The Factory Floor
What we're building, testing and learning.
Notes from active projects across web, AI, search, product and immersive work.
-
Google AI Mode SEO 2026: What Changed, What It Costs You, and How to Adapt
Organic traffic dropped after Google's AI Mode overhaul? Here's what changed at I/O 2026 across search rankings, AI Overviews, and Google Ads, and the specific steps to adapt your strategy and recover visibility.
-
How AI Will Affect College Graduates in the Next 4 Years
AI is eliminating entry-level jobs before graduates can land them. Here's what the data says and what the next four years might actually look like.
-
Choosing the Best Portland Web Design Company (2026)
Learning how to choose a Portland web design company is key to creating a website that not only looks great but also helps your business stand out in the city’s competitive digital marketplace. With thousands of local companies competing online and more than 80% of Portland residents searching for services on mobile, a professionally designed website is essential for visibility and growth. Your site is often the first impression you make, acting as your storefront, sales tool, and marketing hub. The right design partner understands Portland’s creative, competitive market and combines strong design, smart technology, and proven marketing strategies to turn your website into a true customer-acquisition engine.
-
How to Get Cited by AI Search Engines: The Complete AEO Guide
Get cited by ChatGPT, Perplexity, and Google AI Overviews. This AEO guide covers content structure, FAQPage schema, and platform-specific tactics that work.
-
How to Measure SEO When AI Search Hurts Your Click-Through Rate
AI-generated answers are killing organic CTR even when rankings hold. Learn which SEO metrics actually reflect performance in the AI search era, and how to report on them.
-
How to Build an AI Workflow Stack for Your Business (2026 Guide)
Small businesses experimenting with AI tools gain little advantage until they build structured workflow stacks that turn isolated prompts into repeatable systems. SLIDEFACTORY's three-layer framework connects LLMs with standardized prompts (Intelligence Layer), real business data (Data/Context Layer), and automated pipelines (Workflow Orchestration), implemented progressively from individual tasks to full automation. The competitive edge comes from treating AI as governed infrastructure rather than casual experimentation, enabling small teams to match the output of much larger organizations.
-
Beginner’s Guide to AI Project Management: How to Run Smarter Projects in 2026
A beginner's guide to AI project management in 2026: what it means, which tools to use, and how to run your first AI-powered project.
-
Claude Code vs Webflow vs WordPress: Is This the New Web Stack?
Anthropic's Claude Code and Claude Design just changed what it means to build a website. Here's how the new agentic web stack actually compares to Webflow and WordPress, with a practical comparison table, an honest take on where each platform still wins, and what mid-market businesses should do about it.
-
What Is Agentic AI? A Plain-English Guide for Businesses (2026)
Agentic AI is the most talked-about technology in business right now, but what does it actually do, where does it work, and is it ready for your company? A plain-English breakdown from Portland's AI consulting team, with the latest research from Stanford and Carnegie Mellon, and a practical readiness checklist.
-
Replace or Augment? The Wrong Question Businesses Are Asking About AI Agents
Every business is asking whether AI agents will replace their team. That's the wrong question. Here's the one that actually determines whether your AI investment works, and why augmentation, not replacement, is where the durable advantage lives.
-
Claude Finance Agents Are Here: What Anthropic’s Wall Street Launch Means for Every Business
Anthropic just deployed purpose-built Claude finance agents at Goldman Sachs, JPMorgan, Citi, AIG, Carlyle, and Visa, with a parallel mid-market track via Blackstone, Hellman & Friedman, and Goldman Sachs. Here's what that signals for every business and how to apply the same patterns at your scale.
-
Claude Code Removed from Anthropic’s Pro Plan. And It Reveals a Bigger AI Pricing Problem
Anthropic quietly pulled Claude Code from its $20 Pro plan this week, then reversed course under pressure. The pricing page is back to normal , but the underlying math isn't. Here's why it happened, how AI agents broke the subscription model, and what every business using AI tools should do about it.
What's next should be worth building.
New products. Better systems. More compelling experiences. Whatever the opportunity, we bring the thinking, creativity, and technical expertise to make it real.
Start a Conversation 4520 SE Belmont St, Suite 300Portland, Oregon