Gen AI Professional Services
Overview
Merge IT delivers Gen AI professional services that help organizations adopt generative AI with confidence. As Gen AI reshapes how businesses operate, our Innovation Labs guide you through the full journey — from strategy and adoption through building, training, and deploying production-ready solutions that create efficiencies across every level of your organization.
Our subject-matter experts and consulting specialists bring deep command of the technologies and frameworks behind modern AI. We pair strategic guidance with hands-on engineering, so your Gen AI initiative is built right and built to scale.
How We Can Help
We provide technical and strategic consulting across your Gen AI initiatives, including:
- Solution architecture for Gen AI applications and environments
- Expert resources — developers, solution architects, and data scientists who lead application and API development and train large language models (LLMs), algorithms, and generative capabilities such as RAG
- Development of domain-specific and targeted LLMs
- Assessment of pretrained LLMs for regulatory, compliance, and security risk
- Retrieval-augmented generation (RAG) that grounds responses in your own trusted repository of information
- Access to the people, tools, and developments inside Merge IT Innovation Labs
Service Capabilities
Our Innovation Labs cover the full lifecycle of Gen AI development, from model creation to deployment. We work alongside your team to design solutions that fit your needs — robust, scalable, and built on the latest legal, regulatory, and technical frameworks. Our broader Gen AI capabilities include:
- Performance optimization at the platform and infrastructure layers
- Integration services — APIs, connectors, and custom integrations
- Compliance, governance, and security consulting aligned to emerging AI regulation
- Training and upskilling, from adoption programs to advanced enablement
Gen AI Sandbox
Build and test your Gen AI ideas in a fully provisioned environment. Delivered with our affiliate NNData, the Gen AI Sandbox lets you prototype LLMs and applications quickly — without standing up infrastructure first. The Sandbox includes:
- Deployment at the application layer — on bare metal, private cloud, or hyperscale cloud
- Connections to 200+ databases, applications, file stores, and unstructured data sources
- Proprietary tools for data integration, deduplication, consolidation, and preparation
- Access to a wide range of open-source LLMs, with expert services to train them or build domain-specific models
- A multi-layer document-understanding pipeline for metadata extraction
- Precision search and retrieval
To see how the Gen AI Sandbox fits your roadmap, get in touch — or explore our data technologies at nndata.com.

