Data you can trust
Migrations without the sleepless nights.
Moving from spreadsheets to a database isn't just about storage; it’s about integrity. We build repeatable, validated pipelines so your team can stop questioning the numbers and start using them.
Ideal for replatforming, cleanup, and consolidation · Typical engagement: 3-6 weeks
What you get
Outcomes you can expect from an engagement.
- A mapped, well-understood data model between source and destination.
- Scripts and processes that can be re-run safely if needed.
- Checks and reports so you know what moved, what changed, and why.
- Minimal downtime and disruption for your team and customers.
A good fit if…
When this service tends to deliver the most value.
- Teams moving between CRMs, ERPs, or billing systems.
- Businesses consolidating multiple tools or legacy systems.
- Organizations that can't afford to lose history or corrupt records.
How we work
A typical engagement from first call to launch.
- 01Assessment of current systems, data quality, and edge cases.
- 02Design of mapping, transformation rules, and migration strategy.
- 03Dry runs in non-production environments with validation.
- 04Production cutover with monitoring and post-migration support.
Typical stack
Common tools and platforms we use for this type of work.
Postgres / MySQLCSV / JSON pipelinesZoho / HubSpot / Shopify / StripePython ETL scriptsCloud storage (S3, etc.)
Client impact
Moving critical data without breaking the business.
Migrations are high-stakes by definition: the data has to be right, and the business can't stop to get there. We've helped teams move from legacy tools and spreadsheets into cleaner, more resilient systems with a plan that everyone can understand and trust.
- Spreadsheet Consolidation: Unified dozens of disconnected spreadsheets into a single queryable database for finance and operations teams.
- Integrity-First Migration: Moved massive volumes of historical records with full auditability, validation, and rollback.
- Automated ETL: Converted flat CSV sales exports into an automated pipeline feeding real-time analytics and accounting tools.