Swiss AI team reviewing model results on multiple screens

AI development · Switzerland

AI solutions from Switzerland for industry, public administration and geodata

IQ OVEL builds AI solutions that run in production in Swiss organisations: computer vision, forecasting models, document processing and decision support, with data hosted in Switzerland and governance aligned with the Swiss Data Protection Act and GDPR.

Our AI services at a glance

We start with a measurable use case, not a platform. Every model is trained on your data, evaluated and integrated into your existing systems.

01 · Computer vision

Computer vision and image analysis

Automatic analysis of camera, drone, microscope and satellite imagery: quality control in production, condition assessment of infrastructure, counting and classifying objects, and detecting deviations.

  • Model training on your own images, annotation process included
  • Runs on edge devices on the shop floor or as a service hosted in Switzerland
  • Quality metrics, defect classes and reporting for audits
  • Connections to PLC, MES, ERP and document storage

What it delivers

Constant inspection quality around the clock instead of spot checks, with a traceable record for every decision.

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02 · Forecasting

Forecasting models and early-warning indicators

Time series from production, energy, markets and operations become reliable forecasts: demand, load, prices, failure risk and scenarios for investment decisions.

  • Backtesting against historical data with documented accuracy
  • Early-warning indicators and automatic alerts by email or webhook
  • Scenario comparison for planning, purchasing and budgeting
  • Drift monitoring so models stay reliable in operation

What it delivers

Decisions based on expected developments instead of retrospective reports.

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03 · Document AI

Document AI and knowledge search

Technical records, standards, contracts, minutes and correspondence are indexed, extracted in structured form and made searchable across languages, including as an on-premise installation.

  • OCR and structured field extraction from drawings, reports and invoices
  • Semantic search across DE, FR, IT and EN with source references
  • Roles and permissions for confidential archives
  • Operated in Switzerland or entirely in your own data centre

What it delivers

Minutes instead of hours to find the one decisive detail in the archive.

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04 · Integration

AI integration into existing systems

AI only pays off inside daily work. We integrate models into ERP, GIS, CRM, control systems and line-of-business applications, and support operation, monitoring and training.

  • Interfaces to SAP, Abacus, PostGIS, REST and message APIs
  • Model monitoring, logging and reproducible evaluations
  • Governance under the Swiss Data Protection Act and GDPR
  • Training and handover to your internal team

What it delivers

AI that runs inside the existing process, not an isolated prototype.

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How we work

  • Data hosted in Switzerland or in your own data centre
  • Documented data flows under the Swiss Data Protection Act and GDPR
  • Advice and documentation in DE, FR, IT and EN
  • Based in Bassecourt (Jura), projects across Switzerland

Frequently asked questions about AI projects

How does an AI project with IQ OVEL start?

With a clearly scoped use case, a data review and a feasibility assessment including effort and expected accuracy.

Does our data stay in Switzerland?

Yes. Training and operation run on Swiss infrastructure or in your own data centre.

What happens after go-live?

We monitor model quality and drift, update models and hand over operation and documentation to your team.

Discuss your AI use case

Describe your use case and receive a first technical assessment within two working days.

Describe your project