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AI SOLUTIONS

We build complete AI systems, fine-tuning and adapting models, engineering agentic workflows from scratch, and integrating leading AI APIs into the products you already run.

From scratch, not just wrappers: we fine-tune our own models and build agentic systems from the ground up. See Nemesis, our open-source fine-tuned offensive-security model, for proof.

Complete AI Solutions

Three specialized areas of expertise to address every aspect of your AI needs

Custom Models & Fine-Tuning

We adapt and fine-tune models to your domain, data and constraints, then ship them ready to run.

  • Model Fine-Tuning (LoRA / QLoRA / full SFT)
  • Domain & Task-Specific Adaptation
  • Dataset Curation & Preparation
  • Evaluation & Benchmarking
  • Quantization & GGUF Export
  • Self-Hosted Model Deployment

Agentic Systems & Automation

We build autonomous, tool-using agents, and the workflows that put them to work.

  • Autonomous & Multi-Agent Systems
  • Tool-Using Agents (function calling / MCP)
  • Workflow & Process Automation
  • Intelligent Data Pipelines
  • AI-Driven Decision Support
  • Human-in-the-Loop Controls

AI Integration

We weave leading AI APIs and your own models into the products you already run.

  • LLM API Integration (OpenAI, Claude, Gemini)
  • Chatbots & Virtual Assistants
  • RAG Systems for Knowledge Bases
  • AI Search Implementation
  • Voice & Speech AI Integration
  • Model Hosting & Deployment

AI Services

Custom Model Fine-Tuning

Fine-tune and adapt open models (LoRA/QLoRA) to your domain and data, evaluated, quantized and shipped ready to run.

Agentic Workflows & Agents

Autonomous, tool-using agents (function calling / MCP) that carry out multi-step work, with the right human controls.

LLM API Integration

Seamlessly integrate OpenAI, Anthropic Claude, Google AI, and other leading AI APIs into your applications.

Intelligent Chatbots & Assistants

Build intelligent chatbots and virtual assistants that understand context and provide helpful responses.

RAG & Knowledge Base Systems

Retrieval-Augmented Generation systems that combine your data with AI for accurate, contextual answers.

AI Strategy & Consulting

Guidance on selecting the right AI tools and approaches for your specific business needs.

Common Use Cases

AI can transform many aspects of your business:

Intelligent Customer SupportDocument Analysis & ProcessingContent Generation & ManagementCode Assistance & Review ToolsData Extraction & InsightsEnterprise Knowledge BasesPredictive AnalyticsProcess Automation

AI Platforms & Technologies

OpenAI / GPT-4o
Anthropic Claude
Google Gemini
Hugging Face
Fine-Tuning (LoRA / PEFT)
Ollama / llama.cpp
LangChain
Vector DBs (Pinecone, pgvector)

Frequently asked questions

Ready to Transform Your Business with AI?

Whether you need a custom AI application, intelligent automation, or seamless API integration, let's discuss how AI can transform your operations.

Start Your AI Journey

We reply within one business day.