Capabilities / Data & AI

Data platforms that power intelligent decisions

From data pipelines and real-time analytics to feature stores and governance — we operationalize data as a strategic asset.

200+Data pipelines in production
10TB+Data processed daily
50+ML models operationalized
99.9%Pipeline reliability
// OUR APPROACH

Data that compounds over time.

approach.details
Databricks & Delta Lake
Snowflake architecture
Data mesh design
Multi-cloud data strategy

Lakehouse architecture at scale

We build modern data architectures on Databricks, Snowflake, and Delta Lake that unify batch and streaming workloads — giving you one consistent platform for analytics, ML, and operational intelligence.

0TB+Data processed daily across client platforms
approach.details
LGPD & HIPAA compliance
Data lineage & provenance
Access policies & RBAC
Automated audit trails

Governance built for regulated industries

In financial services and healthcare, data governance isn't optional. We embed LGPD, HIPAA, and SOX compliance into the data platform itself — lineage, access control, and audit trails from day one.

0%Regulatory compliance across all data products
approach.details
MLflow model registry
Feature store (online/offline)
Drift detection & alerting
Automated retraining pipelines

ML in production, not just notebooks

We bridge the gap between data science and engineering — building ML pipelines, feature stores, and model monitoring systems that keep models performing in the real world, not just on test sets.

0+ML models in production operations
// WHAT WE BUILD

Data capabilities that compound

From raw data to production intelligence — end to end.

Data Platforms & Lakehouses

Modern data architectures on Databricks, Snowflake, and Delta Lake — unifying batch and streaming workloads.

DatabricksSnowflakeDelta Lake

Real-time Analytics

Sub-second analytics pipelines with Kafka, Flink, and Spark Streaming for operational intelligence.

KafkaFlinkReal-time

Data Pipelines & ETL/ELT

Reliable, observable data pipelines with dbt, Airflow, and modern orchestration patterns for regulated environments.

dbtAirflowData Quality

Feature Stores & ML Data

Centralized feature engineering, online/offline serving, and data versioning to accelerate ML model development.

Feature StoreML DataVersioning

Data Governance

Metadata management, data cataloging, lineage, and access control for regulatory compliance in financial services and healthcare.

GovernanceLGPDHIPAA

ML Operationalization

End-to-end MLOps — model registry, CI/CD for ML, drift monitoring, and automated retraining pipelines.

MLOpsMLflowCI/CD for ML

Ready to turn data into a competitive edge?

Talk to our data engineering team about your platform and analytics challenges.