Custom AI Integrations and LLM Workflows
Automate complex cognitive tasks without exposing your proprietary data to public models. We build private, secure AI agents.
Data Indexing
We organize your internal knowledge base (PDFs, Notion docs, support logs) into a vector database that the AI can "read."
Workflow Logic
We build the decision trees (LangChain) that direct the AI's actions, ensuring it follows your business rules exactly.
Secure Integration
We connect the AI agent to your existing software (Email, CRM, ERP) via API so it can take real actions, not just generate text.
Train Your Own Brain
Using a public AI model is like hiring a consultant who has read every book in the library but knows nothing about your specific business. To get real value, you need intelligence that understands your history, your voice, and your data.
At Analog Elk, we move beyond basic prompting. We engineer custom AI solutions. We build secure, private workflows that connect Large Language Models (LLMs) directly to your internal documents, databases, and APIs. We turn generic AI into a specialized employee.
Your Data, Your Model
The biggest problem with off-the-shelf AI is the lack of context. We solve that using RAG (Retrieval-Augmented Generation).
Context-Aware Systems We build systems that "read" your company’s knowledge base before they answer. Whether it is 10,000 PDF contracts, a decade of customer support logs, or your entire technical documentation, we index your data so the AI cites your facts, not internet hallucinations.
Data Privacy and Local LLMs Not everything belongs in the cloud. For sensitive industries, we deploy open-source models (like Llama or Mistral) that run within your own private infrastructure. Your data never leaves your servers, and it is never used to train public models.
Workflow Automation
We do not just generate text; we trigger actions. We integrate AI into the software you already use.
Intelligent Routing Imagine an email hits your inbox. Our system reads it, categorizes it, checks your calendar, drafts a reply based on your availability, and saves the lead to your CRM—all before you open your phone. We build the "glue" that connects your apps.
Content Engines We build custom tools for marketing teams. Instead of generic copy, we build workflows that ingest your brand guidelines and past successful campaigns to generate content that actually sounds like you. We can automate the creation of SEO briefs, social captions, and newsletter drafts at scale.
Customer Support Agents We build chatbots that actually help. By connecting an AI agent to your inventory system and order history, we create support bots that can resolve complex issues—like processing a return or checking shipping status—without human intervention.
The Tech Stack
We are not just prompt engineers; we are software engineers.
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Vector Databases: We organize your data so AI can find it instantly.
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LangChain and Python: We build complex logic chains where the AI can "think" through a problem step-by-step.
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API Development: We build the bridges between the brain (the AI) and the body (your software).
Stop Doing the Robot's Job
If a task is repetitive, it should be automated. Let’s build the custom tools that give your team their time back.
Frequently Asked Questions
Is my data safe?
Yes. We specialize in deploying local or private cloud LLMs that ensure your data never trains public models like OpenAI's.
What can it automate?
Everything from drafting complex RFP responses based on your past bids to routing customer support tickets with high accuracy.
Ready to get started?
Let's discuss how we can help you achieve your goals.