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I test the tools so you don't have to

Each lab series picks a technology category, tests real products with real money, and publishes everything. Results, costs, code, and honest opinions. No vendor sponsorship.

Every experiment has a podcast episode

Every lab article has a matching podcast episode where I talk through the results, share stuff that didn't make the write-up, and answer listener questions.

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The CTAIO Lab Podcast

Building My AI Clone

Voice cloning, video avatars, lip sync, and the full production pipeline — tested with real money and real audio.

1 of 2 episodes published

E01
AI & Machine Learning Published

Voice AI & Real-Time AI

I tested three voice cloning engines with real money and real audio. Here's what I found about quality, cost, and where Voice AI is headed.

LiveKitTwilioDaily.coElevenLabs
E02
AI & Machine Learning

AI Video & World Generation

Voice clone done. Now I turn it into a talking-head video. I tested HeyGen, Sync Labs, and D-ID — lip-sync accuracy, avatar rendering pipelines, latency, and the real production costs.

Google GenieRoblox CubeByteDance SeedanceDecart Oasis

Enterprise Tech Deep Dives

Hands-on analysis of the platforms, tools, and infrastructure decisions that shape modern technology organizations.

0 of 11 episodes published

E03
AI & Machine Learning

LLM & Generative AI

How the foundation model race is reshaping enterprise AI strategy — from GPT to Claude to Gemini and open-source challengers.

OpenAI / ChatGPT EnterpriseAnthropic / ClaudeGoogle GeminiMeta Llama
E04
AI & Machine Learning This Week

AI Coding Editors & Agents

AI-powered coding is rewriting how engineering teams ship software. Which tools are production-ready and which are hype?

Claude CodeCursorGitHub CopilotWindsurf
E05
AI & Machine Learning

AI Agent Platforms

Autonomous AI agents are moving from demos to enterprise deployments. The platforms, patterns, and pitfalls leaders need to know.

OpenAI FrontierMicrosoft Agent 365Microsoft Copilot StudioAmazon Bedrock AgentCore
E06
SRE & Observability

Monitoring & APM

Observability spend is exploding. We break down the Datadog vs. open-source debate and what CTOs are actually choosing.

DatadogNew RelicGrafanaPrometheus
E07
Cloud & Infrastructure

Cloud Platforms

Multi-cloud, repatriation, or all-in on one provider? The real economics and trade-offs enterprise leaders face today.

AWSGoogle Cloud PlatformMicrosoft AzureCloudflare
E08
Cloud & Infrastructure

Containers & Orchestration

Kubernetes won the orchestration war. Now what? Platform teams, developer experience, and the next wave of container tooling.

DockerKubernetesTerraformHelm
E09
Security, Identity & Compliance

Identity & Access Management

Identity is the new perimeter. How zero-trust IAM is becoming the foundation of enterprise security architecture.

OktaAuth0Azure AD / Entra IDAWS IAM
E10
AI & Machine Learning

ML Infrastructure

From training to serving — the infrastructure stack that gets ML models from notebooks into production reliably.

TensorFlowPyTorchAWS SageMakerGoogle Vertex AI
E11
Cloud & Infrastructure

CI/CD & DevOps

AI-augmented pipelines are changing how teams build, test, and deploy. The state of CI/CD in the age of agents.

GitHub ActionsGitLab CIJenkinsCircleCI
E12

erp-enterprise

The $100M migration nobody wants to talk about. Why ERP modernization fails and the patterns that actually work.

E13

cdp-personalization

Customer data platforms are converging with AI personalization. The new martech stack for the post-cookie era.

These experiments feed directly into the advisory work I do with enterprise teams. If your organization needs help evaluating or deploying these technologies, take a look at the fractional CTO advisory services.

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