By Sebastian Chedal
What Is an AI Agent? (The Plain English Version) An AI agent is software that can perceive its environment, reason about a goal, and take action on its own. It does not wait for prompts or just answer questions. It works. That distinction is practical, not semantic. Most AI tools in business today are conversational:…
By Sebastian Chedal
Why You Need an AI Readiness Checklist (Not Just a Strategy) Most companies that fail at AI don’t fail because they picked the wrong model or the wrong vendor. They fail because they weren’t operationally ready to use what they built. An MIT study found that 95% of generative AI implementations showed no measurable impact…
By Sebastian Chedal
Portland’s AI Consulting Landscape in 2026 A search for “AI consulting Portland Oregon” returns mostly directory listings, not actual consultants. Clutch and DesignRush dominate the first page. Template location pages from companies in Eastern Europe or Southeast Asia fill the gaps. A handful of legitimate local firms have pages up, but they’re short on substance….
By Sebastian Chedal
Why Most AI Readiness Assessments Are Broken The first page of results for “AI readiness assessment tool” is dominated by vendor funnels. Microsoft pushes you toward Azure, Cisco evaluates your infrastructure readiness for their hardware, and Avanade steers you into the Microsoft ecosystem. Every major assessment tool on page one exists to sell you something…
By Sebastian Chedal
The billable hour model is collapsing. Clients won’t pay for ten hours of junior copywriting when AI can produce equivalent or better quality output in seconds. They will, however, pay for strategy, for results, and for someone who can deploy and manage the AI agents that run their business operations. The agency of 2026 looks…
By Sebastian Chedal
This article is adapted from our video walkthrough of the system. If you prefer to watch, here’s the full video. Our Production Agent Team Our AI agent team publishes researched, reviewed, brand-aligned content for $2-5 per piece, autonomously. Here’s how we built it and what went wrong along the way. Most businesses thinking about AI…
By Sebastian Chedal
If your AI pilot stalled, you’re in the majority. Not a slim majority. An overwhelming one. The numbers across multiple independent studies all point the same direction: most AI pilots never reach production. The problem usually isn’t the technology. It’s five predictable patterns in how organizations plan, resource, and execute these projects. All five are…
By Sebastian Chedal
A manufacturing company brought us in to figure out which AI tools their engineering team needed. We started by listening. What we found was that the biggest time drain had nothing to do with AI at all. Engineers were being interrupted throughout the day with ad-hoc questions from colleagues and customers. Batching those into a…
By Sebastian Chedal
There are two worlds operating simultaneously right now. In the first world, companies use AI conversationally. They ask questions in a browser, run ChatGPT for writing tasks, and use Copilot in Excel to write formulas. Leaders in this world believe they are “doing AI,” but they are doing the 2024 version of AI. In the…
By Sebastian Chedal
A practical guide to getting started with Agentic Coding — what it is, how it differs from AI-assisted coding, the minimum agent network you need, and how documentation makes or breaks the whole approach.
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