Tailored Generative AI and Intelligent Agents
mcSquared AI offers a range of specialized services harnessing the power of generative AI to support companies in their march towards adopting AI without the hype. Our team's expertise in training Large Language Models (LLMs) and developing intelligent Agent architectures is leveraged to provide customized solutions that meet the unique needs of each client. While LLMs like GPT-3 and GPT-4 have a strong foundation in natural language understanding, their ability to assist in a specific domain, i.e. life sciences product commercialization, clinical research and trials, hospital operations, industrial chemicals, money laundering and suspicious activity reporting, network security, network fault detection, etc., can be greatly enhanced by training them with domain-specific information. Using a variety of proven and improved methods, tailored LLMs are trained to learn domain-specific terminology, contextual understanding of prompts, regulatory know-how and constraints, improved "in-context reasoning". We are also experienced in developing intelligent Agent architectures, integrating these tailored LLMs with other components capable of AI (for e.g., reasoning) or non-AI (for e.g., executing tasks) by chaining together a web of intelligent, collaborative, interactive agents.
ML/AI Implementation & Data Science Acceleration
We create business value from data by implementing advanced machine learning and AI use cases thus accelerating your data science initiatives. Our track record shows that we can show tangible business value using client's internal and external (purchased or third-party) data in a shorter time that anyone else. Our unique ability to reframe a customer business problem statement into a data and analytics challenge, complete with a roadmap for implementation is what sets us apart for ML/AI implementation activities. The use cases we build as not a one-time deliverable, they are living, breathing, self-serve solutions that truly transform the way organizations make decisions. Our proven process ensures data health and quality, addresses immediate business needs and drives adoption of the delivered solution among stakeholders.
Analytics Center of Excellence
We have a proven model for mobilizing resources for rapid data and insight generation. We have worked with Fortune 500 companies to build Analytics Centers of Excellence with soup-to-nuts implementation establishing the right talent and skillsets, and an Agile process for use case implementation in a sustainable, repeatable, and cost-effective manner. We have the ability to transform your organization from a one-at-a-time bureaucratic, project-based mindset to an engine of rapid use case creation and a product-based mindset.
Cloud native Data Management
Snowflake. Data-bricks. Palantir Foundry. DataIKU. AWS. Azure. Google Cloud.
The list of data management and analytics platforms continues to grow on public cloud infrastructure. But more than which platform to use, enterprises need to ask themselves what problem are they trying to solve. Whether they are just warehousing data from multiple systems or establishing a single source of truth, our data engineers and architects can help you build a robust data foundation.
We Integrate With Your Ecosystem
Make our talent, your talent. We operate as a fully embedded, integral part of your team, well versed in your technology platforms. We can help you build a Job Family led by your business experts, our business translators, and members of our technical staff, for whom your success is their north star.