Rosetta.

The Forensic Approach

Rosetta replaces bespoke migration consulting with a productized state machine. Each migration follows a rigid, audited lifecycle designed for high-fidelity data translation.

01

Discovery

Read-only forensic audit. Inventory assets, cardinality analysis, and risk identification before a single record moves.

Output: Forensic Audit Report

02

Mapping

AI-assisted field mapping. Claude 4.6 generates semantic matches with confidence scoring for consultant validation.

Output: Validated Schema

03

Extract & Transform

Bulk extraction through the BullMQ queue. Automated transformation rules applied to staged records in PostgreSQL.

Output: Staged Data Set

04

Load & Validate

Destination load followed by reconciliation audit. Byte-for-byte comparison of source totals vs. destination.

Output: Migration Certificate

AI-Assisted Field Mapping

Rosetta leverages advanced LLM reasoning to solve the most complex part of any migration: the semantic gap between legacy and modern data structures.

database
Step 01

Schema Introspection & Extraction

Rosetta programmatically reads source and destination schemas, extracting field names, types, and sample data to build a comprehensive metadata_graph.

Extracted Metadata
{ “field”: “cust_entity_id”, “type”: “VARCHAR”, “sample”: “C-9921” }

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Step 02

Claude-Powered Mapping Engine

Claude Sonnet 4.6 analyzes field semantics, identifying relationships that traditional regex-based tools miss. Every mapping is generated with a confidence_score.

Confidence Scoring
0.90+
High
0.70-0.89
Med
0.50-0.69
Low

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Step 03

Consultant Validation & Loop

A human-in-the-loop interface allows consultants to review low-confidence mappings. Validations are fed back into the engine to improve accuracy for the next batch.

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Data Integrity Features

Rosetta ensures high-fidelity migration through a multi-layered validation framework that eliminates data drift and maintains financial accuracy.

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Referential Integrity Validation

Preserving complex relationships between ERP entities and commerce records during high-volume migration.

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Bit-for-Bit Reconciliation

Post-load verification comparing source totals to destination totals across financial accounts and inventory.

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Audit-Ready Activity Logging

Immutable, append-only logs capturing every transformation step for compliance and sign-off.

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Deterministic Transform Rules

Hard-coded logic for complex schema translation, removing the ‘black box’ of pure LLM mapping.

Enterprise-grade data protection engineered for regulated environments.

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Credential Encryption

Source and destination credentials are encrypted at rest using AES-256-GCM. Decryption occurs only in-memory during active migration jobs.

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PII Protection

AI mapping engine receives schema metadata only. Raw customer data is never sent to LLM providers, ensuring strict privacy compliance.

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Audit-Ready Logging

Immutable, append-only logs capture every migration action, timestamped and attributed for full forensic traceability.

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Compliance Standards

Engineered to SOC 2 Type II and GDPR standards. Data residency controls and pgcrypto encryption for sensitive columns.

The Connector Catalog

Live
Scoped

NetSuite Destinations

database
QuickBooks → NetSuite
Standard Connector
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hub
SAP B1 → NetSuite
Enterprise Complex
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Shopify Destinations

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Magento → Shopify Plus
Bulk Assets Extraction
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WooCommerce → Shopify Plus
Mid-Market Graduation
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Cross-Platform (P2)

transform
Flagship
Magento + QuickBooks
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Shopify + NetSuite
Simultaneous Dual-System Migration

Engineered, Not Consulted.

Consulting firms sell hours; we sell outcomes. Rosetta is the productization of over two decades of NetSuite and Shopify domain expertise.

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  Accumulative Logic: Every migration makes the next one faster.
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  Deterministic Core: 100% data fidelity via productized staging layers.
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  Audit-Ready Logs: Full traceability for every transformed record.

Consultant Terminal
> ROSETTA_CLI v0.3.1
> RECONCILIATION_MATCH: 100.00%
> EXCEPTIONS_RESOLVED: 42
> SIGN_OFF_READY_FOR_DEPLOYMENT…

Reconciliation Audit
BATCH_72
Records Extracted
12,847
Records Validated
11,902
Human Review Needed
945
Claude Reasoning Engine

“Identified 945 records with multi-currency discrepancies. Matching source currency (GBP) to destination subsidiary (UK_OFFICE). Transformation mapping adjusted at 0.94 confidence.”

Project-Based Pricing

Rosetta is a fixed-fee engagement, not a subscription. We price based on the complexity of your source architecture and the volume of historical data translation required.

Rosetta Express

$8,000–$12,000
QuickBooks Online, Xero, FreshBooks

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  Standard connector
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  AI-assisted mapping
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  60-day post-migration validation

View Tier Details

Rosetta Standard

$12,000–$25,000
QB Desktop, Sage, Acumatica, Dynamics 365 BC, Magento, WooCommerce

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  Standard connector
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  AI-assisted mapping
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  90-day post-migration validation
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  Custom transform rules

View Tier Details

Rosetta Enterprise

$25,000–$75,000+
SAP B1, SAP S/4HANA, Complex Dynamics

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  Custom connector development
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  Multi-source coordination
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  180-day post-migration validation
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  Dedicated engagement team

View Tier Details

Rosetta Cross-Platform

$30,000–$80,000+
Simultaneous ERP + Ecommerce Migration

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  Coordinated dual-platform migration
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  Cross-system referential integrity
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  Unified reconciliation audit

View Tier Details

* Optional Post-Migration Validation Subscription starting at $500/month for extended support.

The Connector Catalog

Rosetta for NetSuite

database
QuickBooks
Live
hub
SAP Business One
Live
layers
Acumatica
Live
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Dynamics 365 BC
Live
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Sage
Live

Rosetta for Shopify

shopping_bag
Magento
Live
storefront
WooCommerce
Live
shopping_cart
BigCommerce
Live

Cross-Platform Flagship

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Phase 2
Source Ecosystem
Magento + QuickBooks
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Destination Ecosystem
Shopify + NetSuite

“Simultaneous dual-system migration with cross-platform referential integrity.”

Proven Migration Outcomes

California Luxury Timepieces

Luxury watch retailer migrating from legacy systems to NetSuite.

The Challenge

Fragmented historical data across multiple sources with significant reconciliation risks.

The Rosetta Solution

Phase 1 Forensic Audit identified $358K in excess inventory and prevented critical stockouts before migration.

12,847
Records Migrated
0
Exceptions
85%
Manual Reduction
View Technical Case Study

Luxe Home Goods

High-volume Magento 2 to Shopify Plus migration.

The Challenge

45,000+ complex product variants, historical order data from 2018, and deep Magento schema drift.

The Rosetta Solution

Rosetta AI-assisted mapping identified 98% of field deltas automatically; custom transform rules applied for multi-currency order history.

428,912
Records Migrated
100%
Reconciliation
4.5 hrs
Mapping Time

View Technical Case Study

Start your Forensic Audit.

Before you commit to a platform migration, get a clinical analysis of your existing data. Our Phase 1 Forensic Audit provides the roadmap, risks, and reconciliation path for your business translation.

Book Discovery Call


Download Spec PDF