Beyond the Pilot Into Daily Operations

Swiss SMEs sit at an AI inflection point. Pilots launch fast but daily routines still break. We bridge the gap between AI prototype and production workflow. Whether it is GPT for document processing, Claude for customer communication, or local models for compliance-sensitive data, we integrate AI where it actually saves time, not where it looks impressive in a demo

Guardrails before scale

Every AI integration we build includes monitoring dashboards, fallback logic for when models fail, cost controls, and data-handling documentation that satisfies Swiss compliance requirements. We set guardrails before scale, not after the first production incident.

What we deliver

Integrate AI

Book a call. We identify where AI saves the most time in your current workflow and propose a guardrailed pilot.

What AI Integration Means for Swiss SMEs

AI integration connects AI capabilities to existing business operations so recurring decisions and workflows run without founder involvement. Two thirds of Swiss SMEs experiment with AI but most lack the operational structure to move from pilot to production

AXA KMU-Arbeitsmarktstudie 2025AXA / Sotomo

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Discovery

Two thirds of Swiss SMEs try AI but can't operationalize it. We build the structure your team runs without you. Book a free discovery call

Practical Notes From Delivery Weeks

Short insights from real engagements where proven foundations become handover-ready operations

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