AI That
Ships.
The AI revolution isn't coming — it's here. But most businesses are drowning in hype and struggling to ship real AI-powered products. With 25+ years of production engineering experience and deep hands-on expertise with frontier AI models, Stoked Consulting bridges the gap between AI research and production-grade AI systems.
We don't do PowerPoint AI strategy. We build and ship AI products.
Services
AI and machine learning consulting to unlock intelligent capabilities in your products
AI-Powered Product Development
Custom AI features integrated into your existing products. Chatbots, content generation, document processing, semantic search, recommendation engines, and intelligent automation. We build AI features that users actually love.
LLM Application Architecture
RAG (Retrieval-Augmented Generation) pipelines, vector databases (Pinecone, Weaviate, pgvector), prompt engineering, fine-tuning strategies, and multi-model orchestration. We architect LLM systems that are accurate, fast, and cost-effective.
AI Agent Development
Autonomous agents that reason, plan, and execute multi-step workflows. Tool use, function calling, memory systems, and human-in-the-loop patterns. Built on Claude, GPT-4, and open-source models.
AI Infrastructure & MLOps
Model deployment pipelines, A/B testing frameworks, cost optimization (token usage, caching, model routing), observability (LangSmith, Helicone), and guardrails for safe, reliable AI in production.
AI Strategy & Readiness Assessment
Where can AI create real value in your business? We audit your workflows, data assets, and technical stack to identify high-ROI AI opportunities — then build them.
AI Coding Agents & Developer Tools
We're building the future of software development with AI coding agents. Expertise in Claude Code, Cursor, and autonomous development workflows.
Core
Technologies
State-of-the-art AI and ML tools for building intelligent applications
Claude (Anthropic)
Frontier reasoning models
GPT-4/o1 (OpenAI)
Advanced language models
Vercel AI SDK
LLM application framework
LangChain / LlamaIndex
Agent & RAG frameworks
Vector Databases
Pinecone, Weaviate, pgvector
Python / FastAPI
AI service backend
Prompt Engineering
Optimized model performance
Fine-tuning
Custom domain expertise
Make AI Work for Your Business
Let's identify the right AI opportunities and build solutions that deliver real, measurable impact.
Why Stoked Consulting for AI? Brian Stoker combines 25+ years of production engineering with deep, hands-on AI expertise — including building an AI-powered SaaS platform (stokd.cloud) from the ground up. We don't just prototype. We ship.
Building intelligent systems with cutting-edge AI