Xerensys Ai
Everyone's selling "AI transformation" right now. Most of them have never shipped a working system — just a chatbot with a logo on it, presented as strategy. Xerensys builds the other kind. We're a managed AI partner for ambitious companies across the US, UK, EU, and Canada — turning the work you already do into agentic workflows, models tuned on your data, and automation that keeps compounding long after the demo ends. Here's the part most vendors won't tell you: not every task needs your most expensive model. We build with Anthropic's Claude, OpenAI's GPT, and open-weight models like Llama, Mistral, Qwen, and DeepSeek — and we treat model choice as an engineering decision, not a loyalty test. Frontier models earn their keep on the hard reasoning, where being right matters more than being cheap. Open-weight models earn theirs everywhere else — high-volume, low-stakes, or sensitive work where a cheaper or free model gets the job done just as well, running in your environment, under your governance. Paying frontier prices for a task that doesn't need frontier reasoning isn't sophistication. It's margin you're handing someone else, quietly, on every single call. We size the model to the task, not the task to whatever's trendy. Sometimes that's Claude. Sometimes it's a fine-tuned open-weight model on infrastructure you control. Often it's both, split across a workflow so every step costs what it should — no more, no less. At scale, that discipline is the difference between an AI budget that holds and one that quietly doubles. In practice: agents that finish real work end-to-end, not ones that impress in a meeting and die in production. Systems built around how your business actually runs, not the other way around. Security and governance in from day one — not bolted on after something breaks. No hype. No science projects. No AI-strategy decks that go nowhere. We build the system, ship it, and stand by it At Xerensys: We don't just talk AI. We build
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Shawn Duffy
My career has been traveling, meeting great people and selling technology. · Other
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