Source-to-target mapping
We document lineage, transformations, and business rules so every field in your warehouse is explainable.
ANSI Analytics Services
ETL & ELT Development Services
Integrate disparate systems with ETL and ELT pipelines engineered for reliability, observability, and clear ownership. We connect ERP, CRM, finance, and operational sources into analytics-ready datasets.
Tooling across the Microsoft stack
ADF, Fabric Data Pipelines, SSIS, and stored-procedure-based ETL — chosen for fit, not hype.
Reconciliation & data quality
Automated row counts, balance checks, and exception queues catch issues before executives see them.
Frequently Asked Questions
- ETL vs ELT — which approach do you recommend?
- It depends on your warehouse engine and team skills. We often land raw data first (ELT) in lakehouses, with curated marts for BI.
- Can you integrate Odoo, SAP, or custom APIs?
- Yes. We have delivered ERP, payment gateway, and REST API integrations across retail, finance, and manufacturing clients.
- How do you handle pipeline failures?
- Retries, dead-letter patterns, alerting, and runbooks are standard. We design for operability, not just first-run success.
Let's deliver the right solution for your business
We've helped 120+ clients discover growth through data engineering, analytics, and intelligent automation.