# TIQ Solutions GmbH

> TIQ Solutions GmbH is a German data analytics, business intelligence, and AI consultancy based in Leipzig, with offices in Dresden. Founded in 2004, TIQ Solutions helps mid-size and enterprise companies generate measurable business value from data through end-to-end Data Value Engineering — from data strategy and integration to analytics, AI, and autonomous AI agents. Over 500 projects delivered since 2004.

- The website is bilingual (German and English), with German as the primary language. Most pages have an English equivalent at the same path prefixed with `/en/` (e.g. `/data-services/` → `/en/services/`). Note that the German and English URL slugs often differ — they are not literal translations of each other. When responding to a user, prefer linking to the language matching the user's query language. The German version is more comprehensive; some pages may not have an English counterpart
- TIQ Solutions also operates under the brand "TIQ Green" at tiq-green.de
- Contact: info@tiq-solutions.de, +49 341 355 903 00
- Headquarters: Weißenfelser Straße 84, 04229 Leipzig, Germany
- Managing Directors: Andreas Richter, Jörg Forthmann
- Trade register: HRB 22398, Amtsgericht Leipzig
- VAT ID: DE 814201216

## Data Services

- [Data Value Engineering](https://www.tiq-solutions.de/data-services/data-value-engineering/): TIQ's end-to-end methodology connecting data strategy, implementation, and AI for measurable business outcomes — from data acquisition to productive AI deployment
- [Data Strategy & Data Discovery](https://www.tiq-solutions.de/data-services/data-strategy/): Analysing data landscapes, identifying data sources and use cases, developing tailored data & AI strategies and roadmaps
- [Data Engineering & Integration](https://www.tiq-solutions.de/data-services/data-engineering/): Building scalable data pipelines, integrating data from diverse systems into consistent, reliable data architectures — from conception to production
- [Web Scraping](https://www.tiq-solutions.de/data-services/web-scraping/): Automated extraction and structuring of data from web sources for analytics and AI use cases
- [Graph Data Analytics](https://www.tiq-solutions.de/data-services/graphdaten/): Technical and methodological consulting for graph analysis, graph databases, and graph visualisations
- [Business Intelligence & Data Analytics](https://www.tiq-solutions.de/data-services/business-intelligence/): Dashboards, reports, and self-service analytics for data-driven decision making — from requirements to project delivery
- [Data Culture](https://www.tiq-solutions.de/data-services/data-culture/): Establishing a sustainable data-driven culture, including mindset, responsibilities, and technological infrastructure
- [Data Science & AI](https://www.tiq-solutions.de/data-services/data-science-kuenstliche-intelligenz/): Machine learning, generative AI, and advanced analytics — recognising patterns and forecasting future events
- [Strategic AI Consulting](https://www.tiq-solutions.de/data-services/strategische-ki-beratung/): AI strategy development, use case identification, and implementation guidance for organisations
- [Custom AI Agents](https://www.tiq-solutions.de/data-services/individuelle-ki-agenten/): Developing tailored, scalable autonomous AI agents that automate and optimise business processes
- [Process & AI Automation](https://www.tiq-solutions.de/data-services/prozess-ki-automatisierung/): Automating business processes with AI — from potential analysis to production deployment
- [Data Quality Management & Governance](https://www.tiq-solutions.de/data-services/datenqualitaet/): Sustainably improving data quality for reliable analytics, automated processes, and AI outcomes
- [Managed Services Data & AI](https://www.tiq-solutions.de/data-services/managed-services-data-ai/): Ongoing operation, monitoring, and optimisation of data and AI solutions across their full lifecycle
- [TIQ Data Expert](https://www.tiq-solutions.de/data-services/rent-an-tiq-data-expert/): Flexible, on-demand experienced data experts for project-based engagements in analytics, data management, and ML

## Technologies

- [Microsoft Power BI](https://www.tiq-solutions.de/technologien/power-bi/): Business intelligence and reporting with Microsoft Power BI — connect, analyse, visualise, and share data
- [Microsoft Power BI Introduction (Fixed Price)](https://www.tiq-solutions.de/technologien/microsoft-power-bi-einfuhrung-zum-festpreis/): Fixed-price package for introducing Power BI in an organisation
- [Microsoft Power Automate](https://www.tiq-solutions.de/technologien/microsoft-power-automate/): Automating and streamlining business processes with Microsoft Power Automate
- [Qlik Sense](https://www.tiq-solutions.de/technologien/qlik-sense/): Analytics and data visualisation with Qlik Sense — TIQ is an official Qlik implementation partner
- [Qlik Sense Automation & Customising](https://www.tiq-solutions.de/technologien/qlik-sense/automatisierung-und-customizing-qlik-sense/): Automation, extension, and customisation of Qlik Sense applications
- [Qlik Sense Health Check](https://www.tiq-solutions.de/technologien/qlik-sense/health-check/): Health check and performance optimisation assessment for Qlik Sense environments based on best practices
- [Qlik Migration (QlikView to Qlik Sense)](https://www.tiq-solutions.de/technologien/qlik-migration-qlikview-zu-qlik-sense/): Guided migration from QlikView to Qlik Sense
- [MicroStrategy](https://www.tiq-solutions.de/technologien/microstrategy/): Enterprise analytics and BI with the MicroStrategy platform — data discovery, visualisation, and analytics
- [TIQ Live Monitoring](https://www.tiq-solutions.de/technologien/live-monitoring/): Real-time monitoring dashboard for machines and systems with signal visualisation and fault analysis
- [TIQ Cloudera Provisioning](https://www.tiq-solutions.de/technologien/cloudera-in-azure/): Fully automated Cloudera environment provisioning in Microsoft Azure
- [Intelligent Document Processing (Fixed Price)](https://www.tiq-solutions.de/technologien/intelligent-document-processing-zum-festpreis/): Fixed-price package for AI-powered document processing and automation

## Industry Solutions (Fachanwendungen)

- [Use Cases Overview](https://www.tiq-solutions.de/fachanwendungen/einsatzbereiche/): Overview of all industry use cases across departments — where data analytics, BI, and AI add value
- [Smart Manufacturing](https://www.tiq-solutions.de/fachanwendungen/smart-manufacturing/): Data-driven production optimisation on the path to intelligent manufacturing
- [Predictive Maintenance](https://www.tiq-solutions.de/fachanwendungen/predictive-maintenance/): AI-based early detection of critical machine conditions before faults and production downtime occur
- [Predictive Maintenance with AI](https://www.tiq-solutions.de/fachanwendungen/predictive-maintenance-mit-ki/): AI-powered predictive maintenance to avoid unplanned downtimes and optimise maintenance processes
- [AI Production Planning Optimisation](https://www.tiq-solutions.de/fachanwendungen/optimierung-der-produktionsplanung-mit-ki/): Optimising production planning with AI to reduce overproduction, costs, and inventory issues
- [Condition Monitoring](https://www.tiq-solutions.de/fachanwendungen/condition-monitoring/): Continuous real-time monitoring and assessment of machine and plant conditions
- [Computer Vision](https://www.tiq-solutions.de/fachanwendungen/computer-vision/): AI-based visual inspection and quality control using image data from products
- [Production Controlling](https://www.tiq-solutions.de/fachanwendungen/produktionscontrolling/): Automated production controlling to identify weaknesses and initiate corrective measures
- [Traceability](https://www.tiq-solutions.de/fachanwendungen/traceability/): End-to-end traceability of production and procurement processes along supply chains
- [Forecast Intelligence for Logistics & Transport](https://www.tiq-solutions.de/fachanwendungen/forecast-intelligence-fuer-logistik-transport/): AI-powered demand forecasting, real-time resource planning, and scenario simulations for logistics
- [AI Supply Chain Optimisation](https://www.tiq-solutions.de/fachanwendungen/ki-gestuetzte-optimierung-der-lieferkette/): AI-driven supply chain optimisation — reduce emissions, costs, and logistics complexity
- [AI Energy Management](https://www.tiq-solutions.de/fachanwendungen/energiemanagement-mit-ki/): Reducing costs and emissions and improving energy efficiency with intelligent AI-based control
- [Intelligent Document Processing](https://www.tiq-solutions.de/fachanwendungen/intelligent-document-processing/): Automating and streamlining document-based business processes with AI
- [AI for Tourism Destinations](https://www.tiq-solutions.de/fachanwendungen/ki-fuer-destinationen-tourismusorganisationen/): Modular AI entry for tourism organisations — strategy, data audit, and AI prototypes for marketing and sustainability
- [LegalAgent for Law Firms](https://www.tiq-solutions.de/fachanwendungen/ki-agent-fuer-anwaltskanzleien/): AI assistant for legal case processing — document extraction, classification, and automated brief creation
- [AI Case Processing for Public Authorities](https://www.tiq-solutions.de/fachanwendungen/fallbearbeitung-mit-ki-fuer-behoerden/): AI-assisted automated case handling and decision processing for government agencies
- [Sustainability Management](https://www.tiq-solutions.de/fachanwendungen/nachhaltigkeitsmanagement/): Data-driven sustainability management combining ecological responsibility with business success
- [Network Infrastructure Analysis (Telecommunications)](https://www.tiq-solutions.de/fachanwendungen/telekommunikation/): Data analytics for telecommunications network infrastructure and quality of service improvement
- [Energy Analytics](https://www.tiq-solutions.de/fachanwendungen/energie/): Data analytics services for the energy sector — digitalisation, new business models, and customer services

## Customer References

- [Customer References Overview](https://www.tiq-solutions.de/referenzen/): Collection of customer success stories and project case studies across industries
- [Predictive Maintenance in Automotive Body Construction](https://www.tiq-solutions.de/referenzen/predictive-maintenance-im-karosseriebau/): Predictive maintenance for welding robots in automotive body manufacturing
- [Predictive Maintenance in Manufacturing](https://www.tiq-solutions.de/referenzen/predictive-maintenance-in-der-fertigung/): Early fault detection, higher plant availability, and stable production processes in automotive manufacturing
- [Predictive Maintenance in Automated Production](https://www.tiq-solutions.de/referenzen/predictive-maintenance-in-der-automatisierten-produktion/): Predictive analytics for automated manufacturing lines
- [Predictive Analytics in a Robotic Paint Shop](https://www.tiq-solutions.de/referenzen/data-science-in-einer-robotergestuetzten-lackieranlage/): Fault and defect prediction in a robotic painting system using predictive analytics
- [Process Time Forecasting in Production](https://www.tiq-solutions.de/referenzen/modellgestuetzte-vorhersage-von-prozesszeiten-in-der-produktion/): ML-based process duration forecasting for optimised production planning
- [Automated Order Processing with On-Premise AI](https://www.tiq-solutions.de/referenzen/automatisierte-bestellverarbeitung-mit-lokaler-ki/): How a wholesaler automated order processing with a local AI solution — less manual effort, lower error rates, seamless ERP integration
- [AI-Based Document Recognition System](https://www.tiq-solutions.de/referenzen/ki-basiertes-erkennungssystem/): AI system for automatic capture of analogue documents to enrich sales process information
- [AI-Based Case Processing in a Law Firm](https://www.tiq-solutions.de/referenzen/ki-basierte-fallbearbeitung-in-einer-anwaltskanzlei/): AI document processing and intelligent case assignment to improve legal workflow efficiency
- [AI Strategy and Roadmap for an Industrial Company](https://www.tiq-solutions.de/referenzen/ki-beratung-zur-methodischen-identifikation-und-priorisierung-von-ki-anwendungsfaellen/): Systematic AI potential analysis and AI roadmap development for an industrial enterprise
- [AI-Supported Sustainability Reporting for a Tourism Destination](https://www.tiq-solutions.de/referenzen/ki-gestuetzte-nachhaltigkeitsberichterstattung-fuer-eine-tourismusdestination/): AI-powered data collection, automated processing, and interactive sustainability reports for a tourism destination
- [Modular AI Agent Platform for Data-Driven Communication](https://www.tiq-solutions.de/referenzen/modulare-ki-agentenplattform-fuer-datengetriebene-kommunikation/): Modular AI agent platform for automated data-driven communication workflows
- [AI-Powered Webscraping Pipeline with RAG](https://www.tiq-solutions.de/referenzen/ki-gestuetzte-webscraping-pipeline-mit-rag/): Python pipeline with LLM & RAG for stable webscraping and complete journal data extraction for a state library
- [Webscraping Solution for Unstructured Web Data](https://www.tiq-solutions.de/referenzen/webscraping-loesung-zur-automatisierten-und-ki-gestuetzten-erfassung-unstrukturierter-webdaten/): AI-supported automated extraction and structuring of unstructured web data from heterogeneous sources
- [Automated Competitive Analysis via Webscraping](https://www.tiq-solutions.de/referenzen/automatisierte-wettbewerbsanalyse-fuer-die-fast-food-branche/): Scalable automated solution for continuous competitor data collection on food delivery platforms
- [Webscraping and Score Calculation for a Meta-Platform](https://www.tiq-solutions.de/referenzen/webscraping-und-scoreermittlung-fuer-angebote/): AI-metric scoring platform for aggregated offers on an online marketplace
- [Automated Web Scraping for New Customer Acquisition](https://www.tiq-solutions.de/referenzen/automatisiertes-web-scraping-fuer-die-neukundengewinnung/): Automated pipeline for identifying and enriching customer data from public online sources for a logistics company
- [Big Data Analytics with Social Listening](https://www.tiq-solutions.de/referenzen/big-data-analytics-und-dashboarding-fuer-stimmungsbarometer-mit-social-listening/): Big Data analytics solution and sentiment barometer dashboard for brands
- [Intelligent Social Media Analysis (Leipzig Tourism)](https://www.tiq-solutions.de/referenzen/intelligente-social-media-analyse/): Intelligent social media analysis using TIQ Social Observer and GAparazzo for Leipzig Tourism and Marketing GmbH
- [Individual Reputation Dashboards for a PR Agency](https://www.tiq-solutions.de/referenzen/individuelle-reputations-dashboards/): Flexible dashboards for communications and reputation management with AI analytics and Power BI templates
- [Graph Analysis for UN Congo Conflict Monitoring](https://www.tiq-solutions.de/referenzen/graphanalysen-und-dashboards-zu-konflikten/): Graph analysis and dashboards for visualising and predicting conflicts in the Democratic Republic of Congo
- [Interactive Graph Analysis and Visualisation Platform](https://www.tiq-solutions.de/referenzen/graphanalyse/): Graph visualisation platform with filtering, grouping, aggregation, and sampling operations
- [Interactive Clinic Dashboard with Power BI](https://www.tiq-solutions.de/referenzen/power-bi-custom-visuals-interaktives-klinik-dashboard/): Interactive Power BI dashboard with DAX and custom visuals integrated into a hospital website
- [Power BI Implementation in Advertising](https://www.tiq-solutions.de/referenzen/power-bi-einfuehrung-in-der-werbebranche/): Introduction and implementation of Power BI services and dashboards in the advertising industry
- [Power BI Reporting and Automation at an Insurance Company](https://www.tiq-solutions.de/referenzen/power-bi-reporting-und-automatisierung-bei-einer-versicherung/): New BI reporting system implementation with Power BI for an insurance company
- [Microsoft Power BI Maturity Assessment and Introduction](https://www.tiq-solutions.de/referenzen/einfuehrung-von-microsoft-power-bi/): Maturity assessment via data landscape mapping and Power BI introduction in financial controlling
- [BI Platform Operation & Report Development for Energy Group](https://www.tiq-solutions.de/referenzen/bi-plattform-betrieb-reportentwicklung-fuer-einen-energiekonzern/): Operation, administration, and report development of a group-wide Power BI Premium platform including monitoring and usage analytics
- [Data Process Map for an Energy Supplier](https://www.tiq-solutions.de/referenzen/datenprozesslandkarte/): Creating a data process map through systematic interviews and optimisation consulting for an energy supplier
- [Concept for Eliminating Data Inconsistencies](https://www.tiq-solutions.de/referenzen/konzept-zur-beseitigung-von-inkonsistenzen-fur-eine-bessere-datenqualitat/): Concept development for resolving data inconsistencies to improve data quality for an energy supplier
- [Big Data Solution for Renewable Energy Plants](https://www.tiq-solutions.de/referenzen/big-data-loesung-fuer-erneuerbare-energieanlagen/): Archiving and flexible analysis of massive data streams from renewable energy systems
- [Data Warehouse for an Insurance Company](https://www.tiq-solutions.de/referenzen/einfuehrung-eines-data-warehouse-in-einer-versicherung/): Data warehouse implementation alongside a new core system introduction at an insurance company
- [Data Warehousing in Finance](https://www.tiq-solutions.de/referenzen/data-warehousing-in-der-finanzbranche/): Integration of domain-specific data sources into a central Data Vault–modelled data warehouse
- [Data Quality Management in the Chemical Industry](https://www.tiq-solutions.de/referenzen/datenqualitaetsmanagement-in-der-chemieindustrie/): DQM platform development for data quality analysis and methodology for a chemical corporation
- [Sustainable Data Quality Analysis at ConCardis](https://www.tiq-solutions.de/referenzen/nachhaltige-und-effiziente-analyse-datenqualitaet/): Data quality audit for master data to optimise processes and reduce costs
- [ETL Interface with Talend for Transit Networks](https://www.tiq-solutions.de/referenzen/etl-schnittstelle-mit-talend/): ETL interface for migrating tariff data from over 70 German transit associations
- [Deep Learning in Telecommunications](https://www.tiq-solutions.de/referenzen/deep-learning/): Automatic detection of anomalies and patterns in business-critical data using deep learning
- [Traceability in Production](https://www.tiq-solutions.de/referenzen/traceability-in-der-produktion/): Forward and backward traceability of products and components from source to completion
- [ETL Process Implementation at a Bank](https://www.tiq-solutions.de/referenzen/umsetzung-von-etl-prozessen/): Talend ETL job implementation using an internal framework for bank regulatory reporting
- [Big Data Platform for Streaming Technology Evaluation](https://www.tiq-solutions.de/referenzen/big-data-plattform-fuer-die-evaluation-von-streaming-technologien/): Big Data solution for evaluating streaming technologies with a virtualisable environment
- [Customer Analytics in Retail](https://www.tiq-solutions.de/referenzen/customer-analytics-in-der-retailbranche/): Customer profile identification using sales, media, and passenger data analytics
- [Sales Controlling in Pharma with Qlik Sense](https://www.tiq-solutions.de/referenzen/vertriebscontrolling-in-der-pharmabranche/): Web-based KPI dashboards with Qlik Sense for automated sales controlling and management overview
- [Quality-Assured Data Management for End-to-End Diagnosis](https://www.tiq-solutions.de/referenzen/qualitaetsgesichertes-datenmanagement-im-rahmen-eines-projektes-zur-end-to-end-diagnose/): Data quality management for ensuring high availability of Deutsche Telekom's T-Home Entertain product
- [Automated Reporting with QlikView at Deutsche Telekom](https://www.tiq-solutions.de/referenzen/automatisierung-berichtswesen-marktplanung_qlikview/): Controlling automation using QlikView BI software at Deutsche Telekom AG
- [BI Support State Analysis Platform (Automotive / T-Systems)](https://www.tiq-solutions.de/referenzen/plattform-zur-zustandsanalyse-des-business-intelligence-supports/): Monitoring solution for process quality and SLA compliance in automotive BI support
- [Reporting with R and RMarkdown in Finance](https://www.tiq-solutions.de/referenzen/reporting-mit-r-und-rmarkdown/): Migration of various reports into a unified framework for a financial company
- [Data Modelling and ETL Development in Telephone Services](https://www.tiq-solutions.de/referenzen/datenmodellierung-und-etl-entwicklung/): Automation and integration of manual isolated ETL processes for a telecom service provider
- [Big Data for Digital TV and Telephony at Deutsche Telekom](https://www.tiq-solutions.de/referenzen/big-data-telekommunikationsbranche/): Migration of a relational database system to a Big Data system for Deutsche Telekom
- [Production Controlling at Karosseriewerke Dresden](https://www.tiq-solutions.de/referenzen/produktionscontrolling/): Introduction of Qlik for production controlling at Karosseriewerke Dresden with new insights into production management
- [Staff Scheduling in Healthcare with Qlik Sense](https://www.tiq-solutions.de/referenzen/personaldisposition-in-der-gesundheitsbranche/): Qlik Sense application for staff deployment planning and room occupancy in healthcare
- [SQL Server Service Broker for Machine Data](https://www.tiq-solutions.de/referenzen/sql-server-service-broker/): Data flow pipeline from machines through SQL Server to external analytics clients
- [Agile Project Management for IT Migrations](https://www.tiq-solutions.de/referenzen/agiles-projektmanagement-fuer-system-und-datenbankmigrationen/): Agile project management for large-scale system and database migrations
- [Managed Service for Data Governance & ESB/API Support](https://www.tiq-solutions.de/referenzen/managed-service-fuer-data-governance-esb-api-support/): Managed services for data governance, transparency, availability, and efficiency in data management
- [Microsoft BI Platform Optimisation in Food Industry](https://www.tiq-solutions.de/referenzen/weiterentwicklung-microsoft-bi-platform/): Specification, implementation, and optimisation of data integration processes and workflows in the food industry
- [Data Warehouse Extension and Migration to Azure](https://www.tiq-solutions.de/referenzen/weiterentwicklung-data-warehouse/): Data warehouse extension and migration from on-premise to Azure Cloud
- [Business Process Automation with Power Automate & SharePoint](https://www.tiq-solutions.de/referenzen/automatisierung-von-geschaftsprozessen-mit-microsoft-powerautomate/): Digitising and automating business processes using Microsoft Power Automate and SharePoint

## About the Company

- [About TIQ Solutions](https://www.tiq-solutions.de/unternehmen/): Company overview, mission, and values — Data Value Engineering from strategy to implementation since 2004
- [Our Team](https://www.tiq-solutions.de/unternehmen/team/): Meet the TIQ Solutions team of data analysts, engineers, BI consultants, AI experts, and developers
- [Careers](https://www.tiq-solutions.de/unternehmen/karriere/): Current job openings and career opportunities at TIQ Solutions in Leipzig and Dresden
- [Partners & Networks](https://www.tiq-solutions.de/unternehmen/partner/): Technology and industry partnerships supporting TIQ's consulting portfolio quality
- [Contact](https://www.tiq-solutions.de/kontakt/): Contact form, office locations, and consultation booking
- [Newsletter Sign-Up](https://www.tiq-solutions.de/anmeldung-tiq-newsletter/): Subscribe to the TIQ newsletter for strategic data and AI trend updates, project insights, and use cases
- [FuE Joint Project EasyCom](https://www.tiq-solutions.de/ki-assistenzsysteme-fuer-die-digitale-inbetriebnahme-von-maschinen-und-anlagen/): TIQ Solutions participates in the publicly funded EasyCom R&D project developing AI assistance systems for digital machine commissioning
- [TIQ Solutions Receives Funding for EasyCom Project](https://www.tiq-solutions.de/fue-verbundprojekt-easycom/): Announcement of TIQ Solutions' funding approval for the EasyCom collaborative R&D project
- [Local AI: When Companies Should Run Their Own AI](https://www.tiq-solutions.de/local-ai-ai-on-premise/): Overview of on-premise AI deployment scenarios — when local AI is preferable to cloud-based solutions

## Blog & Knowledge

- [News & Knowledge Hub](https://www.tiq-solutions.de/content-wissen/): Central hub for blog posts, whitepapers, checklists, and webinars
- [ROI of AI: How to Evaluate the Real Value of AI Projects](https://www.tiq-solutions.de/roi-von-ki-berechnen-so-bewerten-unternehmen-den-echten-nutzen-von-ki-projekten/): How to realistically assess benefits, costs, and risks of AI projects to make informed investment decisions
- [Predictive AI in SMEs: From BI to Business Intelligence Analytics (BIA)](https://www.tiq-solutions.de/praediktive-ki-im-mittelstand-wie-aus-bi-echte-zukunftsintelligenz-bia-wird/): How predictive AI extends classical BI to enable better decisions through forecasts and scenario modelling
- [Data Architectures: Data Lake, Data Warehouse or Lakehouse](https://www.tiq-solutions.de/datenarchitekturen-data-lake-data-warehouse-oder-lakehouse/): Technical comparison of data architecture patterns based on 50+ projects
- [AI Strategy: Value Creation Requires a Clear Strategy](https://www.tiq-solutions.de/ai-strategy-wertschoepfung-durch-ki-entsteht-nicht-zufaellig-sondern-durch-eine-klare-strategie/): Why AI projects stall at experimentation — and how a clear AI strategy and data foundation unlock real value
- [Integrating AI into Business Processes: 3 Success Factors](https://www.tiq-solutions.de/ki-in-unternehmensprozesse-integrieren/): Practical insights from AI projects — why many AI initiatives fail and how to move from pilot to production
- [AI Agents in Practice](https://www.tiq-solutions.de/ki-agenten-in-der-praxis/): Practical overview of AI agent types — analysis, decision, knowledge, content, and automation agents, plus multi-agent systems
- [AI Does Not Understand — It Approximates Probabilities](https://www.tiq-solutions.de/ki-versteht-nicht-sie-approximiert-wahrscheinlichkeiten/): Why language models compute probabilities rather than truth — implications for architecture, governance, and risk
- [Encoder Models — The Workhorses of AI](https://www.tiq-solutions.de/encoder-modelle-die-arbeitspferde-der-ki/): Workshop video on encoder models as key building blocks in modern AI systems and pragmatic project use
- [Success Factors of a Data Analytics Project (Video)](https://www.tiq-solutions.de/video-erfolgsfaktoren-eines-data-analytics-projektes/): Video on challenges and approaches for successful data analytics project execution using agile methodologies
- [Feelgood Management at TIQ Solutions (Interview)](https://www.tiq-solutions.de/feelgood-management-tiq-solutions/): Interview on TIQ's approach to employee wellbeing and organisational culture
- [Employee Spotlight: Janike](https://www.tiq-solutions.de/hinter-den-kulissen-unsere-mitarbeiterin-janike-stellt-sich-vor/): Behind the scenes — team member Janike introduces herself and shares her experience at TIQ Solutions
- [Employee Spotlight: Mathilda](https://www.tiq-solutions.de/hinter-den-kulissen-unsere-mitarbeiterin-stellt-sich-vor-mathilda/): Behind the scenes — team member Mathilda introduces herself and shares her experience at TIQ Solutions
- [Guest on "Einfach Komplex" Podcast by Heisenware](https://www.tiq-solutions.de/zu-gast-im-podcast-einfach-komplex-von-heisenware/): TIQ CEO Andreas Richter discusses process automation on the Heisenware podcast

## Whitepapers, Checklists & Webinars

- [Whitepaper: ESG Reporting](https://www.tiq-solutions.de/whitepaper-esg-reporting/): Whitepaper on ESG reporting challenges, taxonomies, and data-driven sustainability strategy
- [Whitepaper: Data Strategy](https://www.tiq-solutions.de/whitepaper-data-strategy/): Comprehensive whitepaper on developing and implementing a successful data strategy
- [Whitepaper: Data Culture](https://www.tiq-solutions.de/whitepaper-data-culture/): Guide to establishing a data culture — key action areas and implementation model
- [Checklist: AI Integration](https://www.tiq-solutions.de/checkliste-ki-integration/): Practical checklist for successfully integrating AI into an organisation
- [Webinar: Document Processing with AI](https://www.tiq-solutions.de/webinar-dokumentenverarbeitung-mit-ki/): Webinar on AI-optimised document processing with practical use cases
- [Webinar: Data-Driven Sustainability Management](https://www.tiq-solutions.de/screencast-datengetriebenes-nachhaltigkeitsmanagement-2/): Webinar on the intersection of sustainability and digitalisation for companies
- [Best Practices: Data Visualisation](https://www.tiq-solutions.de/best-practices-data-visualization/): Four-part video series on data visualisation best practices with step-by-step examples
- [Use Case: Predictive Maintenance](https://www.tiq-solutions.de/predictive-maintenance-in-der-automatisierten-produktion-use-case/): Use case on data-driven maintenance strategy in automated production
- [Use Case: Automated Sustainability KPI Monitoring](https://www.tiq-solutions.de/automatisierte-ueberwachung-von-nachhaltigkeitskennzahlen/): Use case on automated monitoring of sustainability KPIs with data-driven approaches

## Interactive Tools

- [AI Readiness Check](https://www.tiq-solutions.de/tiq-ai-readiness-check/): Free self-assessment tool to evaluate an organisation's AI readiness with concrete recommendations
- [Data Analytics Maturity Assessment](https://www.tiq-solutions.de/tiq-reifegrad-check-data-analytics/): Interactive maturity assessment of data analytics capability with PDF report generation
- [Power BI Introduction Quote Request](https://www.tiq-solutions.de/angebot-power-bi-einfuhrung-zum-festpreis/): Request a non-binding fixed-price offer for Power BI introduction
- [AI Bureaucracy Reduction Landing Page](https://www.tiq-solutions.de/buerokratie-ade-mit-intelligenter-dokumentenverarbeitung/): Landing page for intelligent document processing with AI to reduce manual paperwork

## Events

- [data:unplugged 2026](https://www.tiq-solutions.de/dataunplugged-2026/): TIQ Solutions