01
Connect ERP and CRM data
Provide consistent master and transaction data for operational analysis and downstream processes.
Service
Data engineering for dependable data flows
We connect operational systems, files, and APIs into traceable data products that reporting, automation, and AI can rely on.
The challenge
Evolved data landscapes contain breaks, manual handovers, and unclear ownership. Analytics becomes slow, processes become fragile, and AI initiatives become difficult to audit.
What we build
We design data flows with clear contracts, quality rules, observability, and ownership. Existing systems remain the starting point; new platform components are added only where they serve a concrete purpose.
Scope
What you get
The exact scope follows your systems and process context. These components establish a robust shared foundation for delivery.
- 01Inventory of sources, interfaces, and data ownership
- 02Target design for batch, streaming, and API data flows
- 03Implemented transformation and orchestration pipelines
- 04Quality rules, lineage, and technical documentation
- 05Monitoring, failure paths, and recovery design
- 06Operational handover with clear responsibilities
Application
Typical use cases
Concrete situations where data access, process logic, and accountable operation need to work together.
02
Replace manual file handovers
Move recurring spreadsheet and CSV flows into traceable, monitored pipelines.
03
Use machine and event data
Structure time series and events for quality control, maintenance, and process management.
04
Prepare data for AI systems
Deliver approved, current, access-controlled data products for search, models, and agents.
Context
Questions to resolve before starting
Next step
Which data must come together reliably for your process?
Tell us about the sources, handovers, and business process. We will frame where a dependable data flow should start.
Related services
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We develop cloud and lakehouse platforms with clear product boundaries, governance, and operating models that fit your existing data landscape.
Reliable Search & Knowledge Retrieval from Your Data
Build traceable search and retrieval systems for documents, databases, and knowledge sources.
Automate Business Processes End-to-End
Automate suitable process steps with clear rules, system integration, and purposefully applied AI.