Solutions
From the robot cell to the knowledge bot
DATANOMIQ AG develops and integrates data and AI systems for industrial companies. Our solutions build on each other: data first, then the platform, then the intelligence – and each stage delivers measurable value on its own.
01
Robotics & Smart Factory
Robots generate cycle, quality and condition data. We make sure this data travels upwards – and that results flow back into the cell as new parameters.
Integration of Robotic Systems
Integration of robotic systems into the IT infrastructure: from the robot cell via cobots and AMR fleets to humanoid and quadruped robots.
- Connection via OPC UA, MQTT and fieldbus – edge gateway to MES and digital twin
- Cell controllers and PLCs for real-time control, workpiece flow with RFID
- Safety zones, collaborative zones and safety data kept in view
Fleet Orchestration & Edge AI
Orders are distributed dynamically across robot cells, AMR fleets, humanoids and quadrupeds – with inference running directly at the edge.
- Dynamic order allocation across robot generations
- Edge data centre and control room as the bridge between OT and IT
- Data from all fleets in one shared digital twin
Localisation & Customising of Robotics
Adapt robot solutions to your site, your plants and your processes – including interfaces, standards and language.
- Adaptation to existing plants without rebuilding the cell
- Inline vision inspection and AI image processing directly in the line
- Commissioning, training and operation
02
Data & Platform
Without a reliable data foundation, every AI remains an experiment. We build the platform on which your models, analyses and reports run.
Data Lakehouse
Storage of all machine, movement and order data in structured layers and data lake containers – as a single source of truth.
- Data warehouse and data lake in one architecture
- Reliable foundation for reports, models and the digital twin
- Microsoft Cloud, Databricks, BigQuery – or on-premises
Data Platform for Enterprise Systems
ERP, MES, WMS, SRM, CRM and machine data in one scalable, universal data and AI platform based on Microsoft cloud technology.
- Automated data pipelines and data quality checks
- APIs for machine learning, process mining and business intelligence
- Governance: access, roles and traceability
Performance Monitoring & KPI Cockpit
Manufacturing KPIs in the daily shop floor meeting – from real data instead of estimates.
- As-is process instead of PowerPoint process
- Make WIP, bottlenecks, rework and loops visible
- Measures made measurable: before/after comparison
03
Enterprise AI
Artificial intelligence that works on your data – in the cloud or locally inside your infrastructure.
Enterprise AI & Knowledge Bots
Multi-layered enterprise AI based on document vectorisation and large language models – with a comprehensive data access and governance layer.
- Knowledge bot with access to ERP, document and other data pools
- Semantic search across reports, specifications and contracts
- Central dispatching of orders from the ERP to the robot smart factory
Local AI
Local hosting of language and vision models as well as vector databases – data sovereignty included.
- Operation in your data centre or with a Swiss hosting provider
- Open models adapted to your terminology and documents
- No transfer of sensitive production or customer data
AI Agent Automation
AI agents and workflow automation, e.g. with n8n, connect models with your ticketing system, e-mail, ERP and Microsoft Teams.
- Ticket classification and assignment with ML clustering
- Automated document creation and review
- Live monitoring and evaluation with process mining models
NLP & Computer Vision
Machine understanding of text, receipts and images – from the invoice to the workpiece.
- Named entity recognition and account mapping on invoices
- AI image processing for inline quality inspection
- Text mining on ticket descriptions, notes and reports
04
Analytics & Process Intelligence
From descriptive to prescriptive: we take your analytics to where it prepares decisions – or automates them.
Process Mining
Data-driven process analysis based on event logs from ERP, CRM, SRM, ITSM and PLM. Delivers up to 100% process and data transparency – and thus higher data quality.
- Auditing and compliance checks
- Extraction of best and worst practices, e.g. as requirements before an ERP migration
- Identify bottlenecks, duplicate work, waiting times and automation potential
Prediction Systems
Predictive analytics for failures, demand and financial KPIs – with models that learn from your process data.
- System failure prediction from sensor and process features
- Demand forecasts for working capital optimisation
- Revenue and customer lifetime value forecasts with time series models
Data Analytics Evolution
We advance your analytics step by step: from standard reporting via diagnostics and prediction to optimisation.
- Descriptive: what happened – and when?
- Diagnostic and predictive: why – and what comes next?
- Prescriptive: how must the business be configured to reach the optimum?
Digital CFO Advisory
Audit readiness, data transparency and financial data quality in real time – with AUDAVIS, a software developed together with auditors and founded by our founder.
- Real-time overview of financial data for CFO, controlling and auditors
- Proactive audit readiness for financial audits, tax audits and due diligence
- Trend analyses, benchmarks, liquidity KPIs and reconciliation of financial and material movements
Which solution fits your situation?
In a first conversation we clarify where you stand – and which step has the biggest effect.