Canonical: https://www.strataigize.com/insights/topics/ai-automation/
Description: AI agents and automation in production: what to build, what it costs, and the governance that keeps it deployable. 17 articles from the Strataigize team.

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# AI & Automation.

AI agents and automation in production: what to build, what it costs, and the governance that keeps it deployable.

Compare practical uses for AI agents, implementation costs and operating risks. Look for the limits, review steps and ongoing maintenance a proposed system needs.

The work behind the writing: [AI Workflow Automation](https://www.strataigize.com/services/ai-automation-services/).

17 articles

## Browse the _articles._

-   [Karpathy's Three-Layer AI Method: What He Actually Said 11 min read](https://www.strataigize.com/insights/karpathy-three-layer-ai-method/)
-   [What an AI Agent Build Actually Includes 5 min read](https://www.strataigize.com/insights/what-an-ai-agent-build-includes/)
-   [What an AI Evaluation Actually Measures 7 min read](https://www.strataigize.com/insights/what-an-ai-evaluation-actually-measures/)
-   [When a Smaller AI Model Will Do 5 min read](https://www.strataigize.com/insights/when-a-smaller-ai-model-will-do/)
-   [Agent-led growth: test how assistants describe your business 4 min read](https://www.strataigize.com/insights/agent-led-growth/)
-   [Can an AI assistant buy from your business yet?4 min read](https://www.strataigize.com/insights/can-an-ai-assistant-buy-from-you/)
-   [Should your business be agent-callable, or is it a risk?5 min read](https://www.strataigize.com/insights/should-your-business-be-agent-callable/)
-   [The AI Agent Pilot That Survives Procurement 5 min read](https://www.strataigize.com/insights/ai-agent-pilot-that-survives-procurement/)
-   [AI Automation Agency Canada: Published Prices Compared 9 min read](https://www.strataigize.com/insights/best-ai-automation-agencies-canada/)
-   [Vancouver AI Automation Agencies: Scope and Prices 9 min read](https://www.strataigize.com/insights/best-ai-automation-agencies-vancouver/)
-   [Build vs Buy AI Agents: A 2026 Decision Rule 5 min read](https://www.strataigize.com/insights/build-vs-buy-ai-agents/)
-   [How Much Do AI Agents Cost in 2026?5 min read](https://www.strataigize.com/insights/how-much-do-ai-agents-cost/)
-   [24 Questions to Ask an AI Agent Vendor Before You Sign 5 min read](https://www.strataigize.com/insights/questions-to-ask-an-ai-agent-vendor/)
-   [How to Build an AI Lead-Gen System That Actually Works 6 min read](https://www.strataigize.com/insights/build-an-ai-lead-gen-system/)
-   [AI Automation for Service Businesses: Where to Start 6 min read](https://www.strataigize.com/insights/ai-automation-for-service-businesses/)
-   [Gemini Image Prompts: Photos and Edits 11 min read](https://www.strataigize.com/insights/gemini-image-prompts/)
-   [Copy-and-Paste ChatGPT Image Prompts: 21 Visual Ideas 7 min read](https://www.strataigize.com/insights/chatgpt-prompts-for-stunning-visuals/)

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