/ AI Migration Accelerator

Salesforce Commerce Cloud to Shopify Plus, accelerated by AI.

An 8-agent AI pipeline reads your designs, writes production Shopify code, tests it, and documents it — while your developers review and approve every step. Proven on a $200M+ revenue SFCC-to-Shopify migration, with zero downtime.

Trusted by enterprise commerce leaders worldwide

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/ The accelerator

A migration package, not a rebuild from scratch.

Everything a Salesforce Commerce Cloud exit needs — AI-accelerated engineering, a zero-downtime cutover, and full-stack coverage across storefront, apps, and integrations.

/01

AI-accelerated buildVibe Engineering pipeline

Eight specialised AI agents handle the repetitive work — reading Figma, writing Shopify Liquid, testing, and documenting — so developers focus on architecture, not boilerplate.

  • Quality rules enforced as code is written
  • Self-testing before every developer review
  • Consistent output, regardless of team
See the pipeline →
/02

Zero-downtime cutoverProgressive rollout

SFCC and Shopify run in parallel while traffic moves in increments from 1% to 100%. Revenue is protected at every stage, with rollback possible at any point — no big-bang risk.

  • Both platforms live simultaneously
  • Traffic moved and monitored in stages
  • Rollback available at any moment
Why it's lower risk →
/03

Full-stack coverageStorefront to systems

One AI delivery standard across the Shopify theme, custom apps, and ERP/OMS/WMS middleware — storefront, integrations, and mobile delivered to a single quality bar.

  • Theme, apps, and middleware in parallel
  • ERP, OMS, WMS & auction integrations
  • Full test log and PR per feature
See what moves →

/ What moves

Everything your SFCC store runs on, mapped to Shopify.

From catalog data to custom apps and back-office integrations, the accelerator maps every part of a Salesforce Commerce Cloud build to its Shopify equivalent — templated, not rediscovered mid-project. Roughly 40% of the build is pre-done by the pipeline before a developer starts.

Catalog Data

Products, SKUs & inventory

Products, variants, pricing, inventory, and category structure, migrated with field-level mapping and integrity checks.

Customer Data

Customers & order history

Customer accounts, addresses, order history, and loyalty data moved without loss and reconciled after cutover.

Salesforce Schema

Custom objects & attributes

SFCC custom attributes, custom objects, and site preferences mapped to Shopify metafields and metaobjects — business logic preserved, not flattened.

Storefront

Theme & templates

SFRA / ISML templates and custom sections rebuilt on Shopify Liquid by the AI pipeline, with design parity down to the component.

Custom Apps

Cartridges & extensions

SFCC cartridges and custom apps re-platformed as Shopify apps, so bespoke functionality carries over instead of being rebuilt from zero.

Operations

Business & merchandising workflows

Promotions, merchandising rules, tax, and fulfilment logic re-implemented natively, so operations run the same on day one.

Integrations

ERP, OMS & PIM

SAP, Oracle, Dynamics, PIM, and OMS connections rebuilt through our integration bench and Shopify APIs — templated, not learned live in production.

Logistics

Warehouse & fulfilment

WMS, shipping, and real-time inventory sync wired into the commerce layer, including live multi-channel operations like TV and auction.

/ How we build

Vibe Engineering: AI writes it, developers own it.

An 8-agent AI pipeline handles the repetitive work of reading designs, writing Shopify Liquid, testing and documenting, while developers review and approve every stage. Proven on a $200M+ revenue SFCC-to-Shopify migration, with zero downtime.
Figma Analyzer
Prompt Generator
Planning Agent
Coding Agent
Documentation Agent
Fixing & Testing Agent
Code Scanning Agent
PR Orchestrator

Figma Analyzer

Reads every design file and extracts all measurements, colours, and typography before a single line of code is written, replacing 2 to 3 hours of manual spec-reading per component.

Output: a structured spec document with dimensions, colour values, and component hierarchy for desktop and mobile.

Prompt Generator

Converts raw specs into responsive code units and merges them with the business brief into one precise development plan, with no manual px-to-rem conversion.

Output: a complete planning prompt, ready for the Planning Agent.

Planning Agent

Analyses the codebase for reusable components and writes a full PRD covering requirements, edge cases, and acceptance criteria, signed off by a developer before any code is written.

Output: a complete PRD, reviewed and approved before build starts.

Coding Agent

Implements all theme files from the approved PRD against 30+ quality rules, then validates and self-corrects before handoff, so quality holds regardless of who is on the team.

Output: Liquid, CSS, schema, and locale files, with Theme Check: 0 errors.

Documentation Agent

Adds inline comments, JSDoc headers, and snippet documentation to all generated code without changing any logic, so there is no separate documentation sprint and no reverse-engineering later.

Output: fully annotated code, readable and maintainable from day one.

Fixing & Testing Agent

Executes browser-based test cases against a live URL, fixes simple issues automatically, and escalates complex ones to a developer, with a full audit trail on every feature.

Output: test report and fix log, with a 100% pass rate required before handoff.

Code Scanning Agent

Runs an independent 8-category quality audit beyond Shopify's Theme Check, covering Liquid, CSS, schema, accessibility, performance, security, maintainability, Shopify practices.

Output: a quality report, catching issues before the PR is raised.

PR Orchestrator

Aggregates every agent's log into a structured pull request description: feature summary, files changed, validation results, deployment readiness. No writing from memory.

Output: a fully self-documented PR, with the complete history for the reviewer.
~81%Average code written by AI, across live projects
1M+Lines of AI-generated code, fully audited
30+Quality rules enforced at generation time
0Errors at Shopify Theme Check handoff

/ Why this accelerator

The advantages of migrating with Vibe Engineering.

Faster delivery, consistent quality, and a de-risked cutover — each backed by real data from live migrations.

Speed
~90%faster design-to-spec per component

Weeks of manual work, delivered in days

AI reads Figma and writes responsive code in minutes rather than the 2–3 hours a developer spends per component. Parallel agent development compresses timelines that used to run sequentially.

Quality
0errors at Shopify Theme Check handoff

Consistent quality, regardless of the team

30+ quality rules are enforced before code is written, then two automated validators must return zero errors before handoff. Accessibility and mobile-first behaviour are built in from line one.

Risk
0minutes of downtime at cutover

A cutover that protects revenue

A progressive 1%-to-100% rollout keeps SFCC and Shopify live simultaneously, so traffic moves gradually and rollback is possible at any point — no big-bang exposure.

Traceability
8artifacts produced per feature

A full audit trail, design to deployment

Every agent produces a log — spec, PRD, code, test report, PR description — so each feature carries a complete, reviewable history through the entire migration.

/ Next step

Ready to plan your Salesforce Commerce Cloud exit?

A working session with a migration architect — your storefront, custom apps, and integrations mapped to a Shopify plan, with an AI-accelerated timeline. No sales deck.

Book a Working Session →