Engineering

Why We Built DBMigrateAIPro: The Migration Tool We Always Needed

Rakesh Mamidala·Founder & Lead Engineer··6 min read

The Problem With Migration Tooling

In 2005, migrating a database meant weeks of manual schema scripting, custom ETL pipelines written in Perl, and a cutover weekend that nobody slept through. In 2026, most teams are still doing it the same way — just with fancier spreadsheets.

We have migrated over 500 enterprise databases across two decades. Oracle estates with 400 stored procedures. Multi-terabyte partitioned tables. PL/SQL packages that had not been touched since 2008. Every time, we used a patchwork of tools — some commercial, most homegrown — stitched together with shell scripts and hope.

Two Camps, Neither Good Enough

Migration tools fell into two camps:

  • Basic schema converters — they handled CREATE TABLE statements and then left you alone with 300 procedures to translate by hand. Fast to start, painful to finish.
  • Expensive enterprise suites — they promised everything, delivered consultants, and billed you hourly while things broke. The tool was often secondary to the services contract.

Neither camp solved the actual hard problems: PL/SQL conversion at scale, zero-downtime cutover using CDC, and row-level validation that could mathematically prove your data arrived intact.

What We Built Instead

In 2024, we started building the tool we always wished had existed. DBMigrateAIPro is built from 20 years of hard-won experience on real production databases:

  • AI-powered PL/SQL transpiler — handles packages, triggers, cursors, and autonomous transactions. Not just simple functions. Every converted object is reviewed by our engineers.
  • CDC-based zero-downtime cutover — keeps PostgreSQL in sync with Oracle via LogMiner until the moment you flip the switch. Sub-second lag at cutover.
  • Row-hash checksum validation — at the partition level. We do not call a migration complete until every partition is verified. Row counts are not enough.
  • Fixed-price engagements — hourly billing incentivises slow migration, not fast. We scope upfront, fix the price, and own the outcome.

Free for Year 1 — No Catch

We launched DBMigrateAIPro as fully free for the first year (May 2026–May 2027). No license key. No credit card. No usage limits on Pro features. No catch.

We want it on real databases facing real problems. A tool only gets battle-tested on real production workloads — not on demo datasets. The more diverse the migrations, the stronger the engine gets for everyone.

Who It Is For

If you have been putting off an Oracle migration because the process felt too risky, too expensive, or too time-consuming — that is exactly who we built this for. Whether you want to run it yourself or hand the whole project to our team, the tool and the expertise come from the same place.

Download it free, migrate something real, and tell us what breaks. That feedback is how we build the best migration tool on the market.

Get started today

  • 🔗 Download free: medaxai.com
  • 🔗 Managed migration service: medaxai.com/oracle-migration-experts
  • 🔗 Book a free scoping call: medaxai.com/contact