70% of AI projects fail in the first year. Not because the technology breaks. Because of this.
They started with the tool.
"Let's get ChatGPT" is not a strategy. It's a subscription. The tool is the last decision. The problem is the first.
Nobody defined success.
If you can't describe the win before you build — in numbers — you can't recognise it after. And you can't keep it.
They quit at first friction.
Real AI implementation takes weeks. The first version will be imperfect. That's not failure. That's iteration.
The companies that get AI right start with a clear strategy, measurable outcomes, and a partner who knows both worlds. That's Vulpes.
We don't sell AI. We build your advantage.
All services →AI Transformation
Full strategy + implementation. We map your business, identify the highest-ROI opportunities, and build the AI infrastructure that moves the needle.
AI Support
Agents that handle 70–80% of customer queries automatically, 24/7. Your team focuses on what actually needs humans.
Learn more →◇AI Sales
Automated outreach, lead qualification, and follow-up sequences. Same team. 5× more pipeline.
Learn more →◉AI Content
Content pipelines that produce a week of posts from a single recording. Consistent, on-brand, at scale.
Learn more →◫AI Operations
Meeting summaries, document processing, reporting automation. The repetitive work that shouldn't need a human.
Learn more →◰AI Finance
Invoice automation, expense categorisation, financial dashboards. Better data, less manual work.
Learn more →From zero to a full AI-powered business in 3 weeks.
PureHaus is a premium cleaning company in Switzerland. One person, every function. We built their entire operating system using AI — marketing, sales, operations, website, and content — all automated.
Today their Instagram content generates itself. Quotes are sent automatically. Their website updates with one command.
Premium upholstery cleaning — AI-powered from day one.
“Built in weeks. Zero technical team required.”
AI intelligence. Every Tuesday.
One insight. One tool. One real-world build. No hype. No padding. Just what actually works.
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