ERP migration
Field-level mapping, validation, and rollback between AI Works and Acumatica. We move data and schema; workflows are rebuilt natively in Acumatica.
AI Works
Source
Acumatica
Destination
Compatibility
12 of 12
objects map 1:1 between AI Works and Acumatica.
Complexity
BStandard
Timeline
48–72 hours
Overview
AI Works and Acumatica both manage core ERP objects — contacts, companies, products, and financial transactions — but their data architectures differ significantly. AI Works typically stores data in a per-company model, while Acumatica uses a tenant-based structure with Company, Branch, and GLAccount entities that require careful upfront configuration before data lands. FlitStack AI reads from AI Works via its export API or direct database query, transforms records to match Acumatica's schema conventions, and loads through Acumatica's Import by Scenario or REST API. We map customers and vendors to Acumatica's ARCustomers and APSuppliers objects, inventory items to InventoryItems with warehouse-specific bin locations, and open sales/purchase orders to SOOrders and POOrders. Automation rules, approval workflows, and saved searches in AI Works do not transfer — we export the configuration definitions as a rebuild reference for your Acumatica administrator. A sample migration of 200–500 records runs first with a field-level diff so you can verify GL account mapping and entity assignment before the full run commits.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a AI Works object lands in Acumatica, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
AI Works
Contact / Customer
Acumatica
ARCustomer
1:1AI Works customer records map directly to Acumatica ARCustomer. The primary contact fields (name, email, phone) transfer to ARContact. Customer class, credit terms, and tax zone map to corresponding Acumatica fields. Address records become ARAddress with the same role-based distinction (billing vs. shipping).
AI Works
Vendor / Supplier
Acumatica
APSupplier
1:1AI Works vendor records map to Acumatica APSupplier with the same field-level alignment as customer mapping. Tax ID and payment terms transfer to Acumatica's tax ID fields and TermsID respectively. Remit-to addresses become APAddress records keyed to the supplier. Vendor class codes and payment methods map to the corresponding Acumatica fields, ensuring correct purchasing workflow settings. Multiple remit‑to locations each become separate APAddress records linked by SupplierID.
AI Works
Product / Item
Acumatica
InventoryItem
1:1AI Works product catalog maps to Acumatica InventoryItem. Stock items become InventoryItem with ItemType='Stock', non-stock items use ItemType='Non-Stock'. Unit of measure conversions must align — AI Works UOMs map to Acumatica's UOMCode list.Warehouse and bin assignment maps from AI Works location fields to Acumatica's WarehouseID and default LocationID.
AI Works
Sales Order
Acumatica
SOOrder
1:1Open AI Works sales orders migrate to Acumatica SOOrder with Status preserved (on hold, pending, open). Order lines map to SOLine with the InventoryID lookup resolved against migrated items. Tax amounts recalculate based on Acumatica tax zone settings unless the source tax is stored as a flat amount and must be preserved as-is.
AI Works
Purchase Order
Acumatica
POOrder
1:1Open purchase orders map to Acumatica POOrder. Line items resolve against the migrated vendor and inventory item set. Requisition and approval status in AI Works translates to Acumatica's POOrder status hierarchy — 'pending approval' becomes 'P' (pending approval), 'approved' becomes 'O' (open).
AI Works
Invoice / AR Invoice
Acumatica
ARInvoice
1:1AI Works invoices map to Acumatica ARInvoice using the document type that corresponds to the source record type (Invoice, Credit Memo, Debit Memo). Line items transfer to ARTran with inventory lookups validated against the migrated item set. Original invoice dates and reference numbers are preserved in ExtRefNbr and InvoiceNbr fields.
AI Works
Bill / AP Invoice
Acumatica
APInvoice
1:1AI Works vendor bills migrate to Acumatica APInvoice. Tax amounts are preserved or recalculated based on the AP tax setting per vendor. Retainage amounts in AI Works map to the RetainageBill checkbox and RetainagePct fields in Acumatica if the source configuration uses retainage.
AI Works
GL Account
Acumatica
Account
1:1AI Works chart of accounts maps to Acumatica Account. Account numbers and descriptions transfer directly. Active/inactive status maps to ActiveFlag. Subaccounts in AI Works map to Acumatica's subaccount segments if the destination uses a segmented chart (e.g., 4-4-2 format). We validate that all account segments exist in Acumatica before loading.
AI Works
Project / Job
Acumatica
PMProject
1:1AI Works project or job records map to Acumatica PMProject. Project status, start/end dates, and budget amounts transfer. If AI Works uses project-specific GL allocation rules, those map to Acumatica's revenue and expense allocation templates under the Project budget. Project tasks, cost categories, and billing rules also transfer, mapping to Acumatica's task codes, cost codes, and billing settings to preserve the original project cost structure.
AI Works
Custom Object / Custom Properties
Acumatica
Custom DAC Fields (Schema Extension)
1:1AI Works custom properties on any standard object migrate as Acumatica Schema Extensions. We create the USR-prefixed field on the corresponding DAC (e.g., ARCustomer), matching the data type (string, integer, date, list). Custom objects in AI Works require a new DAC definition in Acumatica — your admin reviews and approves the schema before we load records.
AI Works
Attachment / Document
Acumatica
NoteDoc / File
1:1AI Works file attachments associated with records download and re-upload to Acumatica's note-and-document system. The NoteID links the file to the corresponding ARCustomer, SOOrder, or other target record. File size limits per Acumatica's upload configuration apply (typically 25MB per file).
AI Works
Workflow / Automation Rules
Acumatica
None (no equivalent)
1:1AI Works workflows, approval chains, and automation rules do not transfer to Acumatica — they must be rebuilt in Acumatica's Business Events and Automation Steps framework. We export the AI Works workflow definitions as a structured reference document for your Acumatica admin to use during post-migration configuration.
| AI Works | Acumatica | Compatibility | |
|---|---|---|---|
| Contact / Customer | ARCustomer1:1 | Fully supported | |
| Vendor / Supplier | APSupplier1:1 | Fully supported | |
| Product / Item | InventoryItem1:1 | Fully supported | |
| Sales Order | SOOrder1:1 | Fully supported | |
| Purchase Order | POOrder1:1 | Fully supported | |
| Invoice / AR Invoice | ARInvoice1:1 | Fully supported | |
| Bill / AP Invoice | APInvoice1:1 | Fully supported | |
| GL Account | Account1:1 | Fully supported | |
| Project / Job | PMProject1:1 | Fully supported | |
| Custom Object / Custom Properties | Custom DAC Fields (Schema Extension)1:1 | Fully supported | |
| Attachment / Document | NoteDoc / File1:1 | Fully supported | |
| Workflow / Automation Rules | None (no equivalent)1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
AI Works gotchas
Vendor is not positioned as a conventional packaged ERP
No publicly documented API or schema
Acumatica gotchas
API user licenses cap concurrent sessions and request throughput
Multi-tenant filtering requires CompanyID awareness
Custom fields require separate discovery before field mapping
Notes and attachments use a separate linked table structure
Implementation timelines frequently run 3–9 months end-to-end
Pair-specific challenges
Migration approach
Map AI Works entities to Acumatica tenant and branch structure
FlitStack AI inventories all AI Works companies, GL structures, and warehouse assignments. We deliver an entity-mapping plan that assigns each source company to a destination Acumatica Company and Branch, identifies the chart of accounts segments to activate, and confirms which Acumatica modules (Financials, Inventory, Projects) are required. This plan is the prerequisite for all downstream configuration — no data moves until the tenant and branch structure is confirmed.
Validate and remediate destination configuration against source data
We run a pre-validation pass: every pick‑list value, tax zone, payment term, and UOM in AI Works is checked against the corresponding Acumatica configuration. Unmapped values surface in a remediation report with the option to bulk-add missing codes to Acumatica or collapse source values into the nearest match. This step prevents silent row rejections during the load phase.
Export from AI Works and transform to Acumatica schema
FlitStack AI extracts records via AI Works export API or direct database query, transforms field values per the field mapping, and validates foreign keys (customer IDs, item numbers, GL accounts) against the migrated set. Any record with a missing dependency — a sales order for a customer that failed to load — is flagged in a dependency report and held for retry in the delta pass.
Run sample migration with field-level diff
A representative slice (typically 200–500 records covering customers, vendors, items, and open orders) migrates first. We generate a field-level diff comparing source values to destination field values so you can verify GL account mapping, entity assignment, and tax preservation before the full run commits. If any discrepancies appear, you can request a remap before the final load, and we will update the field mapping accordingly. You sign off on the diff before we proceed.
Execute full migration with delta-pickup window
The full dataset loads into Acumatica. During the load, each record is validated against Acumatica's schema and pick‑list constraints to prevent silent failures. A 24–48 hour delta-pickup window captures any records created or modified in AI Works during the cutover period. FlitStack AI generates an audit log of every operation and provides a one-click rollback target if reconciliation reveals unexpected gaps. After rollback is confirmed available, you switch user access to Acumatica and retire AI Works.
Platform deep dives
AI Works
Source
Strengths
Weaknesses
Acumatica
Destination
Strengths
Weaknesses
Complexity grading
Standard ERP migration. 1 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across AI Works and Acumatica.
Object compatibility
1 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
AI Works: Not publicly documented — typical SaaS limits assumed and confirmed during scoping.
Data volume sensitivity
AI Works doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during AI Works to Acumatica migration scoping. Not seeing yours? Book a call.
Walk through your AI Works to Acumatica migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave AI Works
Other ways to arrive at Acumatica
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.