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Data Foundation

Data engineering

Reliable, governed data pipelines that give your AI a foundation it can actually trust.

What you get

End-to-end pipeline design from every source system to your analytics and AI layer
Cloud-native architecture on Azure Data Factory, Synapse Analytics, or Databricks
Snowflake data warehouse configuration and enterprise semantic modelling
Automated data quality checks with alerting before bad data reaches your dashboards
Full technical documentation and knowledge transfer — your team owns it after we leave

How it works

Week 1
Source system audit, data landscape mapping, and quality baseline
Week 2–3
Pipeline architecture design, review, and stakeholder sign-off
Week 4–6
Build, unit testing, and end-to-end data flow validation
Week 7–8
Production deployment, monitoring setup, and team handover

Technology we use

Azure Data Factory
Azure Synapse Analytics
Databricks
Snowflake
dbt
Azure DevOps

Start here

Ready to see what 8 weeks can deliver?

Tell us your biggest data bottleneck. We will show you exactly what an AI agent could do about it — in one conversation.

Book a 30-min strategy call teamsupport@otma.io

Response within one business day · No commitment required

AI insights

One practical email per month — real deployments, real results, and what we are learning from the field. No noise.