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Enterprise Data Platform Modernization

Migrate your legacy
data stack 60% faster

Artilegenz uses AI to automate the hardest parts of enterprise data migration — schema conversion, ETL translation, and reconciliation — so your team delivers business value, not plumbing.

60%
Faster than manual
120TB
Migrated, zero data loss
2,400+
ETL objects converted
$2.4M
Avg. cost avoided
Platform Demo — Any Source to Any Target Migration

▶ Click to play · Watch AI discover, convert and migrate any enterprise platform to any modern cloud target — automated end to end in under 60 seconds.

Proven migration paths
SAP BODSSnowflake + dbt
TeradataSnowflake
Oracle PL/SQLSnowflake
Informaticadbt + Airflow
SQL ServerDatabricks
HANA ViewsSnowflake CTEs
Why Artilegenz

Built for enterprise scale,
not side projects

Purpose-built for complex, multi-system migrations where manual approaches fail — or take years.

Compress your timeline
Manual migrations of enterprise data warehouses routinely take 18–36 months. Artilegenz automates schema analysis, code conversion, and reconciliation — cutting delivery timelines by more than half.
60%
Faster delivery
Zero data loss guarantee
Our AI-generated reconciliation engine produces row-count assertions, numeric tolerance checks, and field-level delta reports. Every migration is signed off with auditor-ready documentation.
100%
Reconciliation coverage
Predictable fixed-price delivery
Because AI dramatically reduces estimation variability, we can offer fixed-price migration engagements. No scope creep surprises. No runaway consulting hours. Budget certainty from day one.
40%
Cost reduction vs. manual
ITAR & compliance-ready
Artilegenz operates in metadata-only mode — actual production data never leaves your environment or touches an external API. Purpose-built for aerospace, defense, and regulated industries.
100%
On-premises capable
Full data lineage, out of the box
Every field traced from source table through every join and transformation to the target column. AI auto-generates dbt documentation and lineage YAML — eliminating months of manual mapping work.
Field
Level lineage, automatically
No proprietary lock-in
Every output artifact is industry-standard — dbt models, Snowflake DDL, Airflow DAGs, and plain SQL. Your team owns everything. No black boxes, no vendor dependency after go-live.
Open
Standards, always
Flagship Product

The Migration
Accelerator Platform

Our end-to-end AI-powered platform takes you from legacy data infrastructure to a modern cloud data stack in weeks, not months — with four integrated modules that work together across any source environment.

01
Source System Extractor
Automated extraction from SAP ECC, S/4HANA, Teradata, Oracle, and legacy ETL systems. T-code to SQL conversion for 100+ transaction codes across all modules.
02
AI Code Conversion Engine
Converts legacy SQL dialects and ETL jobs to modern cloud-native SQL and dbt models with 95%+ accuracy. Inline AI reasoning preserved for review and audit.
03
Intelligent Schema Mapper
LLM-powered field mapping across heterogeneous schemas — handles naming conventions, data type translation, and semantic equivalence detection automatically.
04
Reconciliation & Validation Engine
Row-count verification, numeric tolerance checks, and field-level delta analysis between source and target. Auto-generated dbt tests for ongoing validation.
Case Studies

Proven results at enterprise scale

Real migrations. Real timelines. Real numbers — not projections.

Manufacturing · Legacy DW → Snowflake
120TB enterprise data warehouse migrated in 12 weeks
A Fortune 500 manufacturer needed to decommission a legacy EDW. Artilegenz automated 2,400+ scripts, converted 180 ETL mappings to dbt, and migrated 120TB with full lineage documentation — on time, under budget.
12 wks
vs. 9-month estimate
2,400+
Scripts converted
$2.4M
Cost avoided
0
Data loss incidents

"Artilegenz converted scripts we thought would take a year. The AI-generated reconciliation reports gave our auditors exactly what they needed for sign-off."

— VP Data Engineering, Global Manufacturing Co.
Financial Services · ETL Modernization
40% ETL cost reduction — legacy BODS to cloud-native ELT
A regional bank running legacy ETL for finance and compliance reporting needed to reduce infrastructure costs while modernizing to a cloud-first architecture. Artilegenz converted 340 jobs to dbt models with real-time CDC.
40%
ETL cost reduction
340
Jobs converted
8 wks
Migration timeline
Query performance gain

"We went from 6-hour batch windows to near-real-time. The SCD2 conversion was flawless — something we thought would require months of manual engineering."

— Head of Data Architecture, Regional Bank
Aerospace & Defense · ERP Migration
ERP finance migration with ITAR compliance — 6 weeks to production
An aerospace contractor migrated ERP finance and supply chain data to Snowflake under strict ITAR compliance. Artilegenz ran in metadata-only mode — no actual data ever touched an external API — converting 890 stored procedures.
6 wks
To production
890
SQL objects
100%
ITAR compliant
60%
Faster than manual

"ITAR compliance was non-negotiable. The metadata-only AI architecture was the only solution that satisfied our security team while still delivering automation."

— CTO, Aerospace Defense Contractor
How It Works

From assessment to production
in four phases

A structured, AI-accelerated delivery methodology proven across dozens of enterprise migrations.

01
Automated Discovery & Assessment
Upload your DDL, ETL jobs, or stored procedures. Artilegenz scans every object, identifies conversion complexity, dependency chains, and risk areas — and returns a migration plan within 24 hours. No professional services engagement required to get started.
Free — 24hr turnaround
02
AI-Powered Code Conversion
Our LLM-based conversion engine processes your source artifacts — SQL dialects, ETL logic, schema definitions — and produces target-platform artifacts with inline reasoning notes. Engineers review AI output rather than writing from scratch, achieving 5–10× throughput.
95%+ conversion accuracy
03
Parallel Validation & Reconciliation
Run source and target environments in parallel. Artilegenz auto-generates reconciliation queries, row-count assertions, and numeric tolerance reports for every converted object. Auditor-ready sign-off documentation produced automatically.
Auto-generated dbt tests
04
Cutover & Hypercare
Structured cutover with rollback capability. Post-go-live hypercare period includes performance monitoring, query optimization guidance, and knowledge transfer to your internal team. Your team owns the code — no ongoing dependency on Artilegenz tooling.
No vendor lock-in
Technical Architecture

Built on the modern
data stack

Artilegenz orchestrates the industry-standard toolchain — no proprietary lock-in, no black boxes. Every artifact is inspectable, testable, and version-controlled.

Source systems
SAP ECC/S4
Teradata
Oracle EBS
SQL Server
↓ extract via SLT / JDBC / RFC / API
AI Conversion Layer
Schema Mapper
SQL Converter
ETL Translator
↓ generates production artifacts
Modern ELT Artifacts
dbt models
Target DDL
dbt tests
Lineage YAML
↓ orchestrated by
Orchestration
Apache Airflow
Snowflake Tasks
dbt Cloud
↓ loads into
Target Platform
Snowflake
BigQuery
Databricks
dbt
dbt (data build tool)
All ETL logic converted to dbt models — staging, intermediate, mart layers. SCD2, incremental, and snapshot strategies generated automatically.
Snowflake
Snowflake Streams & Tasks
Real-time CDC using Snowflake Streams. Scheduling via Tasks. Zero-copy cloning for dev/test environments. Dynamic Tables for declarative pipelines.
Airflow
Apache Airflow
DAG generation for complex multi-step pipelines. Dependency resolution, retry logic, and SLA monitoring. Astronomer or MWAA deployment supported.
SAP
SAP Integration Layer
Real-time replication from SAP ECC/S4HANA via SLT trigger-based CDC. ATL files parsed and converted. RFC-based extraction for custom tables and T-codes.
Python
Python reconciliation pipeline
Production-grade Python (pandas, snowflake-connector) for row-count verification, numeric tolerance checks, and field-level delta analysis pre-cutover.
AI Capabilities

Not a rule engine.
A reasoning engine.

Traditional migration tools break on edge cases. Artilegenz uses LLMs that understand intent, context, and the semantic differences between platforms — not just find-and-replace syntax.

Semantic SQL translation
Understands platform-specific SQL constructs and produces semantically correct target output — not just find-and-replace syntax that breaks on edge cases.
LLM reasoning
ETL logic extraction
Parses legacy ETL artifacts — BODS ATL, Informatica XML, SSIS packages — extracting transform logic, SCD patterns, and lookup chains into portable dbt or Airflow DAGs.
ETL → ELT
Performance rewriting
Rewrites cursor loops as set-based operations, nested subqueries as CTEs, and OLAP aggregations into cloud-native patterns for 10–100× speed gains at cutover.
Auto-optimize
Field-level lineage
Traces every field from source table through every join, transformation, and aggregation to the target column. Auto-generates dbt docs and lineage YAML for governance.
Full lineage
Gap analysis & risk register
Detects semantic gaps — missing functions, type mismatches, precision loss — and generates a prioritised remediation plan with automated vs. manual classification.
Pre-flight checks
Auto-generated test suite
Creates dbt schema tests, row-count assertions, and reconciliation queries verifying migrated data against source — automatically, for every converted model.
dbt tests
Supported migrations

Any source. Any target.

Artilegenz covers the full spectrum of enterprise data platform migration paths — with AI conversion accuracy verified across thousands of real production objects.

ORA
Oracle PL/SQL → Snowflake
Stored procs, views, packages
AI translated
SAP
SAP BODS → Snowflake + dbt
ATL jobs, SCD2, lookups
ETL → ELT
TD
Teradata → Snowflake
BTEQ, QUALIFY, FastExport
AI translated
SQL
SQL Server → Snowflake
T-SQL, cursors, temp tables
AI translated
IB
Informatica → dbt + Airflow
Mappings, workflows, sessions
ETL → ELT
SAP
SAP T-codes → SQL
100+ T-codes, all modules
Knowledge graph
ORA
BQ
Oracle → BigQuery
Hierarchical queries, analytics
AI translated
TD
BQ
Teradata → BigQuery
BTEQ macros, QUALIFY
AI translated
ROI Calculator

Calculate your migration ROI

See how much time and cost Artilegenz saves vs. a manual migration. Based on real client benchmarks from completed migrations.

Your estimated results

Manual migration duration
With Artilegenz
Time saved
Manual cost estimate
Cost with Artilegenz
Estimated savings
Free Migration Assessment

Upload your schema.
Get a migration plan in 24 hours.

Start your free assessment

Tell us about your environment and we'll return a detailed migration plan — scope, timeline, cost estimate, and risk register — within 24 hours. No commitment required.

No commitment · NDA available · Response within 24h

1

Automated schema analysis

We scan your DDL, stored procedures, and ETL jobs to identify conversion complexity, dependencies, and risk areas — automatically. No manual review required on your end.

2

Detailed scope & timeline

You receive a week-by-week migration plan with resource requirements, toolchain recommendations, and cutover strategy tailored specifically to your environment and constraints.

3

Fixed-price engagement option

Unlike traditional consulting, we offer fixed-price migration engagements because our AI dramatically reduces estimation risk and execution variability. No scope creep surprises.

4

CTO technical consult (optional)

If you want to discuss the plan, our technical leadership team — platform architects and data engineering veterans — is available for a 15-minute call within 48 hours.

📅 Book a direct CTO consult

Skip the form — talk directly to our technical leadership. Available Mon–Fri, 9am–6pm CT.

Platform Modules

Three AI engines.
One integrated platform.

Artilegenz is built on three purpose-trained AI modules that work in concert — from source parsing through code generation to validation and sign-off.

ERP Migration Intelligence
Core AI Module
Purpose-built LLM reasoning engine trained on SAP ABAP patterns, T-code semantics, and ERP table relationships. Understands COEP, BSEG, VBAK and 2,000+ SAP objects natively — not through generic pattern matching.
SAP ECC / S4 ABAP Parser T-code Graph
Cloud ELT Generator
Code Conversion Module
Converts legacy SQL dialects and ETL job graphs into production-grade dbt models, Snowflake DDL, and Airflow DAGs. Preserves SCD2, CDC, and lookup logic with 95%+ semantic accuracy — with inline reasoning annotations for engineer review.
dbt Models Snowflake Airflow DAGs
Reconciliation Engine
Validation & Sign-off Module
Auto-generates row-count assertions, numeric tolerance checks, and field-level delta comparisons between source and target — for every converted model. Produces auditor-ready reconciliation reports and dbt schema test suites at cutover.
dbt Tests Row Reconciliation Audit Reports
Pricing

Transparent pricing,
fixed-price delivery

From self-serve conversion tools to full managed migration engagements — with no hidden professional services costs.

Starter
Free
Self-serve conversion tool
10 conversions / day
All platform pairs
Inline conversion notes
Batch API
Migration assessment
Enterprise
Custom
Fixed-price migration engagement
End-to-end migration delivery
On-premises / ITAR mode
Dedicated team
SLA & fixed price
CTO call included
Get started today

Start your migration
the right way

Free assessment. Fixed price. Zero data loss guarantee. Migrate to the modern data stack with the team that's done it before — at enterprise scale.

No credit card · NDA available · Dallas, TX · Response within 24h