Modernize Your Legacy Code
to Modern Platforms.

95% deterministic parsing. 99% with AI augmentation.
MigryX converts SAS, Talend, Alteryx, DataStage, Informatica, and more into production-ready Python, Snowflake, and Databricks — with full column-level data lineage included.

99%
Parser Accuracy (up to 99% with optional AI)
25+
Technologies Parsed
85%
Faster Modernizations
15+
SQL Dialects
migryx.com  •  hello@migryx.com
The Problem

Legacy platforms cost more every year — and the talent is leaving

Manual modernization is slow, risky, and expensive. MigryX eliminates the guesswork.

⚠️
Without MigryX
  • ✗ Manual rewriting takes months — often years
  • ✗ Critical business logic lost in translation
  • ✗ No automated lineage or documentation
  • ✗ Legacy platforms the team can no longer extend
  • ✗ Shrinking talent pool for legacy technologies
  • ✗ Security risks from unsupported software
✅
With MigryX
  • ✓ Automated conversion — +95% parser accuracy, up to 99% with optional AI
  • ✓ Every transformation preserved and validated
  • ✓ Complete column-level lineage from day one
  • ✓ 60–85% cost reduction vs. manual modernization
  • ✓ Modern platforms attract modern talent
  • ✓ On-prem, air-gapped deployment — full security
Methodology

Legacy to production in four steps

1

Discover

Upload your codebase. Compass maps every dependency, table, and transformation.

2

Parse + AI

Precision parsers translate each program. Merlin AI boosts accuracy to 99%.

3

Validate

Automated data validation ensures output parity between legacy and modern code.

4

Deploy

Ship to Snowflake, Databricks, or any cloud — with full lineage docs.

Technology Coverage

Any source. Any target. One platform.

25+ technologies parsed, 11+ target platforms supported. MigryX handles the full modernization landscape.

Source Technologies
SAS
→
Talend
→
Alteryx
→
DataStage
→
Informatica
→
SSIS
→
Oracle PL/SQL
→
Teradata BTEQ
→
PySpark
→
Dataflux
→
Oracle ODI
→
Q
SQL
→
›
MigryX Parser Engine
MigryX Parser
›
Target Platforms
Python
→
PySpark
→
Snowflake
→
Databricks
→
BigQuery
→
Azure Fabric
→
AWS / Redshift
→
Iceberg
→
DBT
→
Polars
→
IDMC
→
🔎
Precision Parsing
Custom-built AST for each technology. +95% deterministic accuracy.
🧠
Optional AI Augmentation
Merlin AI resolves ambiguity, infers intent. Boosts to 99%.
📈
Column-Level Lineage
Automated STTM and data lineage from source to target.
🔒
Air-Gapped Deployment
On-prem, fully isolated. Your code never leaves your network.
Optional: Merlin AI Engine

Parsing gets you to 95%. AI takes you to 99%.

Traditional parsers hit a ceiling. Merlin AI is a domain-trained intelligence layer that understands legacy code semantics — not just syntax.

What makes Merlin AI different

Ambiguous macros, undocumented transformations, implicit type coercions — Merlin AI resolves what deterministic parsers cannot.

🔎
Contextual Resolution Resolves macro variables, implicit joins, and environment-dependent logic that deterministic parsers miss.
🧠
Semantic Understanding Infers business intent behind transformations — not just translating syntax line by line.
📄
Auto-Documentation Generates human-readable docs, data dictionaries, and STTM mappings automatically.
📈
Continuous Learning Improves accuracy as it processes more of your codebase, adapting to your patterns.
merlin_ai_output.py
# Source: PROC SQL (SAS)
# AI resolved: &env_schema → 'prod'
import pandas as pd
 
def transform_claims(df):
  # AI inferred: inner join intent
  result = df.merge(
    ref_table, on='claim_id',
    how='inner'
  )
  return result
Conversion Accuracy 99.2%
Platform

Three products. One modernization platform.

Discover, convert, trace, and validate — every transformation, end-to-end.

Lineage

Atlas

Universal data lineage and STTM mapping across every source and target platform.

  • Column-level traceability
  • Automated STTM generation
  • Cross-platform dependency mapping
  • Impact analysis & documentation
  • Visual lineage explorer
Discovery

Compass

Codebase discovery and modernization planning — before writing a single line of code.

  • Dependency mapping
  • Complexity scoring
  • Scope assessment
  • Risk identification
  • Modernization roadmap generation
Optional AI

Merlin AI

Domain-trained AI that understands legacy semantics and boosts parser accuracy to 99%.

  • Macro & variable resolution
  • Business logic inference
  • Auto-documentation
  • Continuous learning
  • Conversational Q&A interface
99%
Parser Accuracy
4–8x
Faster Than Manual
60–85%
Cost Reduction
25+
Technologies Parsed
🔒

On-Premise & Air-Gapped

Your source code never leaves your network. Fully isolated, zero external dependencies.

⚙️

Docker & Kubernetes

Containerized on Docker, Kubernetes, or OpenShift. Scales with your workload.

🛡️

Enterprise Security

SOC 2 certified. Role-based access control and complete audit trails.

Trusted by enterprise data teams across
Fortune 500
Financial Services
Healthcare
Government
Insurance
Retail
Telecom
Pharmaceutical
Why Now

Your competitors are already modernizing. Are you?

Every month on legacy platforms costs you in licensing, talent scarcity, and missed opportunities.

💰

Cut Legacy Licensing Costs

SAS, Informatica, and other legacy platform licenses consume millions annually. Modern open-source and cloud-native alternatives deliver more for less.

👥

Attract Modern Talent

New data engineers want Python, Spark, and Snowflake — not 20-year-old ETL tools. Modernize your stack to recruit and retain top talent.

🚀

Accelerate Innovation

Legacy platforms limit agility. Cloud-native architectures enable real-time analytics, ML pipelines, and the data products your business demands.

🛡️

Reduce Compliance Risk

Aging platforms often lack modern security controls. MigryX modernizes you to SOC 2-compliant environments with full audit trails and lineage.

📈

Preserve Business Logic

Decades of institutional knowledge live in your legacy code. MigryX preserves every transformation with column-level lineage — nothing gets lost.

⚡

4–8x Faster Delivery

Manual modernization takes years. MigryX’s parsing + AI approach delivers production-ready code in a fraction of the time — with higher accuracy.

For Decision Makers

See your code modernized — live.

15–30 minute demo tailored to your stack. No slides — we modernize your actual code in real time so you can evaluate accuracy, lineage, and output quality firsthand.

60–85%
Cost Reduction
4–8x
Faster Than Manual
99%
Parser Accuracy
or email hello@migryx.com

Stop maintaining legacy.
Start shipping modern.

Join the enterprises that have already modernized millions of lines of legacy code to modern cloud platforms — with +95% parser accuracy (up to 99% with optional AI) and complete data lineage.

60–85%
Cost Reduction
4–8x
Faster Than Manual
99%
Parser Accuracy
hello@migryx.com | migryx.com
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