Data Lake & BI

Turn scattered data into business decisions

Measurable deliveries · Senior squad · Full transparency

Data Lake & BI
Highlights

Data Lake & BI

Data lake, data warehouse, data engineering, BI and data governance

Data Lakes

We help build data lakes or data warehouses, both on-premise and SaaS.

Data engineering

ETL/ELT pipelines, data quality and cataloguing so information reaches decision makers in a form they can trust.

Business Intelligence

Using Power BI, Tableau, and more, we improve your strategic data visualization.

DELIVERABLES

What you'll get

Concrete results, clear deliverables and no scope surprise.

Data lake/warehouse (BigQuery, Redshift)

ETL/ELT (dbt, Airflow, Dataflow)

Executive BI dashboards

Semantic layer and data catalog

Trustworthy metrics and dimensional modelling

A foundation ready for AI (data ready for RAG and ML)

Data quality and governance

Privacy by design and anonymization

PROCESS

How this project unfolds

Crystal clear process with milestones and approvals at each step.

1

Discovery

We understand your business, map problems and design the path.

2

Plan

Scope, architecture, costs and timeline — no surprises.

3

Squad

We assemble the right team in up to 7 days, tech lead included.

4

Sprints

Bi-weekly deliveries using SCRUM, with metrics and transparency.

5

Evolution

Ongoing support, 24/7 observability and incremental improvement.

List of technologies

Technologies we use

The right stack for every scenario — cloud, on-prem, hybrid.

AWSAzureGoogle CloudData LakeLakehouseData WarehouseBigQueryRedshiftSnowflakeDatabricksApache SparkApache AirflowKafkadbtETL/ELTSQLPythonPower BITableauLookerData catalogGovernanceData privacy
HANDOVER

Typical deliverables

Source code in your repository
Configured CI/CD pipeline
Technical documentation
Operational runbooks
Observability dashboards
Continuity plan
Team training
Evolution roadmap
Executive report
Who for

Who it's for

We know exactly when and how this service adds value.

Scaling startup

Growing fast, needs to professionalize without losing speed.

Company in modernization

Legacy system, small team and pressure to deliver faster.

Enterprise product team

Needs specific skills without going through internal HR.

MODELS

Engagement models

Pick the model that fits your moment.

Fixed project

Defined scope, fixed price and timeline. Ideal for point deliveries with clear goal.

Dedicated squad

Team allocated monthly, in SCRUM, continuously evolving your product. Flexible ramp up/down.

Consulting by the hour

Monthly hour bucket for ad-hoc consulting, code review, architecture or mentoring.

TRANSPARENCY

What we measure (and show you)

Transparency isn't talk — it's a dashboard.

Velocity

How much the team delivers per sprint — visible and auditable.

Cycle time

Time between picking up and delivering a task — goal: reduce every sprint.

Change failure rate

How many deploys cause rollback — DORA metric.

Test coverage

Percentage of code covered by automated tests.

FAQ

Questions about this service

No hard minimum — we adapt. We start from business value, not technology.
That lives in our AI consulting practice: agents, RAG, predictive models and MLOps. Here we build the data foundation underneath all of it.
Anonymization, isolated environments, encryption at rest and in transit, privacy by design.

Let's solve your business IT

Talk to a solutions architect. No commitment, proposal in up to 48h.

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