News & Updates
Insights, updates, and guides from the Swa team.
Swa at the Vancouver Tech Crawl: Come Meet Us!
We’re excited to be at the Vancouver Tech Crawl this October 21st, presented by North Bank Innovations! If you’re in Vancouver and curious about what’s new in AI tooling for teams, come find us. The tech crawl brings together builders, founders, and folks working on real problems. We’ll be there talking about how Swa fits […]
Nothing crashed. No test failed. The answer was still wrong.
The short version of our PNSQC 2026 paper. The rest is in Portland on Tuesday, October 13. Software testing used to be rather simple. Known input, expected output, pass or fail. AI changed that. What gets less attention is what happens when you go from one model to many. One application talking to one model […]
Swa vs Grok Bot: A Serious AI Agent You Don’t Get to Point at the Right Model
xAI's Grok Bot is a genuinely different kind of AI agent. It's also bundled inside a code editor subscription, split across three separate products, and locked to a model you don't get to choose. Here's how it compares to Swa.
Intelligent Routing: The AI Feature That Saves 10+ Hours Per Week
Workers saving 10+ hours a week with AI are not using a better model, they are using several. Here is the research, the hidden time cost of choosing, and how Swa's intelligent routing removes it.
Take Care of What You’ve Got
A sixth-generation Oregonian's case for using AI wisely, and why good stewardship and good business are the same move.
Claude Tag vs Swa: Why Single-Model AI Is the Wrong Architecture for Most Companies
Anthropic just shipped Claude Tag. Here's how it compares to Swa across models, platforms, and the architectural question every enterprise needs to answer first.
FORMER NIKE DIGITAL TRANSFORMATION LEADERS LAUNCH INTERNATIONAL AI ORCHESTRATION PLATFORM DESIGNED FOR BUSINESS AT SCALE
The platform unifies the top generative AI models into one plug-and-play solution for business. CAMAS, WA, March 19, 2026 — Swa, a cutting-edge platform specializing in multi-agent generative AI solutions that revolutionize the way businesses operate, today announced its commercial launch. By combining seamless integration with enterprise-grade security and scalability, Swa enables companies to harness […]
The AI Hallucination Problem: When GenAI Gets a Little Too Creative
That’s why we built Swa — to make AI answers smarter, safer, and verifiable, without slowing you down. Imagine you’re having a conversation with a super smart, yet slightly eccentric friend who’s had one too many cups of coffee. They’re rattling off facts left and right, but every now and then, they throw in a […]
From Chaos to Clarity: How Swa Supercharges Small Businesses with AI
Picture this: You’re running a small coffee shop, juggling inventory, marketing, and that one employee who’s always “innovating” by turning the espresso machine into a Rube Goldberg contraption. Sound familiar? After decades in the trenches of big corporations—where confusion, overwork, and “why are we doing this?” questions run rampant—I’ve seen how these issues trickle down […]
Google Search vs. LLM: When to Use Each Tool
You probably use Google every day. But have you tried using an LLM like ChatGPT, Perplexity, or Grok for research? If not, you might be missing a powerful option. Search Engines Excel at Quick Answers Google and other search engines are fantastic for straightforward queries. Need to know today’s weather, your kid’s school calendar, or the date and location […]