Ship AI That Works

From problem to production in 8–12 weeks

We're builders, not consultants. While others deliver decks, we deliver systems, auditable agents, agentic AI, custom LLMs, and multi-agent architectures that run on your infrastructure, with your data.

Most companies spend 9+ months and millions on AI pilots that never ship. For over two decades, we've shipped ML in production. Today, we focus on one thing: proving value in weeks, not years.

Our Proof of Value (PoV) model delivers working software in 8–12 weeks, measured against your baselines, with full IP ownership. No strategy phases. No maturity assessments. Just engineers building systems that work.

Our expertise

Design adaptive AI agents that collaborate to solve complex tasks efficiently

From POCs to market-ready MVPs, accelerate your AI-driven innovation cycle

Data Governance, Data Security and Compliance with AI

Custom AI Solutions Designed to Tackle Unique Business Needs

AI & Conversational
Systems

Advanced Data Analytics: Transform Raw Data into Actionable Insights

Trusted by industry leaders

Unlock the Power of AI with Our Readiness and Strategic Development Toolkit

AI Assessment Starter Kit

By choosing the AI Assessment Starter Kit, you're laying the foundation for a comprehensive digital transformation. This strategic investment equips your business with the insights, tools, and roadmap needed to harness AI’s full potential, driving innovation, operational efficiency, and a competitive edge in the market.

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Strategic Development Toolkit

We understand that embarking on an AI journey can be both exciting and complex. Our AI Readiness and Strategic Development Toolkit helps you navigate every step, from evaluating your AI preparedness to creating a strategic roadmap and ensuring workforce readiness. We assess your current capabilities, align your AI initiatives with business goals, and provide a detailed plan for implementation, ensuring long-term success in a fast-evolving AI landscape.

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AI Transformation Framework

Implementing AI is a transformative journey that requires both strategic vision and precise execution. Our AI Transformation Framework is a comprehensive, customized guide designed to seamlessly integrate AI into your organization’s processes and culture. This framework provides a clear, step-by-step implementation plan that aligns your AI initiatives with your unique business goals, ensuring long-term success.

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Impact & Insights

AI AgentWhy Swiss Companies Need AI Builders, Not AI Consultants

Many teams search for AI consulting zurich; too many end with strategy decks that never reach production. Swiss organisations need AI development Zurich expertise; they need builders who ship auditable agents and custom LLM components on Swiss or EU infrastructure. This article explains the builder model, an 8 to 12 week Proof of Value cadence, the governance to demand, and a vendor checklist that protects IP and accelerates real impact. Quickly.

AI AgentAgentic AI - From "Proof of Concept" to "Proof of Value" in 90 Days

Agentic AI promises huge potential, but standard PoCs often fail to show business value. This post introduces the 90-day Proof of Value (PoV) pilot: a structured playbook from paterhn.ai to move beyond technical demos. Learn the 4 phases to define goals, build a Minimum Viable Agent, measure KPIs rigorously, and calculate ROI. Includes real examples & pitfalls to avoid. De-risk AI adoption & secure buy-in by proving tangible results in weeks.

AI AgentThe Last "Impossible": Why Claude's Shop Failure Signals AI's Business Breakthrough

The world is laughing at Claude's failed shop. They're missing the point. The experiment wasn't about profit; it was about discovery. This "failure" is a necessary step, a pattern I've seen since 2001. The path forward isn't perfect AI, but relentless iteration guided by core principles of alignment. This process, which we learned through our own "failures," is what turns today's mockery into tomorrow's market-defining breakthroughs.

AI AgentWhy 95% of Enterprise AI Fails and How to Fix It

95% of enterprise GenAI pilots deliver zero ROI. Your people already use personal ChatGPT while official tools stall. The barrier is human: no sponsor, weak workflow fit, no memory. Vendors sell demo ware that dies in production. The fix is agentic AI with persistent memory, deep integration, and an explanation layer. Start with one P&L line, ship a 12 week plan, cut BPO and agency spend, speed throughput, and measure money weekly. The window is closing.