ERP migration

Migrate from PILOT:Suite to Acumatica

Field-level mapping, validation, and rollback between PILOT:Suite and Acumatica. We move data and schema; workflows are rebuilt natively in Acumatica.

PILOT:Suite logo

PILOT:Suite

Source

Acumatica

Destination

Acumatica logo

Compatibility

92%

11 of 12

objects map 1:1 between PILOT:Suite and Acumatica.

Complexity

CModerate

Timeline

72–120 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

PILOT:Suite and Acumatica model ERP data differently at the schema level. PILOT:Suite typically stores financial and operational data in a flat or loosely relational structure organized by module (billing, purchasing, inventory, projects), while Acumatica uses a Data Access Class (DAC) framework with fully normalized tables, branch-specific ledger assignments, and company-specific visibility scopes. FlitStack AI maps PILOT:Suite accounts receivable, accounts payable, inventory items, sales orders, and purchase orders to their Acumatica equivalents — GL Accounts in the chart of accounts, Customer and Vendor records with location branches, Stock and Non-Stock Items with warehouse-specific inventory, and Sales Orders linked to InventoryAllocations. PILOT:Suite custom fields and extended properties migrate as Acumatica custom fields (Usr-prefixed DAC extensions) or as generic inquiry schema columns depending on the field type. Workflows, approval maps, automated alerts, and notification templates do not migrate — those are Acumatica configuration that must be rebuilt using Acumatica's Automation Engine and Business Events framework. We extract PILOT:Suite data via its export API or bulk export mechanism, transform records to match Acumatica's required DAC structure, and load via Acumatica's Import by Scenario tool or direct API insert. The migration delivers a test-run field-level diff before the full cutover, and a 24–48 hour delta window captures any records modified in PILOT:Suite during the switchover.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

PILOT:Suite logo

PILOT:Suite

What's pushing teams away

  • No public reviews on Capterra (0 reviews recorded) make peer validation effectively impossible during evaluation.
  • Pricing is fully sales-led with no published tiers, making early-stage budget conversations difficult.
  • Mid-market and enterprise MES competitors (Rockwell PlantPAx, Siemens Opcenter, Aveva) have larger partner ecosystems and broader IIoT integration libraries.
  • Felten Group is a German-rooted vendor — partner coverage and support depth outside DACH and Europe may be thinner than buyers expect.
  • Custom integrations to ERP and CMMS systems require Felten Group services rather than a self-serve API marketplace.

Choosing

Acumatica logo

Acumatica

What's pulling them in

  • Unlimited user licensing lets companies add staff without per-seat billing shocks, making Acumatica cost-predictable at scale.
  • Flexibility and scalability earn consistent praise — users value a platform that adapts to vertical workflows without forcing a redesign.
  • Real-time visibility across financials, inventory, and projects gives mid-market businesses a consolidated operational view previously available only in enterprise-tier ERPs.
  • Cloud-native architecture with automatic updates removes infrastructure management burden from in-house IT teams.
  • Modular licensing lets companies start with one or two suites (Financials, Distribution) and expand into Manufacturing or CRM incrementally.

Object mapping

How PILOT:Suite objects map to Acumatica

Each row shows how a PILOT:Suite 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.

PILOT:Suite

Chart of Accounts (GL Account)

maps to

Acumatica

GL Account (Account)

1:1
Fully supported

PILOT:Suite accounts map to Acumatica GL Accounts with the same account code and description. Multi-segment PILOT:Suite accounts (e.g., division-department-amount) split into Acumatica's Account + Subaccount structure. Active/inactive status is preserved. We validate that each Acumatica account type (Asset, Liability, Expense, Revenue, Other) is set correctly from the PILOT:Suite account classification before insert.

PILOT:Suite

Customer Record

maps to

Acumatica

Customer + Customer Location

1:1
Fully supported

PILOT:Suite customer records with a single address become an Acumatica Customer with one default Customer Location. PILOT:Suite customers with multiple ship-to or bill-to addresses split into one Customer and multiple Customer Location rows linked by CustomerID. Payment terms, credit limit, and tax zone migrate as fields on the Customer record. We flag any PILOT:Suite customer without a unique email — Acumatica requires a contact email for the primary location.

PILOT:Suite

Vendor Record

maps to

Acumatica

Vendor + Vendor Location

1:1
Fully supported

PILOT:Suite vendor records map to Acumatica Vendors with the same vendor ID and name. PILOT:Suite multi-address vendor records split into Vendor + Vendor Location entities. 1099 reporting flag, payment term, and AP account assignment migrate as Vendor record fields. PILOT:Suite vendor contacts map to the first Vendor Location contact row. We preserve the PILOT:Suite vendor 1099 category and map it to the corresponding Acumatica tax setting.

PILOT:Suite

Inventory Item

maps to

Acumatica

Stock Item / Non-Stock Item / Service Item

1:many
Fully supported

PILOT:Suite inventory items split into Acumatica Stock Items (physical goods with quantity tracking), Non-Stock Items (goods without tracking), or Service Items (labor/services) based on the PILOT:Suite item type flag. Unit of measure, cost layer (FIFO/average), and item class code migrate as Stock Item attributes. Lot/serial number settings from PILOT:Suite map to Acumatica's lot/serial class assignment on the item.

PILOT:Suite

Open Sales Order

maps to

Acumatica

Sales Order + Inventory Allocation

1:1
Fully supported

PILOT:Suite open sales orders migrate as Acumatica Sales Orders with the same order number, customer reference, and line items. Open order status in PILOT:Suite maps to Acumatica's 'Open' or 'Completed' status by checking the PILOT:Suite fulfillment percentage. Pending quantities and unshipped lines create Inventory Allocation rows in Acumatica linked to the Sales Order. Order dates and requested shipment dates migrate as the Acumatica order date and ship-today fields.

PILOT:Suite

Open Purchase Order

maps to

Acumatica

Purchase Order

1:1
Fully supported

PILOT:Suite open purchase orders map to Acumatica Purchase Orders with the same PO number and vendor reference. Line items, quantities ordered, and unit costs migrate as-is. The Acumatica PO status reflects the PILOT:Suite receipt-status field — partially received POLines create partially completed Acumatica PO records with remaining quantities. Unit costs are validated against any PILOT:Suite supplier price list on file.

PILOT:Suite

Invoice / AR Document

maps to

Acumatica

AR Invoice / AR Credit Memo

1:1
Fully supported

PILOT:Suite invoices and credit memos migrate as Acumatica AR Invoices and AR Credit Memos respectively. Invoice date, due date, terms, and line items map directly. PILOT:Suite payment status (paid/unpaid/partially paid) drives the Acumatica open/closed balance flag. Fully paid invoices post to the General Ledger in Acumatica but carry a zero open balance. We preserve the PILOT:Suite invoice number as the Acumatica reference number.

PILOT:Suite

Bill / AP Document

maps to

Acumatica

AP Bill / AP Credit Memo

1:1
Fully supported

PILOT:Suite vendor bills and credit memos migrate to Acumatica AP Bills and AP Credit Memos. The PILOT:Suite bill date, due date, vendor ID, and line amounts map to the corresponding Acumatica fields. PILOT:Suite holds/batch-flagged bills are migrated as 'On Hold' in Acumatica. We carry forward any PILOT:Suite bill-level notes or internal comments as the Acumatica description field on each line.

PILOT:Suite

Project / Job Record

maps to

Acumatica

Project (PM Module)

1:1
Fully supported

PILOT:Suite project or job records map to Acumatica Projects if the PM module is licensed. Project name, status, start and end dates, and budget amounts migrate as project-level attributes. PILOT:Suite project-specific tasks or cost codes map as Acumatica project tasks with the same WBS code. If the Acumatica PM module is not included in the destination license, project records migrate as generic custom fields or note attachments on the relevant customer or vendor record.

PILOT:Suite

Custom Entity / Extended Property

maps to

Acumatica

Usr Custom Field (DAC Extension) or Generic Inquiry Column

1:1
Fully supported

PILOT:Suite custom fields and extended properties that do not map to a standard Acumatica field become Usr-prefixed custom fields on the corresponding DAC (e.g., UsrPONumber__c on SOOrder or UsrShipVia on CARRIER). We publish each as a Customization Project, validate the field type (string, int, decimal, date, picklist) matches the PILOT:Suite data type, and activate the project in the destination tenant before inserting records. Picklist-based custom fields require manual value-mapping between PILOT:Suite codes and Acumatica segmented keys.

PILOT:Suite

User / Owner Record

maps to

Acumatica

Users (via email match)

1:1
Fully supported

PILOT:Suite users tied to transactional records (order owner, invoice preparer, bill approver) are matched to Acumatica users by email address. If an Acumatica user account does not exist for the PILOT:Suite email, we flag the record before migration — you either pre-create the Acumatica user or assign those records to a fallback owner. PILOT:Suite user roles do not migrate; Acumatica security roles must be assigned separately in the Access Rights screen.

PILOT:Suite

Fixed Asset Record

maps to

Acumatica

Fixed Asset (FA Module)

1:1
Fully supported

PILOT:Suite fixed asset records migrate to Acumatica Fixed Assets with asset ID, description, acquisition date, acquisition cost, and depreciation method. Asset class codes map to the Acumatica asset class, which drives the depreciation schedule and GL posting account. If the Acumatica FA module is not licensed, asset records migrate as note attachments with the asset register preserved as a CSV export.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

PILOT:Suite logo

PILOT:Suite gotchas

High

Vendor-implemented system with no public developer portal

Medium

Process-industry data model differs from discrete-manufacturing MES

Medium

No published reviews complicate gotcha discovery

Low

Mobile apps and web UI run against the same relational database

Acumatica logo

Acumatica gotchas

High

API user licenses cap concurrent sessions and request throughput

High

Multi-tenant filtering requires CompanyID awareness

Medium

Custom fields require separate discovery before field mapping

Medium

Notes and attachments use a separate linked table structure

Low

Implementation timelines frequently run 3–9 months end-to-end

Pair-specific challenges

  • Multi-segment PILOT:Suite account codes require branch and subaccount split in Acumatica

    PILOT:Suite frequently uses composite account codes (e.g., 4000-001-110) that encode branch, department, and account class in a single field. Acumatica separates these into distinct fields — AccountCD holds the base account, SubaccountCD holds the segment, and BranchID determines the legal entity posting scope. If PILOT:Suite exports a composite code with three or four segments, FlitStack AI maps each segment to the corresponding Acumatica dimension, but you must configure the Branch and Subaccount segments in Acumatica's Segmented Keys screen (GL205500) before the GL data can insert cleanly. The mapping plan is delivered during the pre-migration schema review.

  • Customer Location vs. Customer distinction creates duplicate contact risks during AR migration

    PILOT:Suite treats customers as single-record entities with embedded address fields. Acumatica separates Customer (the entity) from Customer Location (the address-specific instance used on transactions). If a PILOT:Suite customer has both a billing and shipping address on the same record, FlitStack AI creates one Customer and two Customer Location rows. AR Invoices in PILOT:Suite tied to the primary address must then be linked to the correct Customer LocationID in Acumatica — a mismatch causes the invoice to land on the wrong address and can affect tax calculation if tax zones are location-specific. We validate location assignments before AR document insert.

  • Open orders partially fulfilled in PILOT:Suite require split Sales Order and Shipment records in Acumatica

    PILOT:Suite may show an order as 'Open' even when partial shipments have been sent. Acumatica handles this by splitting the fulfillment chain: the original order becomes a Sales Order (SOOrder), the shipped portion becomes a Shipment (SOShipment) document, and the partially shipped lines carry remaining quantities. FlitStack AI reconstructs this from PILOT:Suite's order and fulfillment history — if that history is incomplete (e.g., shipments were recorded outside the system), the split is estimated from available data and flagged for your review before the full migration commits.

  • PILOT:Suite custom fields need a published Acumatica Customization Project before data can insert

    Acumatica requires custom fields to be defined at the DAC level and published via the Customization Project editor (SM204505) before any record containing those fields can be saved. PILOT:Suite extended properties do not have a direct export format that maps to Acumatica's Usr-prefixed field definition schema. FlitStack AI generates the Customization Project XML for each PILOT:Suite custom field — string fields become PXDBString entries, numeric fields become PXDBDecimal or PXDBInt entries — but the project must be published to the Acumatica tenant before migration runs. If you have more than 50 custom fields, this step alone can take 2–3 hours of Acumatica admin time.

  • Acumatica workflow and approval maps have no equivalent in PILOT:Suite — rebuild required

    PILOT:Suite workflows (approval thresholds, escalation rules, automated alert triggers) and Acumatica's Business Events + Automation Schedules + Screen-Based Workflows are architecturally distinct and share no common data format. The migration does not carry these over. FlitStack AI exports your PILOT:Suite workflow definitions as a process-document reference so your Acumatica administrator can use them as a rebuild guide. Approval limits, notification recipients, and escalation paths must be reimplemented in Acumatica's Workflow Editor (SM270000) or via Business Events with custom code — plan 2–5 days of Acumatica admin effort for complex approval chains.

Migration approach

Six steps for a successful PILOT:Suite to Acumatica data migration

  1. Assess PILOT:Suite data export capability and Acumatica schema readiness

    FlitStack AI reviews your PILOT:Suite export API or bulk export files for all source entities — chart of accounts, customers, vendors, inventory, open orders, AR/AP documents, projects, and any custom fields. We simultaneously audit your target Acumatica tenant: verified company structure, active branches, subaccount segment configuration, inventory warehouse setup, and any pre-existing custom fields on the key DACs. This produces a migration readiness report that flags missing Acumatica configuration (e.g., unconfigured subaccount segments, absent payment terms, or uncreated inventory warehouses) before any data movement begins.

  2. Define chart of accounts and GL segment mapping in Acumatica

    Acumatica requires the account segment keys and subaccount structure to be configured before any GL data can insert. FlitStack AI delivers a chart of accounts mapping plan that shows how each PILOT:Suite account code maps to an Acumatica AccountCD and SubaccountCD. Your Acumatica administrator configures the Segmented Keys screen (GL205500) with the correct number of segments and character lengths. We validate the configuration against the PILOT:Suite export before the GL migration phase runs, preventing silent truncations of multi-segment account codes.

  3. Load master data: accounts, customers, vendors, and inventory items

    With the GL structure confirmed, FlitStack AI runs the master data migration in dependency order: GL Accounts first (to resolve AccountIDs for journal entries and vendor/customer AP/AR accounts), then Customers and Vendors (to resolve CustomerID and VendorID for orders and invoices), then Inventory Items (to resolve InventoryID for Sales Order and Purchase Order lines). Each phase includes a field-level diff showing the pre-migration source value and the resulting Acumatica field value. Master data is validated for uniqueness constraints (duplicate customer IDs, duplicate vendor IDs, duplicate inventory item numbers) before the next phase begins.

  4. Migrate open orders, AR/AP documents, and fixed assets

    Transactional data runs after master data is confirmed in Acumatica. PILOT:Suite open Sales Orders and Purchase Orders are loaded as Acumatica SOOrder and POOrder records with line items, quantities, and prices. AR Invoices and AP Bills are loaded with their document dates, terms, and line amounts. PILOT:Suite fixed asset records insert into the Acumatica Fixed Asset register with acquisition details and depreciation settings. All open balances are verified against the source trial balance before documents are released from hold.

  5. Run sample migration with field-level diff and reconciliation check

    A representative slice — typically 200–500 records covering accounts, customers, vendors, inventory items, orders, and invoices — migrates first. FlitStack AI generates a field-level diff comparing each source field value to the Acumatica field value for every record in the sample. You review the diff with your finance and operations leads to confirm that account mapping, customer location assignment, order status, and inventory warehouse mapping are correct before the full migration proceeds. Discrepancies are corrected in the mapping plan and a fresh sample runs.

  6. Execute full migration with delta-pickup window and rollback ready

    The full dataset migrates to Acumatica. A 24–48 hour delta-pickup window opens at the start of the cutover, capturing any records created or modified in PILOT:Suite during the switch. All operations are logged to an audit trail in FlitStack AI. If reconciliation reveals a data integrity issue — a missing customer location, a balance mismatch against the PILOT:Suite trial balance, or a duplicate key error — one-click rollback reverts the Acumatica tenant to its pre-migration state so the issue can be resolved and the migration re-run without data loss.

Platform deep dives

Context on both ends of the pair

PILOT:Suite logo

PILOT:Suite

Source

Strengths

  • Process-industry depth since 1990 (quality, energy, supply chain integrated with production).
  • Web-based plus native iOS, Android, and iPad apps from one codebase.
  • Hierarchical multi-site model with rights/roles and multilingual support.
  • Cloud and on-premise deployment options off the same data model.
  • Relational database backend simplifies BI and reporting integration.

Weaknesses

  • No public Capterra/G2 reviews mean peer validation is difficult.
  • Pricing is fully sales-led with no published tiers.
  • No public developer portal or OpenAPI spec.
  • Partner ecosystem skews European; coverage thinner outside DACH.
  • Custom integrations require Felten Group services rather than self-serve.
Acumatica logo

Acumatica

Destination

Strengths

  • Unlimited named-user licensing eliminates per-seat cost scaling as teams grow.
  • Modular architecture lets companies deploy Financials first and add Distribution, Manufacturing, or CRM incrementally.
  • Cloud-native with automatic updates removes infrastructure patching and version management from IT responsibilities.
  • Flexible customization framework (UDFs, extensions) supports vertical-specific workflows without forking core code.
  • Multi-tenant architecture with CompanyID isolation enables safe data segregation across subsidiaries.

Weaknesses

  • Steep learning curve and complex initial setup create significant onboarding friction.
  • Report Designer is widely cited as unintuitive and difficult to use for non-developers.
  • Feature gaps require customizations or third-party add-ons, adding implementation cost and complexity.
  • Implementation timelines frequently exceed initial estimates, especially for multi-module deployments.
  • API rate limits and concurrent session caps are tied to license tier, creating throughput constraints for bulk data operations.

Complexity grading

How hard is this migration?

Moderate ERP migration. 2 of 8 objects need a manual workaround.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across PILOT:Suite and Acumatica.

  • Object compatibility

    C

    2 of 8 objects need a manual workaround.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    PILOT:Suite: Not publicly documented..

  • Data volume sensitivity

    B

    PILOT:Suite doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your PILOT:Suite to Acumatica migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about PILOT:Suite to Acumatica data migrations

Answers to the questions buyers ask most during PILOT:Suite to Acumatica migration scoping. Not seeing yours? Book a call.

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Most PILOT:Suite-to-Acuminica migrations complete in 72–120 hours of clock time for under 25,000 records. Migrations with open orders across multiple PILOT:Suite modules, multi-warehouse inventory, or complex custom field extensions extend to 10–18 days. The longest single step is Acumatica's custom field definition and Segmented Keys configuration — plan 2–3 days of Acumatica admin time before data begins moving. The actual data movement runs in parallel with your team continuing to work in PILOT:Suite.

Adjacent paths

Related migrations to explore

Ready when you are

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