severity.
GenMS Scarlet is a model validation assistant that identifies validation findings based on the model documentation, internal validation guidelines and applicable regulations.
GenMS Eventum is a detector of events that have occurred, obtained from real-time news. Eventum is aimed at the re-planning of routes in a logistics company.
Management Solutions is an international consulting firm, focused on business, finance, risk, organization, technology and process consulting.
Management Solutions currently has a multidisciplinary team (functional, mathematical, technical and systems integration) of more than 4,000 professionals who carry out their activities through 48 offices (in Europe, the Americas, Asia, Africa and Oceania), from where we regularly serve clients that operate in more than 50 countries.
We create value propositions, committing ourselves to their effective implementation, exceeding the expectations of our clients and becoming a trusted partner.
For more information please visit: www.managementsolutions.com