AI in Customer Service for Swiss SMEs
Customer Service & Support

AI in Customer Service for Swiss SMEsPersonal Service, Twice as Fast.

As your Swiss boutique consultancy, we show your SME how to intelligently pre-process email inquiries, phone notes, and support tickets in Microsoft 365, HubSpot, or Zendesk – personal, multilingual, and with safeguards aligned with the Swiss FADP.

YOUR AI ORIENTATION
01FOCUS & APPLICATION AREA

AI means so many things. Which AI do you actually need? What is your specific area of application?

02FROM EXPERIMENT TO ENTERPRISE

We help - from short-term pilot projects and rapid experiments all the way to enterprise solutions.

03DISCOVER THE POSSIBILITIES

Simply streamline daily workflows or transform an entire business unit with autonomous agents? Discover the possibilities with us.

Competitive Advantages

Why AI in Customer Service.

15% More Customer Issues Resolved per Hour
Advantage 01

15% More Customer Issues Resolved per Hour

A large-scale field study by researchers at Stanford University and MIT across 5,172 support agents demonstrated an average productivity gain of 15% more resolved inquiries per hour when teams are assisted by an AI copilot. Brynjolfsson et al., QJE 2025

Instant Reply Drafts in Outlook, HubSpot & Zendesk
Advantage 02

Instant Reply Drafts in Outlook, HubSpot & Zendesk

Your customers expect fast responses today – even when your small back-office team is working at full capacity. An AI copilot grounded in your own product data, price lists, and FAQs prepares ready-to-send reply drafts in your company's tone of voice for one-click approval.

Advantage 03

Multilingual Swiss Service (DE, FR, IT, EN & Dialect)

Serve clients in Western Switzerland, Ticino, or internationally in flawless native quality – even if nobody on your SME team is fluent in French or Italian right now. Swiss German voice messages and phone calls can also be accurately transcribed and summarized.

36% Faster Onboarding of New Team Members
Advantage 04

36% Faster Onboarding of New Team Members

In the same QJE study, newly onboarded agents benefited most with a productivity boost of up to 36%: Because AI immediately surfaces company knowledge from manuals and past cases, new hires reach the level of experienced staff much faster. QJE 2025

Smart Pre-Qualification Instead of Annoying Chatbots
Advantage 05

Smart Pre-Qualification Instead of Annoying Chatbots

Nobody likes impersonal bots that trap customers in endless loops. For your SME, we design friendly, lean assistants that answer routine questions (such as delivery status, opening hours, or forms) immediately and hand over complex inquiries neatly summarized to the right person.

Our Boutique Offer

AI: Strategy & Training

As your Swiss boutique consultancy, we guide your SME from pragmatic quick wins to hands-on team workshops.

Free Initial Consultation

Straightforward and non-binding

Let's find out together what AI potential lies dormant in your department – pragmatically and at eye level.

30 Minutes

Hands-On AI Workshop for Customer Service & Back Office

Choose the right format: AI Basic Seminar (1 day), AI Practical Seminar (1 day), or AI Intensive Workshop (2 days). Our seminar page lists the scope, prerequisites and official prices. We adapt the exercises to your tasks and your team’s experience.

To our seminars

SME Service Potential Analysis & Knowledge Copilot

We analyze your inquiry volume, structure your existing documents, and build an FADP-compliant internal knowledge copilot or email assistant directly for Microsoft 365, HubSpot, or Zendesk – at a clear fixed price.

To our consulting services

Trust through Swiss Standards and Security

Swiss Data Residency & FADP

Customer data stays protected: We exclusively use infrastructures with data residency in Switzerland or the EU and a guaranteed No-Training Policy.

Humans Stay in Control (Human-in-the-Loop)

Your customers continue to experience your personal SME touch – while AI prepares the perfect draft for your team in the background.

Fits Your Existing SME IT

Fast integration with shared mailboxes in Outlook/Microsoft 365, HubSpot, Zendesk, Freshdesk, or weclapp without multi-month IT projects.

Transparent Fixed Prices for SMEs

Predictable packages with in-house workshops and potential analyses at fixed prices.

Empirical Evidence & Primary Sources

Research and guidance in context

Research can help identify useful applications. It does not replace testing the outcome in your own business.

15 %2025

More resolved issues per hour in the study

The study Generative AI at Work reports an average 15% increase in resolved issues per hour in the customer-support setting studied. Results varied by experience and do not predict the outcome for every team.

15 %2025

More resolved issues per hour in the study

The study Generative AI at Work reports an average 15% increase in resolved issues per hour in the customer-support setting studied. Results varied by experience and do not predict the outcome for every team.

65%2025

of AI-using SMEs confirm performance gains

In the cross-national OECD survey (2025), SMEs highlight customer communication and support as one of the primary areas where generative AI improves daily work quality.

FAQ

Frequently Asked Questions

01

As an SME, we value personal customer contact – doesn't AI feel impersonal?

  • That is precisely why we primarily rely on the 'copilot principle' (Human-in-the-Loop) for Swiss SMEs: Instead of an anonymous bot messaging your customers, the AI researches order status or technical datasheets in the background within seconds and suggests a well-crafted email to your employee. Your team reviews it briefly and clicks send.
02

How do we prevent AI from quoting wrong prices or making false promises?

  • Through Retrieval-Augmented Generation (RAG), we strictly ground the AI in your approved documents, price lists, and manuals. If the assistant cannot find an unambiguous answer there, it does not guess – it flags the section for your employee.
03

Can we use it to answer inquiries in French, Italian, or English?

  • Yes, that is one of the biggest quick wins for Swiss SMEs. Your German-speaking back office can process a complex technical inquiry from Western Switzerland or Ticino in German – and the AI assistant translates the reply with technical and linguistic precision using your company terminology.
04

How much effort does it take to get started in our SME?

  • Choose the right format: AI Basic Seminar (1 day), AI Practical Seminar (1 day), or AI Intensive Workshop (2 days). Our seminar page lists the scope, prerequisites and official prices. We adapt the exercises to your tasks and your team’s experience.

Artificial Intelligence tailored to your industry

We are happy to assist you in consulting on your business processes and within your selected industries:

Banking & Finance

Banking & Finance

In the highly regulated financial sector, AI secures your competitive edge: We guide you in automating reports and ensuring robust compliance.

Our Solution Horizons

Banking & Finance

Short-term

  • -Read KYC & balance sheets
  • -Chatbots for FAQs
  • -Automated financial reports

Medium-term

  • -Precise credit scoring
  • -Real-time fraud detection
  • -Next-Best-Action recommendations

Long-term

  • -On-Premise LLMs
  • -Market trend analysis
  • -Automated asset management
Construction

Construction

Prevent planning errors and costly delays. We show you how to analyze contracts and construction logs efficiently using AI assistants.

Our Solution Horizons

Construction

Short-term

  • -Analyze building contracts
  • -AI defect recording
  • -Construction diary automation

Medium-term

  • -Predictive construction planning
  • -Resource scheduling
  • -AI price estimation

Long-term

  • -BIM & Digital Twins
  • -Drone site monitoring
  • -Predictive maintenance
Education Sector

Education Sector

Shape the future of education: We support schools and academies in optimizing curricula with AI and enabling personalized learning paths.

Our Solution Horizons

Education Sector

Short-term

  • -Design curricula
  • -FAQ automation
  • -Exam grading

Medium-term

  • -Learning pattern recognition
  • -Adaptive learning pace
  • -Automated timetables

Long-term

  • -Personalized AI tutors
  • -Dropout prevention
  • -University knowledge base
Real Estate

Real Estate

Relieve your property management team. We help you automate listing generation, process damage reports faster, and match the right prospects.

Our Solution Horizons

Real Estate

Short-term

  • -Exposé generation
  • -AI damage reporting
  • -Prospect matching

Medium-term

  • -AI price determination
  • -Billing verification
  • -Portfolio analytics

Long-term

  • -IoT energy optimization
  • -Smart Building
  • -ESG reporting
Retail & E-Commerce

Retail & E-Commerce

Take your e-commerce business to the next level: We demonstrate how to increase sales through smart product recommendations and automated content.

Our Solution Horizons

Retail & E-Commerce

Short-term

  • -Content automation
  • -24/7 Chatbots
  • -Conversion optimization

Medium-term

  • -Hyper-personalization
  • -Dynamic pricing
  • -Visual product search

Long-term

  • -Demand forecasting
  • -Enterprise-wide RAG
  • -Autonomous supply chain
Hotel & Gastronomy

Hotel & Gastronomy

Deliver excellent guest service despite staff shortages. We assist you in automating booking inquiries and optimizing shift planning.

Our Solution Horizons

Hotel & Gastronomy

Short-term

  • -Automated bookings
  • -Review analysis
  • -Content & menus

Medium-term

  • -Dynamic pricing
  • -Smart shift planning
  • -Predictive purchasing

Long-term

  • -IoT guest experience
  • -Trend forecasting
  • -Tailored AIs
Agriculture

Agriculture

Implement smart farming pragmatically: We support you in utilizing drone and soil sensor data to maximize crop yields and optimize routes.

Our Solution Horizons

Agriculture

Short-term

  • -Automated funding applications
  • -Price forecasts
  • -Agrar-Chatbots

Medium-term

  • -Yield predictions
  • -Precision fertilization
  • -Route optimization

Long-term

  • -Drone pest detection
  • -Autonomous tractors
  • -Livestock monitoring
Transport & Logistics

Transport & Logistics

Optimize your supply chains and routing. We help you automate customs document parsing and monitor logistics in real time.

Our Solution Horizons

Transport & Logistics

Short-term

  • -Capture customs documents
  • -Automated inquiries
  • -Real-time dashboards

Medium-term

  • -Inventory prediction
  • -AI route planning
  • -Predictive maintenance

Long-term

  • -Market forecasts
  • -Digital twins
  • -Self-driving fleets
Production & Manufacturing

Production & Manufacturing

Minimize unplanned downtime in your manufacturing plant. We show you how to plan maintenance predictively and process order data more efficiently.

Our Solution Horizons

Production & Manufacturing

Short-term

  • -Extract orders
  • -Manuals search
  • -Service assistance

Medium-term

  • -Predictive maintenance
  • -AI production planning
  • -Predictive purchasing

Long-term

  • -Digital twins
  • -Computer vision
  • -Autonomous machines
Insurance

Insurance

Accelerate your claims processing. We guide you in introducing AI for automated document verification and more precise risk assessment.

Our Solution Horizons

Insurance

Short-term

  • -Claims extraction
  • -AI chatbots
  • -Sales support

Medium-term

  • -Dark processing
  • -Precise underwriting
  • -Fraud detection

Long-term

  • -Cancellation forecasts
  • -Dynamic pricing
  • -Internal RAG systems
Healthcare

Healthcare

More time for your patients, less paperwork: We support hospitals and practices in automating medical letters and billing via AI.

Our Solution Horizons

Healthcare

Short-term

  • -Automated doctor's letters
  • -AI appointment scheduling
  • -Diagnosis coding

Medium-term

  • -Patient forecasting
  • -OR optimization
  • -Predictive purchasing

Long-term

  • -Image analysis (MRI/X-ray)
  • -Predictive care
  • -Study data analysis
Pharma & Life Sciences

Pharma & Life Sciences

Accelerate research cycles and literature screenings. We show you how to analyze complex study data more efficiently and ensure compliance.

Our Solution Horizons

Pharma & Life Sciences

Short-term

  • -Create study reports
  • -Literature screening
  • -Guideline comparison

Medium-term

  • -Bottleneck avoidance
  • -Supply-chain AI
  • -Process optimization

Long-term

  • -Drug prediction
  • -Patient selection
  • -Secure research AIs
Fiduciary & Tax Advisory

Fiduciary & Tax Advisory

Relieve your mandate managers during peak season: We show you how to review receipts, tax assessments, and Swiss CO contracts faster and securely under the Swiss FADP.

Our Solution Horizons

Fiduciary & Tax Advisory

Short-term

  • -Receipt & contract extraction
  • -Tax objection drafts
  • -Firm knowledge base

Medium-term

  • -Abacus & Bexio pre-auditing
  • -Payroll & VAT plausibility
  • -Automated client onboarding

Long-term

  • -Swiss-hosted firm RAG
  • -Predictive SME controlling
  • -Automated tax analysis
Architecture & Engineering

Architecture & Engineering

More time for design and site management: We support planning firms in accelerating SIA code checks, building permits, and tendering using AI assistants.

Our Solution Horizons

Architecture & Engineering

Short-term

  • -SIA codes & KBOB review
  • -Building specs & minutes
  • -Tender analysis

Medium-term

  • -NPK tendering & bid comparison
  • -AI defect management
  • -Competition visualization

Long-term

  • -BIM quality assurance (IFC)
  • -Parametric feasibility
  • -Firm-wide project RAG
Public Administration

Public Administration

Citizen-centric service despite tight resources: We guide municipalities, cities, and cantons in introducing AI securely under cantonal data protection laws.

Our Solution Horizons

Public Administration

Short-term

  • -Minutes & official rulings
  • -Multilingual citizen inquiries
  • -Legal & bylaw research

Medium-term

  • -GEVER knowledge assistance
  • -Application pre-screening
  • -Automated inquiry triage

Long-term

  • -On-Premise government LLM
  • -Cantonal e-government AI
  • -Infrastructure forecasting
Banking & Finance

Banking & Finance

In the highly regulated financial sector, AI secures your competitive edge: We guide you in automating reports and ensuring robust compliance.

Our Solution Horizons

Banking & Finance

Short-term

  • -Read KYC & balance sheets
  • -Chatbots for FAQs
  • -Automated financial reports

Medium-term

  • -Precise credit scoring
  • -Real-time fraud detection
  • -Next-Best-Action recommendations

Long-term

  • -On-Premise LLMs
  • -Market trend analysis
  • -Automated asset management
Construction

Construction

Prevent planning errors and costly delays. We show you how to analyze contracts and construction logs efficiently using AI assistants.

Our Solution Horizons

Construction

Short-term

  • -Analyze building contracts
  • -AI defect recording
  • -Construction diary automation

Medium-term

  • -Predictive construction planning
  • -Resource scheduling
  • -AI price estimation

Long-term

  • -BIM & Digital Twins
  • -Drone site monitoring
  • -Predictive maintenance
Education Sector

Education Sector

Shape the future of education: We support schools and academies in optimizing curricula with AI and enabling personalized learning paths.

Our Solution Horizons

Education Sector

Short-term

  • -Design curricula
  • -FAQ automation
  • -Exam grading

Medium-term

  • -Learning pattern recognition
  • -Adaptive learning pace
  • -Automated timetables

Long-term

  • -Personalized AI tutors
  • -Dropout prevention
  • -University knowledge base
Real Estate

Real Estate

Relieve your property management team. We help you automate listing generation, process damage reports faster, and match the right prospects.

Our Solution Horizons

Real Estate

Short-term

  • -Exposé generation
  • -AI damage reporting
  • -Prospect matching

Medium-term

  • -AI price determination
  • -Billing verification
  • -Portfolio analytics

Long-term

  • -IoT energy optimization
  • -Smart Building
  • -ESG reporting
Retail & E-Commerce

Retail & E-Commerce

Take your e-commerce business to the next level: We demonstrate how to increase sales through smart product recommendations and automated content.

Our Solution Horizons

Retail & E-Commerce

Short-term

  • -Content automation
  • -24/7 Chatbots
  • -Conversion optimization

Medium-term

  • -Hyper-personalization
  • -Dynamic pricing
  • -Visual product search

Long-term

  • -Demand forecasting
  • -Enterprise-wide RAG
  • -Autonomous supply chain
Hotel & Gastronomy

Hotel & Gastronomy

Deliver excellent guest service despite staff shortages. We assist you in automating booking inquiries and optimizing shift planning.

Our Solution Horizons

Hotel & Gastronomy

Short-term

  • -Automated bookings
  • -Review analysis
  • -Content & menus

Medium-term

  • -Dynamic pricing
  • -Smart shift planning
  • -Predictive purchasing

Long-term

  • -IoT guest experience
  • -Trend forecasting
  • -Tailored AIs
Agriculture

Agriculture

Implement smart farming pragmatically: We support you in utilizing drone and soil sensor data to maximize crop yields and optimize routes.

Our Solution Horizons

Agriculture

Short-term

  • -Automated funding applications
  • -Price forecasts
  • -Agrar-Chatbots

Medium-term

  • -Yield predictions
  • -Precision fertilization
  • -Route optimization

Long-term

  • -Drone pest detection
  • -Autonomous tractors
  • -Livestock monitoring
Transport & Logistics

Transport & Logistics

Optimize your supply chains and routing. We help you automate customs document parsing and monitor logistics in real time.

Our Solution Horizons

Transport & Logistics

Short-term

  • -Capture customs documents
  • -Automated inquiries
  • -Real-time dashboards

Medium-term

  • -Inventory prediction
  • -AI route planning
  • -Predictive maintenance

Long-term

  • -Market forecasts
  • -Digital twins
  • -Self-driving fleets
Production & Manufacturing

Production & Manufacturing

Minimize unplanned downtime in your manufacturing plant. We show you how to plan maintenance predictively and process order data more efficiently.

Our Solution Horizons

Production & Manufacturing

Short-term

  • -Extract orders
  • -Manuals search
  • -Service assistance

Medium-term

  • -Predictive maintenance
  • -AI production planning
  • -Predictive purchasing

Long-term

  • -Digital twins
  • -Computer vision
  • -Autonomous machines
Insurance

Insurance

Accelerate your claims processing. We guide you in introducing AI for automated document verification and more precise risk assessment.

Our Solution Horizons

Insurance

Short-term

  • -Claims extraction
  • -AI chatbots
  • -Sales support

Medium-term

  • -Dark processing
  • -Precise underwriting
  • -Fraud detection

Long-term

  • -Cancellation forecasts
  • -Dynamic pricing
  • -Internal RAG systems
Healthcare

Healthcare

More time for your patients, less paperwork: We support hospitals and practices in automating medical letters and billing via AI.

Our Solution Horizons

Healthcare

Short-term

  • -Automated doctor's letters
  • -AI appointment scheduling
  • -Diagnosis coding

Medium-term

  • -Patient forecasting
  • -OR optimization
  • -Predictive purchasing

Long-term

  • -Image analysis (MRI/X-ray)
  • -Predictive care
  • -Study data analysis
Pharma & Life Sciences

Pharma & Life Sciences

Accelerate research cycles and literature screenings. We show you how to analyze complex study data more efficiently and ensure compliance.

Our Solution Horizons

Pharma & Life Sciences

Short-term

  • -Create study reports
  • -Literature screening
  • -Guideline comparison

Medium-term

  • -Bottleneck avoidance
  • -Supply-chain AI
  • -Process optimization

Long-term

  • -Drug prediction
  • -Patient selection
  • -Secure research AIs
Fiduciary & Tax Advisory

Fiduciary & Tax Advisory

Relieve your mandate managers during peak season: We show you how to review receipts, tax assessments, and Swiss CO contracts faster and securely under the Swiss FADP.

Our Solution Horizons

Fiduciary & Tax Advisory

Short-term

  • -Receipt & contract extraction
  • -Tax objection drafts
  • -Firm knowledge base

Medium-term

  • -Abacus & Bexio pre-auditing
  • -Payroll & VAT plausibility
  • -Automated client onboarding

Long-term

  • -Swiss-hosted firm RAG
  • -Predictive SME controlling
  • -Automated tax analysis
Architecture & Engineering

Architecture & Engineering

More time for design and site management: We support planning firms in accelerating SIA code checks, building permits, and tendering using AI assistants.

Our Solution Horizons

Architecture & Engineering

Short-term

  • -SIA codes & KBOB review
  • -Building specs & minutes
  • -Tender analysis

Medium-term

  • -NPK tendering & bid comparison
  • -AI defect management
  • -Competition visualization

Long-term

  • -BIM quality assurance (IFC)
  • -Parametric feasibility
  • -Firm-wide project RAG
Public Administration

Public Administration

Citizen-centric service despite tight resources: We guide municipalities, cities, and cantons in introducing AI securely under cantonal data protection laws.

Our Solution Horizons

Public Administration

Short-term

  • -Minutes & official rulings
  • -Multilingual citizen inquiries
  • -Legal & bylaw research

Medium-term

  • -GEVER knowledge assistance
  • -Application pre-screening
  • -Automated inquiry triage

Long-term

  • -On-Premise government LLM
  • -Cantonal e-government AI
  • -Infrastructure forecasting
Banking & Finance

Banking & Finance

In the highly regulated financial sector, AI secures your competitive edge: We guide you in automating reports and ensuring robust compliance.

Our Solution Horizons

Banking & Finance

Short-term

  • -Read KYC & balance sheets
  • -Chatbots for FAQs
  • -Automated financial reports

Medium-term

  • -Precise credit scoring
  • -Real-time fraud detection
  • -Next-Best-Action recommendations

Long-term

  • -On-Premise LLMs
  • -Market trend analysis
  • -Automated asset management
Construction

Construction

Prevent planning errors and costly delays. We show you how to analyze contracts and construction logs efficiently using AI assistants.

Our Solution Horizons

Construction

Short-term

  • -Analyze building contracts
  • -AI defect recording
  • -Construction diary automation

Medium-term

  • -Predictive construction planning
  • -Resource scheduling
  • -AI price estimation

Long-term

  • -BIM & Digital Twins
  • -Drone site monitoring
  • -Predictive maintenance
Education Sector

Education Sector

Shape the future of education: We support schools and academies in optimizing curricula with AI and enabling personalized learning paths.

Our Solution Horizons

Education Sector

Short-term

  • -Design curricula
  • -FAQ automation
  • -Exam grading

Medium-term

  • -Learning pattern recognition
  • -Adaptive learning pace
  • -Automated timetables

Long-term

  • -Personalized AI tutors
  • -Dropout prevention
  • -University knowledge base
Real Estate

Real Estate

Relieve your property management team. We help you automate listing generation, process damage reports faster, and match the right prospects.

Our Solution Horizons

Real Estate

Short-term

  • -Exposé generation
  • -AI damage reporting
  • -Prospect matching

Medium-term

  • -AI price determination
  • -Billing verification
  • -Portfolio analytics

Long-term

  • -IoT energy optimization
  • -Smart Building
  • -ESG reporting
Retail & E-Commerce

Retail & E-Commerce

Take your e-commerce business to the next level: We demonstrate how to increase sales through smart product recommendations and automated content.

Our Solution Horizons

Retail & E-Commerce

Short-term

  • -Content automation
  • -24/7 Chatbots
  • -Conversion optimization

Medium-term

  • -Hyper-personalization
  • -Dynamic pricing
  • -Visual product search

Long-term

  • -Demand forecasting
  • -Enterprise-wide RAG
  • -Autonomous supply chain
Hotel & Gastronomy

Hotel & Gastronomy

Deliver excellent guest service despite staff shortages. We assist you in automating booking inquiries and optimizing shift planning.

Our Solution Horizons

Hotel & Gastronomy

Short-term

  • -Automated bookings
  • -Review analysis
  • -Content & menus

Medium-term

  • -Dynamic pricing
  • -Smart shift planning
  • -Predictive purchasing

Long-term

  • -IoT guest experience
  • -Trend forecasting
  • -Tailored AIs
Agriculture

Agriculture

Implement smart farming pragmatically: We support you in utilizing drone and soil sensor data to maximize crop yields and optimize routes.

Our Solution Horizons

Agriculture

Short-term

  • -Automated funding applications
  • -Price forecasts
  • -Agrar-Chatbots

Medium-term

  • -Yield predictions
  • -Precision fertilization
  • -Route optimization

Long-term

  • -Drone pest detection
  • -Autonomous tractors
  • -Livestock monitoring
Transport & Logistics

Transport & Logistics

Optimize your supply chains and routing. We help you automate customs document parsing and monitor logistics in real time.

Our Solution Horizons

Transport & Logistics

Short-term

  • -Capture customs documents
  • -Automated inquiries
  • -Real-time dashboards

Medium-term

  • -Inventory prediction
  • -AI route planning
  • -Predictive maintenance

Long-term

  • -Market forecasts
  • -Digital twins
  • -Self-driving fleets
Production & Manufacturing

Production & Manufacturing

Minimize unplanned downtime in your manufacturing plant. We show you how to plan maintenance predictively and process order data more efficiently.

Our Solution Horizons

Production & Manufacturing

Short-term

  • -Extract orders
  • -Manuals search
  • -Service assistance

Medium-term

  • -Predictive maintenance
  • -AI production planning
  • -Predictive purchasing

Long-term

  • -Digital twins
  • -Computer vision
  • -Autonomous machines
Insurance

Insurance

Accelerate your claims processing. We guide you in introducing AI for automated document verification and more precise risk assessment.

Our Solution Horizons

Insurance

Short-term

  • -Claims extraction
  • -AI chatbots
  • -Sales support

Medium-term

  • -Dark processing
  • -Precise underwriting
  • -Fraud detection

Long-term

  • -Cancellation forecasts
  • -Dynamic pricing
  • -Internal RAG systems
Healthcare

Healthcare

More time for your patients, less paperwork: We support hospitals and practices in automating medical letters and billing via AI.

Our Solution Horizons

Healthcare

Short-term

  • -Automated doctor's letters
  • -AI appointment scheduling
  • -Diagnosis coding

Medium-term

  • -Patient forecasting
  • -OR optimization
  • -Predictive purchasing

Long-term

  • -Image analysis (MRI/X-ray)
  • -Predictive care
  • -Study data analysis
Pharma & Life Sciences

Pharma & Life Sciences

Accelerate research cycles and literature screenings. We show you how to analyze complex study data more efficiently and ensure compliance.

Our Solution Horizons

Pharma & Life Sciences

Short-term

  • -Create study reports
  • -Literature screening
  • -Guideline comparison

Medium-term

  • -Bottleneck avoidance
  • -Supply-chain AI
  • -Process optimization

Long-term

  • -Drug prediction
  • -Patient selection
  • -Secure research AIs
Fiduciary & Tax Advisory

Fiduciary & Tax Advisory

Relieve your mandate managers during peak season: We show you how to review receipts, tax assessments, and Swiss CO contracts faster and securely under the Swiss FADP.

Our Solution Horizons

Fiduciary & Tax Advisory

Short-term

  • -Receipt & contract extraction
  • -Tax objection drafts
  • -Firm knowledge base

Medium-term

  • -Abacus & Bexio pre-auditing
  • -Payroll & VAT plausibility
  • -Automated client onboarding

Long-term

  • -Swiss-hosted firm RAG
  • -Predictive SME controlling
  • -Automated tax analysis
Architecture & Engineering

Architecture & Engineering

More time for design and site management: We support planning firms in accelerating SIA code checks, building permits, and tendering using AI assistants.

Our Solution Horizons

Architecture & Engineering

Short-term

  • -SIA codes & KBOB review
  • -Building specs & minutes
  • -Tender analysis

Medium-term

  • -NPK tendering & bid comparison
  • -AI defect management
  • -Competition visualization

Long-term

  • -BIM quality assurance (IFC)
  • -Parametric feasibility
  • -Firm-wide project RAG
Public Administration

Public Administration

Citizen-centric service despite tight resources: We guide municipalities, cities, and cantons in introducing AI securely under cantonal data protection laws.

Our Solution Horizons

Public Administration

Short-term

  • -Minutes & official rulings
  • -Multilingual citizen inquiries
  • -Legal & bylaw research

Medium-term

  • -GEVER knowledge assistance
  • -Application pre-screening
  • -Automated inquiry triage

Long-term

  • -On-Premise government LLM
  • -Cantonal e-government AI
  • -Infrastructure forecasting
Banking & Finance

Banking & Finance

In the highly regulated financial sector, AI secures your competitive edge: We guide you in automating reports and ensuring robust compliance.

Our Solution Horizons

Banking & Finance

Short-term

  • -Read KYC & balance sheets
  • -Chatbots for FAQs
  • -Automated financial reports

Medium-term

  • -Precise credit scoring
  • -Real-time fraud detection
  • -Next-Best-Action recommendations

Long-term

  • -On-Premise LLMs
  • -Market trend analysis
  • -Automated asset management
Construction

Construction

Prevent planning errors and costly delays. We show you how to analyze contracts and construction logs efficiently using AI assistants.

Our Solution Horizons

Construction

Short-term

  • -Analyze building contracts
  • -AI defect recording
  • -Construction diary automation

Medium-term

  • -Predictive construction planning
  • -Resource scheduling
  • -AI price estimation

Long-term

  • -BIM & Digital Twins
  • -Drone site monitoring
  • -Predictive maintenance
Education Sector

Education Sector

Shape the future of education: We support schools and academies in optimizing curricula with AI and enabling personalized learning paths.

Our Solution Horizons

Education Sector

Short-term

  • -Design curricula
  • -FAQ automation
  • -Exam grading

Medium-term

  • -Learning pattern recognition
  • -Adaptive learning pace
  • -Automated timetables

Long-term

  • -Personalized AI tutors
  • -Dropout prevention
  • -University knowledge base
Real Estate

Real Estate

Relieve your property management team. We help you automate listing generation, process damage reports faster, and match the right prospects.

Our Solution Horizons

Real Estate

Short-term

  • -Exposé generation
  • -AI damage reporting
  • -Prospect matching

Medium-term

  • -AI price determination
  • -Billing verification
  • -Portfolio analytics

Long-term

  • -IoT energy optimization
  • -Smart Building
  • -ESG reporting
Retail & E-Commerce

Retail & E-Commerce

Take your e-commerce business to the next level: We demonstrate how to increase sales through smart product recommendations and automated content.

Our Solution Horizons

Retail & E-Commerce

Short-term

  • -Content automation
  • -24/7 Chatbots
  • -Conversion optimization

Medium-term

  • -Hyper-personalization
  • -Dynamic pricing
  • -Visual product search

Long-term

  • -Demand forecasting
  • -Enterprise-wide RAG
  • -Autonomous supply chain
Hotel & Gastronomy

Hotel & Gastronomy

Deliver excellent guest service despite staff shortages. We assist you in automating booking inquiries and optimizing shift planning.

Our Solution Horizons

Hotel & Gastronomy

Short-term

  • -Automated bookings
  • -Review analysis
  • -Content & menus

Medium-term

  • -Dynamic pricing
  • -Smart shift planning
  • -Predictive purchasing

Long-term

  • -IoT guest experience
  • -Trend forecasting
  • -Tailored AIs
Agriculture

Agriculture

Implement smart farming pragmatically: We support you in utilizing drone and soil sensor data to maximize crop yields and optimize routes.

Our Solution Horizons

Agriculture

Short-term

  • -Automated funding applications
  • -Price forecasts
  • -Agrar-Chatbots

Medium-term

  • -Yield predictions
  • -Precision fertilization
  • -Route optimization

Long-term

  • -Drone pest detection
  • -Autonomous tractors
  • -Livestock monitoring
Transport & Logistics

Transport & Logistics

Optimize your supply chains and routing. We help you automate customs document parsing and monitor logistics in real time.

Our Solution Horizons

Transport & Logistics

Short-term

  • -Capture customs documents
  • -Automated inquiries
  • -Real-time dashboards

Medium-term

  • -Inventory prediction
  • -AI route planning
  • -Predictive maintenance

Long-term

  • -Market forecasts
  • -Digital twins
  • -Self-driving fleets
Production & Manufacturing

Production & Manufacturing

Minimize unplanned downtime in your manufacturing plant. We show you how to plan maintenance predictively and process order data more efficiently.

Our Solution Horizons

Production & Manufacturing

Short-term

  • -Extract orders
  • -Manuals search
  • -Service assistance

Medium-term

  • -Predictive maintenance
  • -AI production planning
  • -Predictive purchasing

Long-term

  • -Digital twins
  • -Computer vision
  • -Autonomous machines
Insurance

Insurance

Accelerate your claims processing. We guide you in introducing AI for automated document verification and more precise risk assessment.

Our Solution Horizons

Insurance

Short-term

  • -Claims extraction
  • -AI chatbots
  • -Sales support

Medium-term

  • -Dark processing
  • -Precise underwriting
  • -Fraud detection

Long-term

  • -Cancellation forecasts
  • -Dynamic pricing
  • -Internal RAG systems
Healthcare

Healthcare

More time for your patients, less paperwork: We support hospitals and practices in automating medical letters and billing via AI.

Our Solution Horizons

Healthcare

Short-term

  • -Automated doctor's letters
  • -AI appointment scheduling
  • -Diagnosis coding

Medium-term

  • -Patient forecasting
  • -OR optimization
  • -Predictive purchasing

Long-term

  • -Image analysis (MRI/X-ray)
  • -Predictive care
  • -Study data analysis
Pharma & Life Sciences

Pharma & Life Sciences

Accelerate research cycles and literature screenings. We show you how to analyze complex study data more efficiently and ensure compliance.

Our Solution Horizons

Pharma & Life Sciences

Short-term

  • -Create study reports
  • -Literature screening
  • -Guideline comparison

Medium-term

  • -Bottleneck avoidance
  • -Supply-chain AI
  • -Process optimization

Long-term

  • -Drug prediction
  • -Patient selection
  • -Secure research AIs
Fiduciary & Tax Advisory

Fiduciary & Tax Advisory

Relieve your mandate managers during peak season: We show you how to review receipts, tax assessments, and Swiss CO contracts faster and securely under the Swiss FADP.

Our Solution Horizons

Fiduciary & Tax Advisory

Short-term

  • -Receipt & contract extraction
  • -Tax objection drafts
  • -Firm knowledge base

Medium-term

  • -Abacus & Bexio pre-auditing
  • -Payroll & VAT plausibility
  • -Automated client onboarding

Long-term

  • -Swiss-hosted firm RAG
  • -Predictive SME controlling
  • -Automated tax analysis
Architecture & Engineering

Architecture & Engineering

More time for design and site management: We support planning firms in accelerating SIA code checks, building permits, and tendering using AI assistants.

Our Solution Horizons

Architecture & Engineering

Short-term

  • -SIA codes & KBOB review
  • -Building specs & minutes
  • -Tender analysis

Medium-term

  • -NPK tendering & bid comparison
  • -AI defect management
  • -Competition visualization

Long-term

  • -BIM quality assurance (IFC)
  • -Parametric feasibility
  • -Firm-wide project RAG
Public Administration

Public Administration

Citizen-centric service despite tight resources: We guide municipalities, cities, and cantons in introducing AI securely under cantonal data protection laws.

Our Solution Horizons

Public Administration

Short-term

  • -Minutes & official rulings
  • -Multilingual citizen inquiries
  • -Legal & bylaw research

Medium-term

  • -GEVER knowledge assistance
  • -Application pre-screening
  • -Automated inquiry triage

Long-term

  • -On-Premise government LLM
  • -Cantonal e-government AI
  • -Infrastructure forecasting
Banking & Finance

Banking & Finance

In the highly regulated financial sector, AI secures your competitive edge: We guide you in automating reports and ensuring robust compliance.

Our Solution Horizons

Banking & Finance

Short-term

  • -Read KYC & balance sheets
  • -Chatbots for FAQs
  • -Automated financial reports

Medium-term

  • -Precise credit scoring
  • -Real-time fraud detection
  • -Next-Best-Action recommendations

Long-term

  • -On-Premise LLMs
  • -Market trend analysis
  • -Automated asset management
Construction

Construction

Prevent planning errors and costly delays. We show you how to analyze contracts and construction logs efficiently using AI assistants.

Our Solution Horizons

Construction

Short-term

  • -Analyze building contracts
  • -AI defect recording
  • -Construction diary automation

Medium-term

  • -Predictive construction planning
  • -Resource scheduling
  • -AI price estimation

Long-term

  • -BIM & Digital Twins
  • -Drone site monitoring
  • -Predictive maintenance
Education Sector

Education Sector

Shape the future of education: We support schools and academies in optimizing curricula with AI and enabling personalized learning paths.

Our Solution Horizons

Education Sector

Short-term

  • -Design curricula
  • -FAQ automation
  • -Exam grading

Medium-term

  • -Learning pattern recognition
  • -Adaptive learning pace
  • -Automated timetables

Long-term

  • -Personalized AI tutors
  • -Dropout prevention
  • -University knowledge base
Real Estate

Real Estate

Relieve your property management team. We help you automate listing generation, process damage reports faster, and match the right prospects.

Our Solution Horizons

Real Estate

Short-term

  • -Exposé generation
  • -AI damage reporting
  • -Prospect matching

Medium-term

  • -AI price determination
  • -Billing verification
  • -Portfolio analytics

Long-term

  • -IoT energy optimization
  • -Smart Building
  • -ESG reporting
Retail & E-Commerce

Retail & E-Commerce

Take your e-commerce business to the next level: We demonstrate how to increase sales through smart product recommendations and automated content.

Our Solution Horizons

Retail & E-Commerce

Short-term

  • -Content automation
  • -24/7 Chatbots
  • -Conversion optimization

Medium-term

  • -Hyper-personalization
  • -Dynamic pricing
  • -Visual product search

Long-term

  • -Demand forecasting
  • -Enterprise-wide RAG
  • -Autonomous supply chain
Hotel & Gastronomy

Hotel & Gastronomy

Deliver excellent guest service despite staff shortages. We assist you in automating booking inquiries and optimizing shift planning.

Our Solution Horizons

Hotel & Gastronomy

Short-term

  • -Automated bookings
  • -Review analysis
  • -Content & menus

Medium-term

  • -Dynamic pricing
  • -Smart shift planning
  • -Predictive purchasing

Long-term

  • -IoT guest experience
  • -Trend forecasting
  • -Tailored AIs
Agriculture

Agriculture

Implement smart farming pragmatically: We support you in utilizing drone and soil sensor data to maximize crop yields and optimize routes.

Our Solution Horizons

Agriculture

Short-term

  • -Automated funding applications
  • -Price forecasts
  • -Agrar-Chatbots

Medium-term

  • -Yield predictions
  • -Precision fertilization
  • -Route optimization

Long-term

  • -Drone pest detection
  • -Autonomous tractors
  • -Livestock monitoring
Transport & Logistics

Transport & Logistics

Optimize your supply chains and routing. We help you automate customs document parsing and monitor logistics in real time.

Our Solution Horizons

Transport & Logistics

Short-term

  • -Capture customs documents
  • -Automated inquiries
  • -Real-time dashboards

Medium-term

  • -Inventory prediction
  • -AI route planning
  • -Predictive maintenance

Long-term

  • -Market forecasts
  • -Digital twins
  • -Self-driving fleets
Production & Manufacturing

Production & Manufacturing

Minimize unplanned downtime in your manufacturing plant. We show you how to plan maintenance predictively and process order data more efficiently.

Our Solution Horizons

Production & Manufacturing

Short-term

  • -Extract orders
  • -Manuals search
  • -Service assistance

Medium-term

  • -Predictive maintenance
  • -AI production planning
  • -Predictive purchasing

Long-term

  • -Digital twins
  • -Computer vision
  • -Autonomous machines
Insurance

Insurance

Accelerate your claims processing. We guide you in introducing AI for automated document verification and more precise risk assessment.

Our Solution Horizons

Insurance

Short-term

  • -Claims extraction
  • -AI chatbots
  • -Sales support

Medium-term

  • -Dark processing
  • -Precise underwriting
  • -Fraud detection

Long-term

  • -Cancellation forecasts
  • -Dynamic pricing
  • -Internal RAG systems
Healthcare

Healthcare

More time for your patients, less paperwork: We support hospitals and practices in automating medical letters and billing via AI.

Our Solution Horizons

Healthcare

Short-term

  • -Automated doctor's letters
  • -AI appointment scheduling
  • -Diagnosis coding

Medium-term

  • -Patient forecasting
  • -OR optimization
  • -Predictive purchasing

Long-term

  • -Image analysis (MRI/X-ray)
  • -Predictive care
  • -Study data analysis
Pharma & Life Sciences

Pharma & Life Sciences

Accelerate research cycles and literature screenings. We show you how to analyze complex study data more efficiently and ensure compliance.

Our Solution Horizons

Pharma & Life Sciences

Short-term

  • -Create study reports
  • -Literature screening
  • -Guideline comparison

Medium-term

  • -Bottleneck avoidance
  • -Supply-chain AI
  • -Process optimization

Long-term

  • -Drug prediction
  • -Patient selection
  • -Secure research AIs
Fiduciary & Tax Advisory

Fiduciary & Tax Advisory

Relieve your mandate managers during peak season: We show you how to review receipts, tax assessments, and Swiss CO contracts faster and securely under the Swiss FADP.

Our Solution Horizons

Fiduciary & Tax Advisory

Short-term

  • -Receipt & contract extraction
  • -Tax objection drafts
  • -Firm knowledge base

Medium-term

  • -Abacus & Bexio pre-auditing
  • -Payroll & VAT plausibility
  • -Automated client onboarding

Long-term

  • -Swiss-hosted firm RAG
  • -Predictive SME controlling
  • -Automated tax analysis
Architecture & Engineering

Architecture & Engineering

More time for design and site management: We support planning firms in accelerating SIA code checks, building permits, and tendering using AI assistants.

Our Solution Horizons

Architecture & Engineering

Short-term

  • -SIA codes & KBOB review
  • -Building specs & minutes
  • -Tender analysis

Medium-term

  • -NPK tendering & bid comparison
  • -AI defect management
  • -Competition visualization

Long-term

  • -BIM quality assurance (IFC)
  • -Parametric feasibility
  • -Firm-wide project RAG
Public Administration

Public Administration

Citizen-centric service despite tight resources: We guide municipalities, cities, and cantons in introducing AI securely under cantonal data protection laws.

Our Solution Horizons

Public Administration

Short-term

  • -Minutes & official rulings
  • -Multilingual citizen inquiries
  • -Legal & bylaw research

Medium-term

  • -GEVER knowledge assistance
  • -Application pre-screening
  • -Automated inquiry triage

Long-term

  • -On-Premise government LLM
  • -Cantonal e-government AI
  • -Infrastructure forecasting

Relieve Your Customer Service – Without Losing Quality

Let's look in a free 30-minute call at how your team can cut routine inquiries in half and respond faster.

Non-binding situational analysis for your SME – pragmatic & personal.

Secure Free Initial Consultation
AI in Customer Service