Custom LLM Setup & Installation Services
Your data is unique.
Your use cases are specialized.
Your AI deployment should be too.
At LLM.co, we don’t believe in one-size-fits-all models. Our team delivers fully customized LLM setup and installation services—designed to meet your specific security, compliance, and operational needs. Whether you’re a law firm, financial institution, healthcare provider, or government agency, we help you build, install, and fine-tune private AI infrastructure that fits your organization—not the other way around.
We Customize Your LLM Deployment Using Your Preferred LLM Model
End-to-End Custom LLM Installation
Every organization has different tech stacks, privacy requirements, and user workflows. That’s why we handle every aspect of the LLM deployment process—from architecture design to implementation and testing—with precision.
We start with a discovery and planning session to align the LLM installation to your infrastructure, use cases, and security posture. From there, our engineers configure your environment, install the appropriate open-source or proprietary models, and integrate your internal data systems, including knowledge bases, CRMs, or document stores. We ensure your LLMs run securely and perform reliably whether hosted on-prem, in your cloud, or in a hybrid setup.
Legal Teams
Build private AI assistants to summarize filings, review contracts, and guide attorneys—without compromising client confidentiality.
Finance & Banking
Answer compliance queries, analyze internal policy docs, and streamline audit prep—all within your secure infrastructure.
Healthcare & Medical
Query EHR systems, automate documentation, and support clinical decision-making with HIPAA-compliant AI.
What's Icluded In Your Custom Deployment
Your Custom LLM Setup Will Include The Following
Architecture Planning & Secure Model Deployment
We begin with a deep-dive technical discovery to understand your infrastructure, compliance obligations, and business objectives. From there, we design a deployment architecture tailored to your environment—whether it's on-prem, in a private cloud, or hybrid. Our team then installs and configures your chosen open-source or licensed LLM, ensuring it’s optimized for performance, isolation, and compliance from day one.
Custom Data Integration & Retrieval Pipeline Setup
Your internal data is your competitive edge. We help you ingest documents, structured files, and database records securely—tokenizing and embedding them into a private vector database of your choice (e.g., FAISS, Chroma, Qdrant). We also implement Retrieval-Augmented Generation (RAG) pipelines to enable intelligent document search, multi-document Q&A, and grounded generation—all powered by your proprietary knowledge.
Security Hardening, Access Control & Ongoing Optimization
Privacy and control are baked into every layer of your installation. We configure encryption protocols, role-based access controls (RBAC), and integrate with your existing IAM and SIEM systems. Once deployed, we run performance tests, validate outputs, and train your team on model usage, administration, and monitoring. If needed, we continue to support you with fine-tuning, scaling, or post-launch iteration.
Customization That Goes Beyond Included Features
Once installed, we fine-tune your setup for performance and relevance, customizing your features to meet your industry and company-specific needs.
Email/Call/Meeting Summarization
LLM.co enables secure, AI-powered summarization and semantic search across emails, calls, and meeting transcripts—delivering actionable insights without exposing sensitive communications to public AI tools. Deployed on-prem or in your VPC, our platform helps teams extract key takeaways, action items, and context across conversations, all with full traceability and compliance.
Security-first AI Agents
LLM.co delivers private, secure AI agents designed to operate entirely within your infrastructure—on-premise or in a VPC—without exposing sensitive data to public APIs. Each agent is domain-tuned, role-restricted, and fully auditable, enabling safe automation of high-trust tasks in finance, healthcare, law, government, and enterprise IT.
Internal Search
LLM.co delivers private, AI-powered internal search across your documents, emails, knowledge bases, and databases—fully deployed on-premise or in your virtual private cloud. With natural language queries, semantic search, and retrieval-augmented answers grounded in your own data, your team can instantly access critical knowledge without compromising security, compliance, or access control.
Multi-document Q&A
LLM.co enables private, AI-powered question answering across thousands of internal documents—delivering grounded, cited responses from your own data sources. Whether you're working with contracts, research, policies, or technical docs, our system gives you accurate, secure answers in seconds, with zero exposure to third-party AI services.
Custom Chatbots
LLM.co enables fully private, domain-specific AI chatbots trained on your internal documents, support data, and brand voice—deployed securely on-premise or in your VPC. Whether for internal teams or customer-facing portals, our chatbots deliver accurate, on-brand responses using retrieval-augmented generation, role-based access, and full control over tone, behavior, and data exposure.
Offline AI Agents
LLM.co’s Offline AI Agents bring the power of secure, domain-tuned language models to fully air-gapped environments—no internet, no cloud, and no data leakage. Designed for defense, healthcare, finance, and other highly regulated sectors, these agents run autonomously on local hardware, enabling intelligent document analysis and task automation entirely within your infrastructure.
Knowledge Base Assistants
LLM.co’s Knowledge Base Assistants turn your internal documentation—wikis, SOPs, PDFs, and more—into secure, AI-powered tools your team can query in real time. Deployed privately and trained on your own data, these assistants provide accurate, contextual answers with full source traceability, helping teams work faster without sacrificing compliance or control.
Contract Review
LLM.co delivers private, AI-powered contract review tools that help legal, procurement, and deal teams analyze, summarize, and compare contracts at scale—entirely within your infrastructure. With clause-level extraction, risk flagging, and retrieval-augmented summaries, our platform accelerates legal workflows without compromising data security, compliance, or precision.
Private LLM Blog
Follow our Agentic AI blog for the latest trends in private LLM set-up & governance
FAQs
Frequently asked questions about Custom LLM implementations
A custom installation means you own and control the entire AI stack—from the model weights to the vector database to the user access layer. Unlike public APIs, which require you to send data to someone else’s cloud, our setup keeps everything in your environment. You avoid data leakage, ensure compliance, and can fully tailor the model to your business logic, internal systems, and workflows.
Yes. We specialize in secure, private deployments. Whether you prefer air-gapped servers, a VPC on AWS/Azure/GCP, or a hybrid infrastructure, we adapt the installation to your needs. Our team collaborates with your IT and security leads to align the setup with existing access controls, network policies, and compliance requirements.
We can install a wide range of open-source models like LLaMA, Mistral, or Mixtral, as well as support licensed models depending on your needs. If you already have a license for a proprietary model, we’ll handle the setup and ensure it integrates with your systems securely. We help you choose the right model based on your performance, latency, and privacy requirements.
We securely ingest your documents—contracts, SOPs, EHRs, support tickets, spreadsheets, and more—and embed them into a private vector database. From there, we configure a RAG pipeline that allows the model to retrieve and reference this data in real time. The data is never used to train the base model unless explicitly requested, and everything remains encrypted and fully under your control.
Yes. After installation, we provide hands-on training for your admins and users, ensuring your team knows how to operate, manage, and expand your system. We also offer optional support packages for continued optimization, scaling, or future fine-tuning based on your evolving needs. You’ll never be left guessing how your system works or how to improve it.