Enterprise, Custom Agentic AI Services
At LLM.co, we help enterprises build and deploy intelligent, autonomous AI agents that go beyond answering questions—they take action. Our Agentic AI Services are built on private, fine-tuned large language models (LLMs) capable of performing complex tasks across tools, teams, and workflows—all within your infrastructure or virtual private cloud.
Whether it's a contract review agent, a compliance assistant, or a multi-step workflow bot, we engineer agents that understand your goals, follow your rules, and operate independently—without compromising data security or governance.
Deploying AI Agents Using the LLM Tools You're Familiar With
What is Agentic AI?
Agentic AI refers to language model-driven systems that can make decisions, interact with external systems, and take sequential actions autonomously—not just react to prompts. These agents are powered by fine-tuned LLMs and integrated with tools, APIs, and your business logic to perform high-value tasks with minimal human intervention.
At LLM.co, we build enterprise-ready AI agents that are mission-specific, context-aware, and fully auditable—capable of handling everything from task delegation and document generation to process orchestration and smart escalation.
Private & Secure Execution
Agents run in your VPC or on-prem environment—ensuring zero data leakage, full control, and compliance with standards like HIPAA, GDPR, and SOC 2.
Multi-Step Reasoning & Action
Agents can follow complex logic trees, interact with multiple APIs, and make decisions across several steps—all without needing to re-prompt or restart.
Fine-Tuned Context Awareness
Trained on your internal documents, tools, and workflows, our agents understand your business language and decision criteria—no generic behavior.
System Integration Ready
We connect agents to CRMs, databases, ticketing systems, document management tools, and more—making them truly functional across your tech stack.
Fully Observable & Auditable
Every action, input, and output is logged, timestamped, and monitored via admin dashboards—giving you total visibility and control.
Autonomous Decision Loops
AI agents don’t just follow scripts—they think through problems. With built-in feedback loops and retry mechanisms, our agents can evaluate the success of their own actions, revise outputs, and rerun steps if needed.
Why Agentic AI vs. Traditional Automation
Unlike traditional chatbots or simple automation scripts, the agents we build at LLM.co are designed for enterprise-grade performance, intelligence, and control. The table above highlights the core features that set our agentic systems apart—from how they’re deployed to how they reason, act, and improve over time.
Our agents are deployed in secure, private environments (either on-prem or in your VPC), ensuring your data never leaves your control. They’re capable of multi-step reasoning, able to take sequential actions across systems and tools—making them far more powerful than single-turn AI prompts. And because they’re trained on your internal documents, processes, and policies, they respond with context-aware intelligence that’s tailored to your organization.
We also ensure deep system integration, enabling agents to pull from and push to CRMs, ticketing systems, ERPs, and document repositories. Finally, every agent interaction is fully observable and auditable, with built-in feedback loops and self-correction so you can trust agents to operate independently—while maintaining visibility, accountability, and compliance at every step.
Our Process for Impelementing Agentic AI Solutions
From idea to implementation, we build private, autonomous AI agents that are fine-tuned to your organization’s workflows, policies, and infrastructure. Here's how we bring your agents to life.
Use Case Discovery
We begin with a strategic discovery session to identify high-impact opportunities for automation across your business. Whether you're trying to streamline contract reviews, improve internal support response times, or offload routine HR communications, we work with stakeholders across legal, IT, finance, HR, and operations to pinpoint pain points, repetitive processes, and manual bottlenecks that can be addressed with agentic AI. We also assess your current tech stack, data availability, and compliance constraints to align our strategy with your business goals.
Design & Data Mapping
Next, we collaboratively define your agent’s logic, scope, and integration points. We design a task-specific behavior map, outlining what the agent should do, how it should respond under different conditions, and how it will interface with your systems. We also gather and prepare the relevant data inputs—internal documents, knowledge bases, forms, tickets, SOPs, contracts, etc.—that the agent needs to understand your workflows. At this stage, we configure any necessary APIs, authentication methods, and retrieval pipelines, ensuring the agent can access and act on the right information.
Build & Fine-Tune
Once design is complete, we build your agent on top of a pre-selected LLM architecture (e.g., Mistral, LLaMA, Mixtral, etc.) and fine-tune it on your proprietary data or prompt-engineer it for task-specific performance. We train the model using real-world examples and workflows specific to your business, so that the agent operates with contextual understanding. We also integrate decision logic, content filters, fallback paths, and safety guardrails to ensure the agent behaves responsibly in production.
Scale Faster with Agentic AI Features
Whether you're handling 100 contracts a week, triaging 5,000 support tickets, or managing 20 compliance workflows—Agentic AI gives you intelligent automation that scales without sacrificing privacy, performance, or control.
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.
Practical Agentic AI Use Examples
Each agent is fine-tuned to your workflows, secured within your infrastructure, and fully traceable from end to end.
Legal AI Agents
Our Legal Agent is designed to support in-house counsel, legal operations teams, and compliance departments with document-heavy workflows. The agent can review, redline, summarize, or draft contracts and legal documents based on your internal clause libraries, risk profiles, and jurisdictional requirements. It understands the difference between boilerplate and material deviations, can flag non-standard language, and suggest compliant alternatives based on your legal playbook. Whether it’s an NDA, MSA, or employment agreement, your legal AI assistant ensures faster turnaround without sacrificing precision or control—and it keeps all activity logged and audit-ready.
Support AI Agents
The Support Agent automates the intake, classification, and triage of support tickets—whether in IT, customer service, or internal operations. It reads and interprets tickets from help desk platforms like Zendesk, Jira, or ServiceNow, categorizes them based on urgency and complexity, and either responds automatically or routes to the appropriate human team. Integrated with your internal knowledge base, the agent can provide instant answers to common issues such as login problems, VPN setup, or policy questions. When necessary, it escalates only high-complexity or policy-sensitive issues to staff—reducing resolution time and freeing up human support resources.
Finance AI Agents
The Finance Agent helps accounting and finance teams streamline invoice processing, expense validation, and reporting workflows. It can extract structured data from unstructured sources (PDFs, receipts, spreadsheets), validate transactions against internal policies or approval hierarchies, and automatically generate reconciliations or summaries. It understands your chart of accounts, vendor list, and approval thresholds, so it can flag anomalies and ensure compliance with financial controls. Whether it's building audit logs, assisting with month-end close, or powering AP automation, the Finance Agent brings precision and efficiency to finance operations.
Research AI Agents
The Research Agent is built to assist analysts, strategists, and R&D teams in scanning and summarizing internal data sets, external sources, and complex documents. Whether it's pulling trends from earnings reports, summarizing 50 pages of market research, or generating an executive brief from multiple sources, this agent saves time and enhances decision-making. It can also be configured to monitor internal document repositories or external sites, alerting teams when new intelligence becomes available, or auto-generating summaries at set intervals. Fully private and contextualized, your research agent becomes the most tireless analyst on your team.
Private LLM Blog
Follow our Agentic AI blog for the latest trends in private LLM set-up & governance
FAQs
Frequently asked questions about our Agentic AI services
An AI agent goes beyond responding to a single prompt. It can take autonomous, multi-step actions based on a goal, access internal tools or APIs, make decisions based on logic or context, and retry or escalate when things go wrong. Think of it as a digital teammate—not just a smarter chatbot.
Yes. Our agents are designed to be system integration-ready. They can connect to CRMs, databases, ticketing platforms, document systems, or any internal tool with an API. We build these integrations during setup to ensure seamless workflow automation within your existing stack.
AI agents are deployed privately in your VPC or on-prem infrastructure, with encryption, RBAC, and audit logging by default. We align deployments with your specific compliance needs, including SOC 2, HIPAA, GDPR, and internal data handling policies.
Yes. Our agents include autonomous decision loops and self-correction mechanisms. They can detect failures (like a bad API response or ambiguous input), adjust their behavior, retry actions, or escalate to a human based on predefined logic. That means fewer dead ends and more reliable automation.
Most agents can be scoped, fine-tuned, integrated, and deployed within 4–8 weeks, depending on complexity, data availability, and system integrations. We offer an agile onboarding process with weekly checkpoints to ensure fast value delivery and enterprise alignment.