Services

Every layer of the data platform, one accountable team.

Engage us for a single pipeline or the full platform — architecture, build and operations are handled by the same engineers throughout, not handed off between teams.

Data Engineering

Batch and streaming pipelines, data warehousing, and ELT/ETL built for accuracy and scale — not just a working demo.

Apache SparkAirflowdbtKafkaPySpark

Cloud Engineering

Cloud architecture, infrastructure automation and migration planning across AWS and Azure.

AWSAzureTerraformKubernetesDocker

Data Warehousing

Modern warehouse design on Snowflake or Databricks, with modeling standards your analysts will thank you for.

SnowflakeDatabricksdbt

Analytics Engineering & BI

Governed semantic layers and dashboards so every team works from the same numbers.

Power BITableaudbt

Machine Learning Pipelines

Feature engineering, training pipelines and MLOps to take models from notebook to production reliably.

PySparkMLflowDatabricks

Generative AI Solutions

Retrieval-augmented generation and applied AI products grounded in your own governed data.

RAGVector SearchAPIs

Streaming Pipelines

Real-time ingestion and processing for use cases where "overnight" isn't fast enough.

KafkaSpark Streaming

Data Migration

Legacy system and warehouse migrations sequenced to avoid business disruption.

CDCAWS GlueSnowflake

API Integrations

Reliable connectors between your platform, SaaS tools and internal systems.

FastAPIRESTWebhooks
Reference architecture

A typical enterprise platform we build

Ingestion, transformation, storage and serving — each layer monitored and governed.

SOURCES App DBs Postgres · MongoDB SaaS & APIs Events · Webhooks INGEST + TRANSFORM Kafka / API Gateway Streaming intake Lambda / Glue Transform jobs STORE + MODEL Amazon S3 Raw + curated lake Snowflake Modeled warehouse SERVE BI & Dashboards Power BI · Tableau APIs & AI Apps RAG · FastAPI Orchestrated by Step Functions · Observed by CloudWatch · Events via EventBridge

Not sure which service you need?

Tell us what's breaking or what you're trying to build — we'll recommend a starting point, not a full-suite pitch.