Service
AI & Automation
I apply AI where it creates real business value — not hype. From LLM-powered assistants and retrieval-augmented content to workflow automation that removes repetitive work, I build AI features that are grounded, safe and production-ready.
What's included
LLM-Powered Assistants
Retrieval-augmented chatbots and assistants grounded in your own content and data.
Content & Workflow Automation
Automate drafting, summarization, tagging and reporting pipelines with structured, validated output.
AI-Readable Websites (AEO)
Optimize content for AI search and assistants so your brand is cited, not skipped.
Prompt Engineering
Design reliable prompt systems with guardrails for consistent, on-brand responses.
AI Search & RAG
Build semantic search and question-answering over your documents and FAQs.
Process Automation
Connect tools and eliminate manual steps with no-code and code-based automation.
How I work
Identify
Find the highest-value, lowest-risk places to apply AI.
Prototype
Quick, grounded prototypes to validate feasibility and quality.
Productionize
Add guardrails, evaluation, monitoring and fallbacks.
Measure
Track accuracy, cost and business impact; iterate.
Common questions
Can you build a chatbot trained on my documents?
Yes. I build retrieval-augmented generation (RAG) systems that answer from your own content with citations, so responses stay grounded and trustworthy.
What is AEO and why does it matter?
Answer Engine Optimization makes your content legible to AI assistants like ChatGPT, Gemini and Perplexity. I implement llms.txt, structured data and AI-catalog files so AI systems can surface and cite your brand.
Do you integrate with OpenAI, Anthropic and other models?
Yes — I work across the major model providers and can route to the best model for each task based on quality, latency and cost.
Ready to talk ai & automation?
Tell me about your project and I'll map the fastest path to launch.