Services

Data Automation

Sources. Integrate and expand your data

Connect the data your company already has and set up new sources where information is missing. Through APIs, database replication, file drops, or protocol adapters, we make sure data flows automatically without manual exports. We build the ETL/ELT pipelines that ingest, transform, and load your data into a lakehouse, such as Databricks or your existing cloud platform, with live visualizations on top.

Your company
Machine sensors
MES
ERP
CRM
Web shop
Third-party APIs
Excel & CSV
Databases

Architecture. Data lake, warehouse, three layers

Everything lands in a central data lake and is refined in three stages: bronze, silver, gold.

Bronze keeps every record exactly as delivered, written once with its source and timestamp. Silver removes duplicates, normalises units and time zones, and matches keys across systems. Gold turns the refined data into clear, business-ready information that teams can use for reporting, analysis, and decision-making.

PLATFORM & TOOLS

BRONZERawEvery record exactly as delivered
SILVERCleanedDeduplicated, normalised, joined
GOLDReadyBusiness tables, ready to report

Governance. Numbers you can trust

Make decisions with confidence knowing where your data comes from, how it is transformed, and how reliable it is.

Automated quality checks, full data lineage, and clear access controls keep your data accurate, traceable, and secure. Everything runs on your infrastructure and is fully documented, so your team stays in control.

Trusted data

Lineage
Quality
Access
Ownership

Historical analysis. Learn from the data you already have

Bring your historical data together in one place and turn past records into useful insights. Identify patterns, trends, and recurring situations, and compare today's performance with what happened before, helping you make better decisions based on your company's own history.

ILLUSTRATIVE EXAMPLE · NOT CLIENT DATA

HISTORY · 2019–2026 61,320 RECORDS · 4 SYSTEMS
REVENUE€12.4M+8.1% vs 2024
COST PER UNIT€4.62−5.3% vs 2024
ON-TIME DELIVERY94.1%+3.2 pts vs 2024
OUTPUT BY YEAR
19
20
21
22
23
24
25
26
SEASONALITY · BY MONTH
JANJUNDEC
SIMILAR SITUATIONS MAR 20200.94 MAR 20230.91 NOW

Forecasting. Predictive modeling

Use your historical and current data to predict demand, throughput, workload, costs, and other key business metrics.

Every forecast includes a clear confidence range that makes its assumptions transparent, so you can weigh the risk and spot early when operations start to drift from the model.

Decision support. From data to action

Turn complex data into clear, actionable recommendations. Our decision support systems evaluate different scenarios, test what-if options, and identify the best course of action based on your data and business rules. Your teams can make faster, better-informed decisions while always understanding why a recommendation was made.

PROJECTED MARGIN +1.5 ptsVS NO ACTION

Something like this in mind?

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