Reduction in migration costs vs. manual methods
Faster time-to-cloud with parallel automation
Migration accuracy with auto-validation
Automated conversion achieved by LATAM Airlines
Why Enterprises Are Urgently Seeking Oracle Migration Tools in 2026
Oracle databases have powered mission-critical enterprise workloads for decades. But in 2026, the calculus has changed dramatically. Soaring licensing fees, strict vendor lock-in, and the relentless pressure to migrate to cloud-native architectures are pushing organizations to act — fast.
Yet migrating from Oracle to PostgreSQL is anything but straightforward. Complex stored procedures, PL/SQL-embedded applications, schema compatibility gaps, and the looming risk of downtime make manual migration a costly gamble. This is exactly why selecting the right oracle migration tool — one built for modern automated database migration — is the single most important architectural decision your team will make this year.
“Organizations that automate their Oracle migration process save millions in licensing while reclaiming months of engineering productivity — but only if they use the right platform.”
⚠️ Why Manual Oracle Migration Fails Enterprises
Runaway Costs
Manual remediation of PL/SQL alone can exceed 60% of total migration effort, blowing project budgets.
Months of Downtime Risk
Without parallel execution, large Oracle estates can take 12+ months — crippling business continuity.
Hidden Dependencies
Oracle packages, composite partitioning, and custom schema constructs create invisible landmines during cutover.
No Single Source of Truth
Fragmented tooling creates ambiguity and rework — the root cause of most migration project failures.
Compliance Exposure
Sensitive data unmasked during transit violates HIPAA, SOX, and GDPR — a risk most tools ignore.
No ROI Visibility
Teams proceed without quantified business cases — leading to post-migration regret and stakeholder distrust.
Meet DMAP: The #1 Automated Oracle Migration Tool for 2026
DMAP (Database Modernization Acceleration Platform) by Newt Global is an AI-powered, enterprise-grade oracle migration tool purpose-built to eliminate every friction point in the Oracle-to-PostgreSQL journey. Unlike generic tools that stop at DDL conversion, DMAP automates the entire lifecycle — from deep discovery to post-migration validation — with agentic AI driving every step.
DMAP outperforms competing platforms by more than 50% in benchmarks and delivers the minimum number of hours required for complete remediation and migration.
Automatic Assessment & Discovery
DMAP meticulously scans your entire Oracle database estate — schema, data types, stored procedures, constraints — and generates a comprehensive migration readiness report with zero guesswork.
Parallel Execution at Scale
Using containerization technology, DMAP scales horizontally with parallel execution — slashing elapsed migration time dramatically for even the largest Oracle environments.
Agentic AI Code Transformation
Unlike regex-based converters, DMAP AI uses grammar-based parsers + ML semantic inference to refactor PL/SQL packages, cursor loops, and Oracle-specific constructs into PostgreSQL equivalents with deterministic precision.
Auto-Validation & Data Integrity
Built-in schema and data validation automatically executes checks and balances throughout migration — certifying 100% accuracy without manual QA overhead.
TCO & ROI Analysis
DMAP calculates Total Cost of Ownership and projected Business Case ROI upfront — giving executives the data-driven confidence to greenlight migration budgets.
GenAI-Powered Data Masking
For regulated industries, DMAP integrates with GenAI API to automatically mask PII in non-production environments — ensuring HIPAA and SOX compliance throughout the migration lifecycle.
How DMAP Automates Your Entire Oracle Migration Journey
Discovery
Deep scan of every Oracle component, dependency & interface
Assessment
Automated compatibility report + TCO/ROI business case
Conversion
AI-powered schema, PL/SQL & application code transformation
Migration
Parallel @scale data transfer with minimal downtime
Validation
Auto-validation of schema, data, and application integrity
LATAM Airlines Achieves 98% Automated Oracle Migration with DMAP
One of the most compelling proof points for DMAP’s automated database migration capabilities came in early 2026, when LATAM Airlines leveraged the platform to modernize its Oracle database estate. The result: an industry-leading 98% automation rate — dramatically reducing manual engineering hours and delivering the migration on time and under budget.
Similarly, enterprises like Nabors and American Airlines have leveraged DMAP on AWS to transform their infrastructure — achieving migrations in a fraction of the time and cost of traditional approaches.
Automated conversion rate
vs 12 months estimated manually
Cost reduction achieved
DMAP vs. Other Oracle Migration Tools: 2026 Head-to-Head
Not all oracle migration tools are equal. Here’s how DMAP stacks up against the leading alternatives across the most critical enterprise requirements:
| Capability | DMAP by Newt Global | AWS SCT | Azure DMS | Manual Scripts |
|---|---|---|---|---|
| PL/SQL Semantic Conversion | ✔ AI-powered | ⚡ Partial | ⚡ Partial | ✖ |
| Parallel @Scale Execution | ✔ Containerized | ✖ | ⚡ Limited | ✖ |
| Auto Schema + Data Validation | ✔ Built-in | ⚡ Basic | ⚡ Basic | ✖ |
| TCO / ROI Business Case | ✔ Automated | ✖ | ✖ | ✖ |
| PII Masking & Compliance | ✔ HIPAA, SOX | ✖ | ⚡ Partial | ✖ |
| Dependency Graph & Impact Analysis | ✔ Graph engine | ✖ | ✖ | ✖ |
| Multi-Cloud Support (AWS/Azure/GCP) | ✔ All three | AWS only | Azure only | ✖ |
| Benchmark Performance vs. Peers | ✔ 50%+ faster | Baseline | Baseline | Slowest |
☁️ Multi-Cloud. One Oracle Migration Tool.
DMAP integrates natively with all leading cloud platforms — giving you the flexibility to migrate to the environment that suits your business best.
Built for Regulated, Mission-Critical Environments
DMAP AI is not just a developer-friendly accelerator — it’s an enterprise-grade platform with deep security and compliance controls baked in:
DMAP’s migration-as-code framework delivers declarative YAML specs, AI-powered pipeline scheduling, and automatic rollback checkpoints at logical transaction boundaries — making every migration repeatable, auditable, and CI/CD-ready.
Oracle Migration Tool FAQ
Ready to Escape Oracle’s High Costs?
Join hundreds of enterprises that have used DMAP to cut migration costs by 50%, achieve 100% data accuracy, and reach the cloud faster than they ever thought possible.