AI
AI consulting & development
We build practical AI that moves a real number, not demos that fall apart in production. From AI features and language-model integrations to getting your business found on ChatGPT and Perplexity, we help companies use AI where it actually pays off. Based in Morgantown, West Virginia, and remote-first across the country.
AI features & LLM integration
We build real AI features into your product, like assistants, chatbots, search, summarizing, and content generation, using large language models from providers like OpenAI and Anthropic. Integrated properly, with guardrails, so they hold up with real users.
- ▸Chatbots & assistants
- ▸LLM-powered search
- ▸Document & content automation
AI search optimization (AEO)
When people ask ChatGPT, Perplexity, or Google's AI for a recommendation, you want to be the answer. We optimize your site and content so AI assistants understand your business and surface it, the same way we do for our own.
- ▸Structured data & entity signals
- ▸Content built for AI answers
- ▸Visibility in AI Overviews
AI workflow automation
Cut the repetitive work. We use AI to automate the busywork that eats your team's time, like sorting requests, pulling data out of documents, drafting replies, and triaging support.
- ▸Document processing
- ▸Support triage
- ▸Internal automations
AI strategy & advisory
Not sure where AI fits, or whether it fits at all? We help you find the use cases worth doing, skip the ones that aren't, and avoid spending on AI that only looks good in a demo.
- ▸Use-case discovery
- ▸Build-or-buy on AI
- ▸Honest, hype-free advice
Practical AI, not hype.
It's never been easier to build an impressive AI demo, and never harder to ship one that holds up once real people use it. We start from a number you actually care about, design for the model being wrong sometimes, and tell you honestly when AI isn't the right answer. Sometimes the most useful thing we do is talk you out of a bad AI project.
Questions about AI, answered.
What kind of AI work do you actually do?
Four main things: building AI features into products (chatbots, search, summarizing) with language models, optimizing businesses to be found by AI assistants like ChatGPT and Perplexity, automating repetitive internal work with AI, and helping you decide where AI is actually worth using. All practical, none of it hype.
Can you help us get found on ChatGPT and AI search?
Yes. It's called answer engine optimization, and it's one of the things we do most. We make sure AI assistants and AI-powered search understand your business and recommend it. We've done it for our own site and for our clients' sites.
We're not sure AI is right for us. Can you help us decide?
That's a good place to start. We'll help you find the use cases worth doing and tell you honestly when AI isn't the answer. We'd rather talk you out of a bad AI project than sell you one.
Which AI providers do you build with?
Mainly the major language model providers like OpenAI and Anthropic, plus open models when they fit. We pick based on what your use case needs, not on what's trendy, and we design so you're not locked to one vendor.
How do you keep AI features reliable?
AI models are confidently wrong sometimes, so we plan for it: a person reviewing the high-stakes work, clear fallbacks when the model fails, and ongoing testing instead of a one-time check before launch.
Thinking about AI for your business?
Tell us what you're trying to do. We'll tell you honestly whether AI helps, and how we'd approach it. We reply within one business day.
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