Modern data engineering — warehouses, lakes, streams, and the governance layer — built so analysts and AI teams stop arguing about which number is real.
Who this is for
We build teams around modern engineering ecosystems ensuring every developer is aligned with your stack, workflows, and delivery standards.
Batch & Stream ETL
Orchestration
Real-time Streaming
Data Integration
Every engagement is led by senior practitioners. You meet them in the pitch; they ship the work.
Snowflake, BigQuery, Databricks, Redshift — architected for cost, performance, and governance.
Fivetran, Airbyte, custom CDC, and event pipelines — observable, idempotent, and replayable.
Layered models, tests, exposures, and semantic layer — analysts can self-serve safely.
Kafka, Flink, Materialize, and Snowpipe — for use cases where seconds matter.
Catalog, lineage, PII tagging, and access controls — wired into the warehouse, not bolted on.
Tecton, Feast, or warehouse-native — supporting both batch training and real-time inference.
Workload tuning + warehouse rightsizing on a Snowflake bill running 7 figures.
Reduced from a 6-hour batch to a sub-2-minute CDC stream for a fintech.
Every model traced from source to dashboard — default on every engagement.
Numbers are real, names are sometimes changed at the client's request.
Challenge — Nightly batch jobs missed SLAs during peak season; business trusted Excel exports more than the warehouse.
What we did — dbt + Airflow lakehouse with data contracts and freshness alerts. Pipeline SLAs met 99.2% over peak quarter.
Challenge — Claims data sat in silos — actuarial models ran on stale extracts with no lineage for regulators.
What we did — Unified bronze-silver-gold model with lineage in OpenLineage. Regulatory submissions cut from 3 weeks to 4 days.
Usually not — we work with what you have, and migrate only when the ROI is clear.
Yes — we run enablement, code reviews, and embedded analytics engineering pods.
Column-level masking, row-level security, and tagged lineage — designed for SOC 2, GDPR, and HIPAA.
Free consultation
Drop your requirement and our expert will analyze further
Outlining it, we will build roadmap and connect with you
Further, finalize the approach and begin implementation
A 30-minute call with a senior engineer. No sales theatre — just a real assessment of fit, scope, and timeline.
