Customer Service & Support

Enterprise AI for Service Operations & Contact CentersOmnichannel Automation & Sovereign RAG.

Highly scalable AI architectures for contact centers, technical after-sales, and customer operations: Integrate Genesys, Salesforce Service Cloud, ServiceNow, and Zendesk Enterprise with sovereign Swiss voice/chat agents and access-controlled Enterprise RAG.

YOUR AI ORIENTATION

01 · FOCUS & APPLICATION AREA

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

02 · FROM EXPERIMENT TO ENTERPRISE

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

03 · DISCOVER THE POSSIBILITIES

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

Enterprise Value Drivers

Why AI in Customer Service.

01

Omnichannel Contact Center AI (Genesys, Salesforce, ServiceNow)

Orchestrate tens of thousands of monthly customer interactions across voice, email, chat, and customer portals: Our AI layers integrate deeply into Salesforce Service Cloud, ServiceNow, Genesys, or Zendesk Enterprise, automating case classification, intelligent skill-based routing, and after-call work (ACW).

02

Enterprise RAG Across Thousands of Technical Manuals & Tickets

In complex technical customer service, industrial engineering, or financial and insurance products, simple FAQ bots fall short. We build high-precision Enterprise RAG (Retrieval-Augmented Generation) systems across thousands of technical manuals, bills of materials, policies, and ERP records – complete with strict Role-Based Access Control (RBAC) and exact paragraph citations.

03

Sovereign Swiss Voice & Chat Agents (DE, FR, IT, EN & Dialect)

Deliver first-class 24/7 voice and text interactions across all Swiss national languages and Swiss German dialects: Featuring ultra-low latency, automatic PII redaction (protecting personal data), and seamless warm handoffs with structured conversation summaries to your human specialists.

04

36% Faster Time-to-Competency in Large Service Organizations

High agent turnover and complex product portfolios challenge every contact center. A landmark study (Stanford / MIT, QJE 2025) across 5,172 support agents proves that real-time AI copilots increase resolution rates by 15% on average and by up to 36% among newer agents – while simultaneously reducing escalation rates. QJE 2025

05

Agentic Service Workflows with ERP & CRM Transaction Execution

Move beyond passive Q&A systems: Through controlled agent architectures with deterministic approval guardrails, authorized AI workflows can trigger and document address updates, spare-part orders, goodwill checks, or RMA returns directly inside SAP S/4HANA and your CRM.

Enterprise Architecture & Enablement

Governance, Integration & Rollout

From enterprise AI governance and multi-system architecture to cross-site enablement cohorts.

Executive AI Briefing

Confidential & strategic architecture review

Discuss your enterprise governance, ERP/cloud integration, and multi-team AI roadmap directly with our lead consultants.

45 Minutes (Executive Session)

Multi-Site Contact Center & Field Service Enablement

Cross-site qualification programs for team leads, quality managers, 1st/2nd-level agents, and field service engineers: Safe operation of real-time copilots, prompt discipline, escalation management, and quality assurance.

Explore Enterprise Enablement

Enterprise Service AI Architecture, RAG & Contact Center Integration

From architecture design and knowledge-base remediation to deep integration into Salesforce, ServiceNow, Genesys, and SAP: Together with our engineering network, we build high-availability service platforms compliant with the Swiss FADP and EU AI Act.

Request Architecture Advisory

Trust through Swiss Standards and Security

Sovereign Swiss Data Residency & PII Masking

Automated redaction of sensitive customer data (PII) and deployment in Swiss data centers (Azure Switzerland, AWS Zurich, Swisscom AI Platform).

Strict RBAC & Tenant Isolation in Enterprise RAG

Role-based and tenant-based access control down to the document and paragraph level, synchronized with your existing CRM and ERP permissions.

Swiss FADP, EU AI Act & Professional Secrecy

Complete audit logs, transparency labeling for AI interactions, and deterministic guardrails against hallucinations or unauthorized commitments.

Human-in-the-Loop & Real-Time Quality Monitoring

Automated LLM-as-a-Judge quality metrics, confidence thresholds, and seamless escalation paths to human subject-matter experts.

Empirical Evidence & Primary Sources

Scientific Evidence for Enterprise Customer Operations

Peer-reviewed large-scale studies and official analyses demonstrate why customer service is the highest-impact scaling lever for generative and agentic AI in the enterprise.

+15%2025

higher resolution rate across 5,172 contact center agents

Published in the Quarterly Journal of Economics (QJE 2025), the study by Brynjolfsson, Li, and Raymond (Stanford / MIT) in a major enterprise support organization proves 15% more resolved tickets per hour alongside significantly shorter handle times (AHT).

+36%2025

productivity surge & lower agent attrition

In the same study, newer agents benefited most with a +36% productivity gain, while employee attrition among newer team members dropped by roughly 10 percentage points and customer satisfaction rose.

Anthropic2025

Customer service among top domains for AI augmentation

The Anthropic Economic Index confirms that structured support, troubleshooting, and knowledge retrieval workflows rank among the corporate functions most strongly transformed by AI.

FAQ

Frequently Asked Questions

01

How do you integrate Enterprise RAG and AI agents into Salesforce Service Cloud, ServiceNow, or Genesys?

  • We design a decoupled, API-first Enterprise AI middleware that connects via native connectors and webhooks into your existing contact center and ITSM/CRM landscape (Salesforce Service Cloud, ServiceNow, Genesys Cloud, Zendesk Enterprise, and SAP S/4HANA). This gives you full model agnosticism without having to rebuild core workflows inside your CRM.
02

Across thousands of technical documents, how do you prevent AI from citing outdated versions or hallucinating?

  • The key lies in a disciplined data-ingestion and knowledge-governance pipeline: We link your document management systems (SharePoint, Confluence, PLM/ERP) via automated metadata filters (validity date, product generation, country subsidiary, approval status) with a hybrid search index (vector plus keyword search with reranking). Every AI response enforces strict grounding with a direct source link to the exact original paragraph.
03

What security and compliance safeguards apply to voice and chat bots under the Swiss FADP and EU AI Act?

  • Both the Swiss Federal Act on Data Protection (FADP / nDSG) and the EU AI Act require clear transparency whenever customers interact with an AI system. We also implement automated PII redaction (masking credit card, social security, or account numbers before model inference), strict zero-data-retention in Swiss data centers, and deterministic guardrails that technically block binding legal or goodwill commitments above defined thresholds.
04

How do you achieve high adoption across hundreds of service agents in multiple language regions?

  • Technology alone does not reduce Average Handling Time (AHT). We involve team leads, employee representatives, and top agents early in co-designing the copilot interfaces and accompany the rollout with multilingual (DE/FR/IT/EN) training cohorts and clear quality KPIs.

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

Scale Your Service Operations with Sovereign Enterprise AI

Schedule a confidential architecture and potential briefing for your contact center or technical customer service organization.

For Heads of Customer Service, COOs, CIOs & Contact Center Directors.

Request Executive Briefing