Wirsdorf Consult AI implementation for businesses
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Services

AI services with clear operational value

Not every use case needs a large platform or an over-engineered stack. The key question is where AI can reduce friction, improve access to information or accelerate processing within your business.

RAG and document intelligence

RAG systems and extraction workflows for contracts, policies, technical records and other long-form documents so that critical information becomes searchable, contextualised and ready for review.

  • Hybrid retrieval for precise search and semantic context
  • Topic-specific extraction of relevant clauses, risks and metadata
  • Traceable outputs with source references for review and approval

AI-driven business intelligence and data analysis

Natural-language data access and AI-supported analytics that turn ERP, CRM, Excel and SQL data into useful answers, queries and management summaries.

  • Text-to-SQL solutions for operational and analytical data sources
  • AI-enhanced dashboards built around real business questions
  • Automated summaries for management, sales and controlling

Intelligent process automation

AI-supported automation for workflows that are still manually classified, routed, extracted or documented — combined with workflow tools and tailored Python-based components.

  • Email, document and enquiry triage
  • Structured extraction from unstructured inbound material
  • Integration into CRM, approval and case-handling workflows

Technical delivery and bespoke AI solutions

From requirement analysis to a production-oriented MVP: implementation of AI applications with focus on maintainability, evaluability and business value.

  • Architecture over showpiece demos
  • Validation with real documents, data and workflow steps
  • Documentation, handover and structured iteration

Typical use cases

  • Review and analysis of lengthy contracts, policies and technical records
  • Natural-language access to ERP, CRM, Excel and SQL data
  • Automation of enquiry, email, document and triage workflows
  • Management summaries, review support and structured decision inputs

Working style

The emphasis is on robust and maintainable delivery: clear use-case definition, early prototypes with real data, structured quality assessment and technical handover that can be carried forward inside the business.

Wirsdorf Consult

Do you already have a concrete use case?

It is usually possible to assess quite quickly whether a RAG workflow, a text-to-SQL solution, an extraction pipeline or another AI-based process is the right fit.

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