Speaking & Writing

Speaking topics, selected writing, and how to get in touch about talks, guest articles, and podcast appearances on enterprise AI architecture.

I write and speak about enterprise AI architecture — agent platforms, RAG and retrieval infrastructure, MCP and agent interoperability, governance, and the practical decisions architects and technology leaders face building AI-native systems. This page collects my speaking topics and selected writing, and is where new talks, guest articles, and media appearances will be listed as they happen.

Speaking Topics

I'm available for meetups, webinars, podcasts, and conference sessions on the following topics — each grounded in frameworks published on this site. Happy to adapt length and depth to your format.

Talk

Framework, Runtime, or Platform: The Decision Most Teams Get Wrong

Why "which agent framework should we use" is the wrong first question, and what actually belongs in an enterprise AI agent platform.

 Talk

RAG in Production: Where Retrieval Pipelines Actually Break

The failure modes that don't show up in a RAG demo, and the architecture decisions that prevent them at scale.

 Talk

The State of the AI Tooling Landscape

A working technology radar for AI models, agent frameworks, infrastructure, and practices — what to adopt now, what to hold off on.

 Talk

Sequencing Your Enterprise AI Architecture (So You Don't Rebuild It)

Why most AI architecture rework traces back to build order, not tool choice — a layer-by-layer sequencing model for data, gateway, integration, and orchestration.

 Talk

Governing Agents You Don't Fully Control

Human-in-the-loop design, access scoping, and the governance gap between how many enterprises run agents in production and how few can actually govern them.

 Talk

MCP and A2A: The Two Interoperability Standards Reshaping Agent Architecture

What each protocol actually solves, where they overlap, and how to decide when your organization needs either.

New to the speaking circuit as of 2026 — past engagements will be listed here as they're scheduled.

Selected Writing

Flagship pieces from this site. I'm also pursuing guest contributions to industry publications — that list will grow here as pieces are published.

Series · Part 1

LLM & Generative AI Foundations

Everything an enterprise architect needs to know, from The AI Architect's Blueprint series.

 Series · Part 2

RAG Systems & Vector Databases

Building retrieval pipelines that actually work in production.

 Series · Part 3

Agentic AI: Agents, MCP & Multi-Agent Systems

From single-tool agents to orchestrated agent networks.

 Series · Part 4

Enterprise AI Architecture

LLMOps, AI gateway, AI mesh, model registry, and the platform decision.

 Series · Part 5

AI Governance, Risk & Domain Applications

Building AI that enterprises can actually trust.

 Playbook

Enterprise RAG Playbook

A decision framework for building and governing retrieval-augmented generation at enterprise scale.

See the full Architecture Playbooks library for the complete set of frameworks referenced above.

Formats & Availability

Virtual or in-person · meetups, webinars, podcasts, panels, and conference sessions · 15–45 minutes, adaptable to your format · guest articles and technical deep-dives for engineering and architecture publications.

Get in touch

If you're organizing a meetup, podcast, or publication and think a topic here would be a fit, I'd love to hear from you.

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