Enterprise AI.
Built for SMEs.

From operational redesign to deployed AI systems — one partner, one stack, one measurable outcome.


What We Do

Business meets AI.
Built for SMEs.

Large enterprises have McKinsey and Accenture. Most SMEs get generic tools and generic advice. We deliver both strategy and working AI systems — tailored to your industry, at a scale and price that makes sense for your business.

Domain expertise

We understand your industry — not just AI.

Our team has deep hands-on experience in the industries we serve. We speak your language, understand your margins, and know where the real operational bottlenecks are before we write a single line of code.

Applied AI

Systems that run — not just reports that sit.

We build and deploy AI that works in your business every day — marketing engines, customer agents, scheduling tools, and dashboards. You see measurable improvements, not slide decks.

Research-backed

University research. Production-grade delivery.

Our approach integrates methods from leading AI research with real-world implementation. The result is robust, operational technology — not experimental prototypes.

01

AI Marketing Engine

Automated campaign creation, content generation including text, image, and video, ad management, and review monitoring and response.

02

AI Customer Agents

Conversational booking, FAQ handling, and follow-up sequences via WhatsApp, phone, and webchat. Your business stays responsive around the clock.

03

Smart Operations

Dynamic scheduling, capacity management, utilization optimization, and no-show prediction. Staff can access operational knowledge via voice and text.

04

Financial Cockpit

Unified dashboard connecting your existing systems to surface margin drivers, cash flow patterns, and unit economics in real time.


Solutions

Deep in your industry.
Not one-size-fits-all.

We go deep in specific industries rather than spreading thin. That focus means better results, faster deployment, and AI that actually understands how your business works.

Restaurant AI

Restaurants & Hospitality

Guest profiling and loyalty, AI-powered menu optimization, waste prediction and inventory management, automated social media content, promotional campaigns, and intelligent review monitoring and response.

Field Service AI

Cooling & Technical Services

Spare parts forecasting, maintenance contract management, automated proposal generation, technician scheduling and route optimization, follow-up sequences, and targeted local marketing.

Fitness AI

Fitness & Wellness

Trainer utilization and scheduling, class demand forecasting, member engagement tracking, personalized re-engagement campaigns, and automated content for social media and promotions.

Beauty Clinic AI

Beauty & Clinics

Treatment plan support, before-and-after documentation, appointment optimization, personalized service recommendations, and automated client communication and retention campaigns.

How we work with you.

A structured process from first conversation to measurable results.

1

Discovery

We learn your business inside out — operations, pain points, goals, and where AI can make the biggest difference. Full operational audit and workflow mapping.

2

Design

We architect your AI solution — selecting the right agents, automations, and analytics for your specific situation. You get a clear roadmap with projected outcomes.

3

Deploy

We build, test, and launch your systems. Your team gets trained. Everything goes live with full support and clear before-and-after metrics.

4

Optimize

Your AI systems learn and improve continuously. We monitor performance, refine models, and expand capabilities — your business gets smarter every month.


Pricing

Transparent pricing.
No enterprise surprises.

Start with a focused engagement. Scale into ongoing AI-powered operations as your business grows.

Getting Started

Discovery & Strategy

One-time engagement

We analyze your business, map your workflows, and design an AI transformation roadmap tailored to your operations.

  • Full operational audit
  • Workflow mapping & pain point analysis
  • AI opportunity identification
  • Custom transformation roadmap
  • ROI projection report
Ongoing

Operate & Optimize

Monthly subscription

Your AI systems run continuously. We monitor performance, optimize models, and evolve your setup as your business grows.

  • AI agent hosting & operation
  • Continuous performance monitoring
  • Monthly optimization cycles
  • New feature rollouts
  • Priority support & consulting

Team

Built by strategists,
researchers, and engineers.

A lean founding team combining business architecture, AI systems, and product delivery for SME transformation.

Yves-Alain Sommerhalder

Co-Founder

Strategic operations leader with deep experience in SME consulting and business process redesign across multiple industries.

Prof. Dr. Qing Zhong

Co-Founder

Academic researcher and applied AI specialist bridging the gap between cutting-edge research and real-world business applications.

Dr. Simon Cai

CTO

AI researcher and full-stack architect leading platform development and technical infrastructure for scalable business solutions.

William Ho

AI Engineer

Full-stack developer and machine learning engineer specializing in language models, RAG pipelines, and deploying production AI agents for workflow automation.

Next Step

Ready to engineer
your AI advantage?

If you run a business and want to see what AI can do for your operations — we'd like to hear from you.

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