AI & LLM Implementation
We've been building AI-powered systems since before ChatGPT normalized the conversation. From RAG pipelines and LLM integrations to full agentic experiences that take action in real systems - we design, build, and ship AI that works in production.
Agentic AI Experiences →
Autonomous agents that use tools, make decisions, and take action across systems. Single-agent tools, multi-agent pipelines, human-in-the-loop workflows. Built to production standards - with cost controls, monitoring, and structured failure handling baked in.
LLM Implementation →
From proof-of-concept to production: model selection, RAG architecture, prompt engineering, fine-tuning, integration design, and cost management. We bring AI into your stack and make it stay there.
AI Strategy & Use Case Discovery
Not every workflow needs an agent. We help you identify the highest-value AI opportunities in your business, size them honestly, and build a roadmap that prioritizes ROI over novelty.
Technical Project Delivery
We don't just advise - we build. Full-cycle delivery from SOW and architecture through launch and post-delivery support. See our technical delivery services for how we work.
Our Approach
Most consulting firms will sell you an AI strategy deck. We build the system.
We're vendor-agnostic and model-agnostic: we've built on OpenAI, Anthropic Claude, Google Gemini, and open-source models, and we choose the right stack for your constraints - not ours. We build for production from the first sprint, not as post-launch polish.
- Working with AI and ML before the ChatGPT wave
- Production experience across eCommerce, SaaS, and enterprise
- Honest about failure modes - we tell you what breaks before you discover it in production
- Cost management built in from day one, not added after the billing surprise
- Team enablement so AI adoption actually sticks
Frameworks & Technologies
LangChain / LangGraph →
Core concepts, real community pain points, and production best practices for the leading AI orchestration framework.
OpenAI Responses API & Agents SDK →
OpenAI's next-generation inference API with built-in tools, stateful conversations, and the Agents SDK for multi-agent orchestration.
CrewAI / AutoGen →
Multi-agent framework comparison - when to use each, real production issues, and how they compare to LangGraph.
OpenAI API →
Chat Completions, function calling, embeddings, model selection, and cost management for production OpenAI integrations.
Anthropic Claude API →
Claude Sonnet, Haiku, Opus - tool use, long-context processing, the Claude Agent SDK, and real implementation considerations.
All Technologies →
Full technology index - AI frameworks, eCommerce platforms, frontend, databases, with deep-dive guides on each.