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We audit your existing data sources, targets, and processing rules. Together we define schema validations, latency requirements, and access controls for all data feeds.
We configure the orchestration environment on AWS, Azure, or GCP using Apache Airflow or Prefect. We establish secure connections to database endpoints and API keys.
We build custom connectors or integrate toolsets like Fivetran and Airbyte to pull data from internal databases and SaaS APIs. We implement strict incremental loading models.
We build SQL-based data transformations using dbt to clean, denormalize, and format raw data inside your warehouse. We set up automated testing for all models.
We run historical backfills and test the pipeline against database failures, API rate limits, and corrupted inputs. We configure alerting integrations with Slack or email.
We deploy the scheduled pipeline, starting with a monitoring pilot period to verify data consistency. We handover clean system documentation and train your operations team.
We believe in radical transparency. You'll always know where your project stands and what comes next.
Progress reports every week
Communicate with your team
Clear deliverable checkpoints
Complete technical handoff
Let's begin with a conversation about your project goals.