Acumatica AI features
Acumatica's AI work sits across two products with different maturity: a low-code automation builder that reached general availability in the 2026 R1 release, and a chat-style assistant still in a sign-up-only availability period ahead of a full release. Document recognition reads incoming accounts-payable bills into draft records, and anomaly detection and demand forecasting apply statistical and machine-learning models to reporting and planning, though pricing details for two of these six features remain unresolved.
What Acumatica actually ships under “AI”, split by what each feature does rather than the marketing umbrella it ships under. Licensing detail below is qualitative — how a feature is packaged, not what it costs — because vendor AI pricing moves faster than any research pass can keep current; this page never states a price.
- Predictive2
- Document AI2
- Assistant1
- Automation1
Every AI feature, and what kind it is
Filter by what a feature actually does, whether it is generally available, and how it is licensed. An assistant that drafts text and a model that forecasts demand are both sold as AI and answer completely different questions.
Showing 6 of 6 features
AI Assistant
AssistantLimited availabilityA staff member can type or speak a plain-language question inside the application and get back a table, chart or pivot view built from configured inquiries, without opening a separate reporting tool.
Licensing: Metered by consumption — Metered in AI Units against a monthly allocation during the sign-up-only availability period; broader availability is planned for a later release.
AI Studio
AutomationGenerally availableA partner or administrator can describe a repetitive process in plain language and have this workflow builder assemble the automation steps, rather than hand-coding a customization for each business-rule change.
Licensing: Separately licensed add-on — Carries its own licensing cost on the Select, Prime and Enterprise product tiers; not available on the Essentials tier.
Anomaly Detection
PredictivePreviewNumeric fields inside a configured inquiry are compared across defined groups so an unsupervised model can flag an unusual sales margin, cost or quantity with a severity rating, before a controller reviews the underlying transaction.
Licensing: Not documented — Priced by the number of inquiries and records processed daily once past its experimental status; restricted to the Select, Prime and Enterprise tiers, not Essentials.
AP Document Recognition
Document AIGenerally availableA bill dragged in as a PDF, emailed to a monitored inbox or forwarded from Outlook gets its vendor, invoice number and line items read automatically and mapped onto a draft accounts-payable bill for a clerk to check.
Licensing: Metered by consumption — The first 50 pages processed each month cost nothing extra beyond the subscription; pages beyond that allotment are billed, and recognition currently covers English-language documents in the United States, Canada and the United Kingdom only.
Recognition of Project-Related AP Documents
Document AIGenerally availableWhen a scanned vendor bill lines up with an open purchase order or subcontract tied to a project, the matching purchase order or subcontract and the project budget key populate onto the bill automatically, cutting a project accountant's manual lookup.
Licensing: Metered by consumption — Runs as part of the same metered document-recognition capability as standard AP bill scanning, added as an enhancement in the 2025 R1 release.
AI Demand Forecasting
PredictiveGenerally availableHistorical sales and consumption patterns feed a forecasting model that projects future material and item demand, giving a planner a starting projection to adjust rather than a blank spreadsheet built from scratch for every planning cycle.
Licensing: Not documented — Entry-level forecasting runs inside the base subscription in most accounts; more advanced planning and scheduling scenarios draw on a separately licensed add-on, and which tier a given forecast run falls under is not confirmed.
Acumatica’s AI features by the module they touch — open a module hub for the full capability picture that surrounds each one.
AP Document Recognition
AI Demand Forecasting
AI Demand Forecasting
Recognition of Project-Related AP Documents
AI Demand Forecasting
Recognition of Project-Related AP Documents
AI Assistant · Anomaly Detection
The Acumatica Evaluation Kit
An independent assessment of Acumatica — strengths, gaps and real pricing — plus a requirements template you can score its finance & accounting against alongside every other system on your shortlist.
Acumatica Evaluation Kit
2026 Edition · PDF guide + XLSX template
ERP Research
- Buyer's guide (PDF): Acumatica independently assessed — where it is strong, where it is not, and what it actually costs
- Requirements template (XLSX): weight your requirements and score vendors side by side
- Structured by module, so finance & accounting sits alongside the rest of your scope
- The questions to put to the vendor and to implementation partners
Acumatica Evaluation Kit
How this compares
Generally-available AI features per module, Acumatica against the systems most often shortlisted alongside it.
| Module |  |  |  | |  |
|---|---|---|---|---|---|
| Finance & Accounting | 1 | 4 | 8 | 3 | 24 |
| Manufacturing | 1 | 0 | 0 | 0 | 1 |
| Supply Chain | 1 | 1 | 8 | 1 | 3 |
| Sales | 0 | 2 | 1 | 2 | 5 |
| HR & Payroll | 0 | 1 | 0 | 0 | 0 |
| Project Management | 1 | 0 | 0 | 0 | 2 |
| Inventory Management | 1 | 2 | 2 | 2 | 1 |
| Procurement | 1 | 1 | 1 | 1 | 4 |
| Warehouse Management | 0 | 0 | 1 | 0 | 0 |
| Ecommerce | 0 | 1 | 0 | 1 | 0 |
| Business Intelligence | 0 | 1 | 0 | 0 | 0 |
| Quality Management | 0 | 0 | 1 | 0 | 1 |
| Field Service | 0 | 0 | 0 | 0 | 0 |
| Asset Management | 0 | 0 | 0 | 0 | 2 |
3 generally-available AI features0 researched, none GA yet— not tracked — we have not researched this product/module combination
Acumatica implementation partners
Most of these features need configuration and clean data before they do anything — these firms have delivered Acumatica before.
Acumatica AI FAQ
Is Acumatica's AI Assistant available to every customer today?
No. It shipped in a sign-up-only availability period alongside the 2026 R1 release, with wider release planned for later, and its use is metered in AI Units against a monthly allocation rather than included without limit.
How many of these AI features are generally available right now?
Four of the six: AI Studio, AP Document Recognition, Recognition of Project-Related AP Documents, and AI Demand Forecasting. The AI Assistant sits in a sign-up-only availability period, and Anomaly Detection remains in preview.
Does AP Document Recognition cost extra to use?
The first 50 pages processed each month cost nothing extra beyond the subscription; volume beyond that is billed, and coverage is currently limited to English-language documents in the United States, Canada and the United Kingdom.
What does Anomaly Detection actually flag?
It compares numeric fields inside a configured inquiry across defined groups and assigns a severity rating to outliers such as an unusual sales margin, cost or quantity, using an unsupervised model rather than fixed threshold rules.
Is AI Studio included in every Acumatica subscription?
No. It carries its own licensing cost and is available on the Select, Prime and Enterprise tiers; it is not available on the Essentials tier.
Which ERP modules does this AI coverage actually touch?
Coverage concentrates in finance and business intelligence, with additional features in project management, procurement, inventory, supply chain and manufacturing. Sales, HR, warehouse, ecommerce, quality management, field service and asset management have no AI feature recorded here.
Is AI-based demand forecasting included in the base subscription?
Entry-level forecasting runs inside the base subscription in most accounts, but more advanced planning and scheduling scenarios draw on a separately licensed add-on, and which tier a given forecast falls under was not confirmed during research.
Related Resources
Construction ERP Requirements: Complete Checklist (2026)
ERP requirements for construction companies. Covers job costing, project management, subcontractor management, equipment tracking, and 7 critical modules.
GuideConstruction ERP Requirements: Complete Checklist (2026)
ERP requirements for construction companies. Covers job costing, project management, subcontractor management, equipment tracking, and 7 critical modules.
PricingAcumatica Pricing & Costs
Compare Acumatica pricing, licensing, and implementation costs.
Comparison