Our data services
Data strategy & AI consulting
Your roadmap to becoming a Data & AI Driven Company. Together, we'll develop a data and AI strategy - from maturity analysis to use-case prioritization that delivers real added value.
150+
Successfully completed projects
25 Datastars
Senior Consultants & Engineers
Since 2021
Owner-managed & self-financed
Own AI
Proprietary Technology & Framework
your benefits
Steer your company toward a secure future
More innovation
By strategically focusing on data and AI, you unlock business potential more precisely and comprehensively. This accelerates the innovation process and creates competitive advantages.
High data quality
With clearly defined processes around data management, the strategy ensures lasting high data quality. You benefit from reliable analysis results and increase trust in data.
Reach your goals
Our strategy tells you which steps you need to take from a business, technological, and organizational perspective to reach your digital goals with confidence.
Uncover potential
A data strategy brings Business and IT to the same table. In facilitated dialogue, new ideas and opportunities emerge - and you uncover previously undiscovered potential and value.
Use data effectively
As a fixed part of our consulting, data governance ensures the secure and effective use of data by all users - based on clear guidelines, roles, and standards.
A living Data Culture
A strategy creates the foundation for a lived data culture. You give everyone in the company a sense of purpose and responsibility behind working with data - duty becomes attitude.
Our approach to Data & AI strategy
PHASE 01
Discovery
Strategy: Cloud, Data & AI
- Alignment with business goals
- Cost-benefit analysis
- RAG-Readiness & Fabric suitability
- Cloud & AI Business Value
PHASE 02
Blueprint
Business Case + Roadmap
- Value Engineering
- Precise dimensioning
- Budget security & roadmap
- Economic modeling
PHASE 03
Delivery
Implementation & Operations
- Seamless integration
- Governance frameworks
- Sustainable operation
- Self-healing infrastructure
typical use cases
What we concretely build from your data strategy
Sales forecasting
ML forecast models in Fabric Notebooks (Prophet, XGBoost). External data such as weather, prices, and promotional calendars integrated. Inventory and purchasing data from ERP/CRM. Power BI dashboard with scenario comparison.
+10–25% forecast accuracyInventory optimization
ERP mirroring (SAP / MS Dynamics) directly in Fabric OneLake. Safety stock modeling per SKU and location. Supplier lead time analysis. Replenishment recommendations with write-back to ERP.
−10–25% stable delivery performanceDynamic pricing
Competitive prices from web scraping and marketplace APIs in the Lakehouse. Price elasticity models per product, segment, and channel. Approval workflow with guardrails. Price update API to PIM/Shop/POS.
Minutes instead of days for price updatesSales Performance Management
CRM (Dynamics, Salesforce) and ERP sales data in a Semantic Model. Lead scoring using ML based on history, firmographics, and engagement. Account-360° Dashboard. Automated sales performance reports.
Account-360° instead of data silosReporting consolidation
Source systems via Data Factory and mirroring into Fabric Lakehouse. Medallion architecture (Bronze/Silver/Gold) with clear domains. Central KPI definitions in a Semantic Model. Governance via Microsoft Purview.
-30-50% monthly closing timePredictive maintenance
Sensor and IoT data via Event Hubs in Fabric Real-Time Intelligence. Anomaly detection and remaining lifespan models in Azure ML. Alerting framework with escalation. Service order integration (SAP PM / Field Service).
Predictable instead of reactivereferences
Data & AI projects
Transportation company
Freight Management
AI-Powered Route Planning
Strategy meets Engineering
Classic routing models assume all deliveries, destinations, and time windows are known in advance. In real operations, that's never the case. Together with our client, we developed a hybrid platform that combines mathematical optimization with ML feedback loops — and continuously improves with every dispatcher decision. This combination of reliable strategy and productive engineering is the core of our data and AI consulting.
Real-time route planning
New orders, delays, or cancellations flow directly into the routing calculation.
Better fleet utilization
Better fleet utilization through smart route combinations and order bundling.
Automated compliance
Time windows, driving and rest regulations are part of every proposed route - not an afterthought.
Cost and time savings
Fewer kilometres, less dispatcher overhead, more orders per route.
Customer Testimonials
What our customers say
The collaboration with oneLake was exemplary in every respect — from the initial introduction and project scoping through to the final delivery of excellent results. With oneLake, we have a partner that combines entrepreneurial pragmatism, strong solution-oriented expertise, outstanding commitment in delivery, and an exceptionally personable team all in one package.
Michael Philipp Petri
Managing Director & CEO, Simple System GmbH
Data Strategy & AI Consulting
Ready to make data-driven decisions?
Talk to our team and find out how oneLake supports your data and AI strategy end-to-end – from roadmap to production.
