Data Consolidation & Pipeline Automation

Your business runs on a dozen different apps: Shopify for sales, HubSpot for CRM, Xero for accounting, and maybe a custom legacy system for inventory. The problem? None of them talk to each other natively. Without a centralized pipeline, answering a simple question like “What is the lifetime value of a customer acquired through our latest marketing campaign?” requires hours of manual cross-referencing.

We engineer the “plumbing” that automatically extracts, cleans, and loads your data into one secure, centralized hub.

How We Do It

We bring enterprise-grade ETL (Extract, Transform, Load) and ELT methodologies to the SMB space. We replace fragile point-to-point integrations (like Zapier scripts that constantly break) with resilient code. We connect directly to your software’s APIs, extract the raw data, standardize the messy inputs, and store it in a lightweight, scalable cloud data warehouse.

Key Capabilities

• Custom API Integrations: We write secure scripts to pull data from SaaS platforms that don’t have native connectors, ensuring no data is left behind.
• Automated Data Cleansing: We build logic to automatically handle duplicate records, standardize date formats, and clean up human-entered typos before the data ever reaches your reports.
• Lightweight Data Warehousing: We set up cost-effective cloud storage (like Azure SQL, Snowflake, or BigQuery) scaled specifically for your volume, so you only pay for what you use.
• Orchestration & Alerting: We schedule your pipelines to run overnight or continuously, with automated webhooks that alert our team instantly if a source system changes its API or drops a connection.

Technologies We Leverage

• Architecture: ETL / ELT, Cloud Data Warehousing, Data Lakehouses
• Tools: dbt (data build tool), Azure Data Factory, Python, SQL
• Cloud Platforms: Microsoft Azure, AWS, Google Cloud