Mekorma vs Stampli

Requirement evaluated: Approvers must be able to receive, review invoice details and coding, and take approval actions (approve, reject, request information, delegate) directly within Microsoft Teams, without being required to authenticate into a separate AP portal or web application. The Teams-native experience must surface the full invoice image, line-level coding, and any attached supporting documents so that approvers can make informed decisions without context-switching, addressing stage 5 approval routing in the buyer's primary collaboration environment.

This buyer runs Dynamics 365 Finance across three legal entities. Mekorma's product line is purpose-built for Dynamics 365 Business Central, Dynamics GP, and Acumatica; the vendor's own fact sheet states explicitly that it is 'an embedded accounts payable automation solution designed for Microsoft Dynamics 365 Business Central, with continued support for Dynamics GP and Acumatica.' D365 Finance is a separate product with a different AP workflow model, and no Mekorma product covers it. …

Limitations: Mekorma does not support D365 Finance at all, which is a threshold disqualifier before the Teams requirement is even reached. For the ERPs Mekorma does support (Business Central, GP), the approval experience is a mobile browser app; there is no documented Teams-native approval mechanism surfacing invoice images, line-l …

Requirement evaluated: Approvers must be able to receive, review invoice details and coding, and take approval actions (approve, reject, request information, delegate) directly within Microsoft Teams, without being required to authenticate into a separate AP portal or web application. The Teams-native experience must surface the full invoice image, line-level coding, and any attached supporting documents so that approvers can make informed decisions without context-switching, addressing stage 5 approval routing in the buyer's primary collaboration environment.

For a Microsoft Teams-centric finance organization running D365 Finance across three legal entities, the buyer's requirement is that approvers complete all four approval actions (approve, reject, request information, delegate) without leaving Teams. Stampli's documented approver notification mechanism does not support this. Stampli notifies approvers via email and mobile push notifications, and when a non-regular user is messaged, they receive an email with a direct link that opens the Stampli web portal to view and act on the invoice. …

Limitations: Stampli has no documented Microsoft Teams integration of any kind: no Teams bot, no adaptive card, no Teams app, and no Power Automate connector for in-Teams approval actions. …

Requirement evaluated: The system must capture and pass D365 Finance financial dimensions (business unit, department, cost center, project, and any custom dimensions configured in the buyer's D365 instance) at the invoice line level, not just the header, so that cost allocation across the three legal entities is encoded during AP processing rather than corrected post-posting. This addresses stage 5 of the pre-processing journey, where budget owners and cost centers must be identified before the invoice reaches the ERP.

This buyer runs D365 Finance across three legal entities and needs line-level financial dimension mapping (business unit, department, cost center, project, and custom dimensions) resolved during AP pre-processing, before the invoice posts. That is stage 5 of the pre-processing journey. Mekorma cannot address this requirement because it does not run on D365 Finance. …

Limitations: Mekorma has no documented D365 Finance compatibility; deploying it would require the buyer to first replace their ERP with Business Central or Dynamics GP, which is outside the scope of an AP automation evaluation. There is no workaround or add-on that bridges this gap within the Mekorma product family.

Requirement evaluated: The system must capture and pass D365 Finance financial dimensions (business unit, department, cost center, project, and any custom dimensions configured in the buyer's D365 instance) at the invoice line level, not just the header, so that cost allocation across the three legal entities is encoded during AP processing rather than corrected post-posting. This addresses stage 5 of the pre-processing journey, where budget owners and cost centers must be identified before the invoice reaches the ERP.

For a three-legal-entity D365 Finance organization, Stampli's managed connector reads the buyer's live F&O configuration and surfaces every financial dimension (business unit, department, cost center, project, and any custom dimensions the buyer has defined) as validated, ERP-sourced lookup fields inside the Stampli coding UI, operating squarely at stage 5 of the pre-processing journey where cost allocation must be assigned before posting. …

Limitations: Stampli's D365 Finance page documents unlimited dimensions with bidirectional sync, but dimension-set validation rules (D365's allowed-value combination constraints per legal entity) and the behavior of entity-backed vs. …

Requirement evaluated: The system must provide a self-service vendor portal where suppliers can submit invoices directly, check payment status, and respond to queries from AP, reducing inbound email volume and giving AP a single structured intake channel. For the buyer's three-entity structure, the portal must allow vendors to indicate or confirm which legal entity the invoice is addressed to at submission time, so that entity-level routing can begin without manual AP triage.

The buyer runs three legal entities on Dynamics 365 Finance and needs a self-service supplier portal where vendors submit invoices directly, check payment status, and select the target legal entity at intake so entity-level routing begins without AP triage. Mekorma does not offer this capability. Its invoice intake mechanism is an email-based channel: vendors email invoices to a dedicated AP inbox, Microsoft AI Builder extracts header-level data (invoice number, date, amount, due date), and a Power Automate flow pushes records into the ERP for AP staff review — a workflow documented on the Dynamics GP Invoice Capture feature page and confirmed across multiple help-center builds. …

Limitations: Mekorma has no supplier-facing portal for invoice submission, payment status, or entity routing at any tier of its product line, and its documented ERP coverage does not include Dynamics 365 Finance, making this requirement entirely unaddressed by Mekorma regardless of configuration or add-on selection.

Requirement evaluated: The system must provide a self-service vendor portal where suppliers can submit invoices directly, check payment status, and respond to queries from AP, reducing inbound email volume and giving AP a single structured intake channel. For the buyer's three-entity structure, the portal must allow vendors to indicate or confirm which legal entity the invoice is addressed to at submission time, so that entity-level routing can begin without manual AP triage.

For a three-entity D365 Finance buyer, Stampli's Vendor Portal provides the self-service intake layer the buyer needs on several dimensions: <cite index="4-10,4-8,4-4">vendors can directly upload invoices through the portal, initiate messages and respond to AP queries, and independently access invoice and payment status information.</cite> The compliance and onboarding layer is also present: <cite index="2-3">vendors can securely submit documents and maintain their information through the vendor portal, helping ensure compliance before payments are issued.</cite> On the multi-entity side, Stampli's documented mechanism for entity assignment is primarily AP-side and AI-driven: <cite index="5- …

Limitations: The material gap for this buyer is the absence of a documented vendor-side entity confirmation step at submission: entity assignment appears to be an AP-side or AI-inferred action after the invoice arrives, not a structured vendor-declared field at submission time, which means AP may still need to triage or validate en …

Requirement evaluated: The AP automation layer must integrate with Dynamics 365 Finance at full data model depth, replicating every financial dimension, legal entity structure, tax configuration, and custom segment that D365 Finance supports across all three legal entities, with no field-level truncation or mapping loss. This is the buyer's stated top-priority criterion; any gap here limits how much of the D365 Finance investment is actually usable through the AP layer.

This buyer runs Dynamics 365 Finance across three legal entities and needs an AP automation layer that integrates at full data model depth: financial dimensions, legal entity structure, tax configuration, and custom segments. Mekorma cannot deliver this because it does not integrate with Dynamics 365 Finance at all. Every product Mekorma ships is scoped to a different set of ERP platforms. …

Limitations: Mekorma has no integration with Dynamics 365 Finance; this is a complete platform mismatch, not a depth or fidelity gap. Deploying Mekorma would require the buyer to replace D365 Finance with Business Central, which is a full ERP migration, not an AP automation project.

Requirement evaluated: The AP automation layer must integrate with Dynamics 365 Finance at full data model depth, replicating every financial dimension, legal entity structure, tax configuration, and custom segment that D365 Finance supports across all three legal entities, with no field-level truncation or mapping loss. This is the buyer's stated top-priority criterion; any gap here limits how much of the D365 Finance investment is actually usable through the AP layer.

For a buyer running D365 Finance across three legal entities, Stampli connects via an in-house-built 'managed connector' that plugs directly into F&O's native tables without X++ customizations or middleware. <cite index="33-15">Stampli's native connector mirrors F&O's exact configuration, including custom fields, dimensions, tax rules, and vendor setups, ensuring seamless data flow without modifying the ERP or requiring ongoing maintenance.</cite> On the dimensions front, <cite index="14-9,14-10">Stampli carries over unlimited dimensions and enables AP to split charges across any combination of entities, projects, and cost centers before posting, preserving reporting integrity and eliminatin …

Limitations: Stampli's D365 Finance integration page is a vendor-authored commitment page, not an independently audited schema-level specification; buyers should verify at demo stage that their specific account structure configurations (such as entity-backed dimensions with company-specific values, legal entity overrides on dimensi …

Requirement evaluated: Duplicate invoice detection across vendor, amount, date, and invoice number; must catch cross-entity duplicates

This buyer runs 2 Sage Intacct entities and needs cross-entity duplicate detection across vendor, amount, date, and invoice number. Mekorma cannot address this requirement for two compounding reasons. First, Mekorma is exclusively built for Microsoft Dynamics 365 Business Central, Dynamics GP, and Acumatica; the fact sheet confirms it is 'an embedded accounts payable automation solution designed for Microsoft Dynamics 365 Business Central, with continued support for Dynamics GP and Acumatica,' and Mekorma does not appear in the Sage Intacct Marketplace as a certified integration partner. No Sage Intacct connectivity is documented anywhere in Mekorma's product line. …

Limitations: Mekorma is incompatible with the buyer's Sage Intacct environment; the product is Dynamics-native and has no documented Sage Intacct integration. Even on compatible ERPs, its per-entity access model structurally prevents the cross-entity duplicate scanning this buyer requires.

Requirement evaluated: Duplicate invoice detection across vendor, amount, date, and invoice number; must catch cross-entity duplicates

For a $120M services company with 2 Sage Intacct entities currently relying on manual email-based AP, Stampli's Billy the Bot runs duplicate detection across three sequential checkpoints in the pre-processing journey. At the ingestion stage, <cite index='3-5,3-6,3-7'>Billy checks file name, size, and content the moment an invoice is uploaded, blocking re-entry and sending an email notification if a prior file matches</cite>. …

Limitations: The documented hard-duplicate anchor is invoice number + vendor name + invoice year; amount is not a mandatory field in the trigger logic, and date resolution is year-level rather than the exact-date matching the buyer specified. …

Requirement evaluated: Payment approval workflow: all payment batches require CFO or Controller electronic approval before release

This buyer runs on Sage Intacct. Mekorma's payment approval workflow is a well-documented, genuinely capable mechanism: within its supported ERPs, the Payment Hub enforces a hard separation between the Requestor (who builds batches) and the Approver (who must electronically authorize before any batch can print or release), with named role levels such as MEKORMA_APPROVER_LEVEL_1 and MEKORMA_APPROVER_LEVEL_2 that can be assigned to specific executives like a CFO or Controller, and threshold-based rules that require progressively higher-level sign-off on larger batches. …

Limitations: Mekorma has no Sage Intacct integration; the buyer's ERP is outside Mekorma's supported platform set, making every Mekorma capability, including its payment batch approval controls, unavailable to this buyer without an ERP migration. This is a foundational compatibility failure, not a feature gap.

Requirement evaluated: Payment approval workflow: all payment batches require CFO or Controller electronic approval before release

For a $120M services company running bi-weekly check runs and monthly ACH batches through Sage Intacct, the relevant mechanism is Stampli Direct Pay's payment approval workflow layer, which sits downstream of invoice coding and approval. Stampli documents a distinct 'Approve payment' step in the Direct Pay flow that is separate from invoice-level coding approval: <cite index="12-3,12-4">Stampli offers robust and customizable approval workflows to ensure proper separation of duties and compliance, with the ability to customize the approval process based on invoice amounts so payments are made according to company policies.</cite> The payment-level approval can be role-configured with named ap …

Limitations: The documented Stampli Direct Pay approval model is amount-threshold-based, meaning batches composed entirely of invoices below the configured threshold may not require CFO or Controller sign-off, creating a gap in the buyer's universal batch-approval mandate. …

Requirement evaluated: The system must maintain a complete, timestamped audit trail covering every action in the pre-processing journey: invoice receipt, OCR extraction, dimension coding, tax code assignment, approval decisions (including who approved, from which interface, Teams or portal), delegation events, escalations, and ERP posting confirmation, with records tied to the specific legal entity and financial dimensions on each transaction. This audit record must be exportable and must satisfy both internal controls and external audit requirements across all three legal entities without manual log reconstruction.

This buyer runs Dynamics 365 Finance across three legal entities and requires a complete, exportable, entity-scoped audit trail covering the full pre-processing journey. The foundational barrier is platform compatibility: <cite index="eb651e1d-97c4-4df6-b5b7-e5147f483910">Mekorma is an embedded AP automation solution designed for Microsoft Dynamics 365 Business Central, with continued support for Dynamics GP and Acumatica</cite>. Dynamics 365 Finance (the enterprise F&O product the buyer operates) is not a supported platform. …

Limitations: Mekorma is not available for Dynamics 365 Finance; the platform incompatibility alone eliminates it from consideration before any audit trail capability question can be evaluated. …

Requirement evaluated: The system must maintain a complete, timestamped audit trail covering every action in the pre-processing journey: invoice receipt, OCR extraction, dimension coding, tax code assignment, approval decisions (including who approved, from which interface, Teams or portal), delegation events, escalations, and ERP posting confirmation, with records tied to the specific legal entity and financial dimensions on each transaction. This audit record must be exportable and must satisfy both internal controls and external audit requirements across all three legal entities without manual log reconstruction.

For a three-legal-entity D365 Finance organization requiring a complete, exportable audit trail across the full pre-processing journey, Stampli operates an invoice-centric communication hub where every stage of that journey is logged against a single invoice record. <cite index="1-1,1-14,1-15">Stampli's audit trail captures all invoice activities including approvals, rejections, questions, answers, and field updates, with each entry recording names, dates, times, and field values both before and after edits.</cite> This is not a summary report: <cite index="9-1,9-2">Stampli logs every coding change, message, approval, and decision tied to an invoice in a chronological record, with documented …

Limitations: The audit trail does not appear to tag the interface of origin (Teams adaptive card vs. web portal vs. mobile) on each approval event, which the buyer explicitly requires given their Teams-centric workflow and three-entity audit scope. …

Requirement evaluated: Real-time or near-real-time sync of: chart of accounts, dimensions, vendor master, PO data, and GL postings

This buyer runs 2 Sage Intacct entities and needs real-time sync of chart of accounts, dimensions, vendor master, PO data, and GL postings between their AP automation layer and Intacct. Mekorma cannot fulfill this requirement at any level because it does not support Sage Intacct as an ERP. Mekorma's entire product architecture is built natively inside Microsoft Dynamics environments: its three documented platforms are Microsoft Dynamics GP, Microsoft Dynamics 365 Business Central, and Acumatica. The vendor's own website lists no Sage Intacct connector, no certified Intacct marketplace listing, and no documented API bridge to Intacct Web Services or REST APIs. …

Limitations: Mekorma has no Sage Intacct integration of any kind: no native connector, no middleware-assisted path, and no documented roadmap item for Intacct support. Deploying Mekorma would require this buyer to abandon Sage Intacct or maintain all COA, vendor master, PO, and GL data synchronization entirely outside the tool, whi …

Requirement evaluated: Real-time or near-real-time sync of: chart of accounts, dimensions, vendor master, PO data, and GL postings

For a $120M services company running two Sage Intacct entities, Stampli operates as a Sage Marketplace-validated, native API connector that keeps all five of the buyer's named data objects in continuous sync. <cite index='14-4'>Stampli mirrors Intacct's entities, Smart Rules, and custom fields with five-minute list updates and two-hour sync cycles</cite>, meaning chart of accounts, dimensions, and vendor master data refresh in near-real-time inside Stampli's coding interface so coders never work off stale picklists. …

Limitations: The documented sync cadence distinguishes between two tiers: five-minute polling for master data lists (COA, dimensions, vendor master) and a separate two-hour cycle for heavier reconciliation passes, meaning open PO balances and receipt quantities could lag by up to two hours in the standard cadence rather than being …

Requirement evaluated: The system must support multi-legal-entity coding and data isolation across the buyer's three legal entities, enabling AP staff to code invoices to any of the three entities with entity-level permission controls that prevent one entity's approvers or coders from viewing or acting on another entity's invoices. This is an intra-system segregation requirement, not a multi-instance requirement: all three entities must be manageable from a single centralized AP workspace while maintaining strict per-entity data boundaries.

This buyer runs Dynamics 365 Finance across three legal entities and needs enforced, per-entity invoice coding and access control inside a single centralized AP workspace. Mekorma cannot address this requirement for two compounding reasons. First, and most fundamentally, Mekorma is purpose-built for Dynamics 365 Business Central, Dynamics GP, and Acumatica; the vendor's own footer, fact sheet, and product announcements confirm this scope explicitly, and there is no documented Mekorma product for D365 Finance. The buyer's ERP is outside Mekorma's supported platform set entirely. …

Limitations: Mekorma has no product for Dynamics 365 Finance; its entire solution set targets Business Central, Dynamics GP, and Acumatica. Even setting aside the ERP mismatch, Mekorma's multi-entity isolation mechanism is ERP-session-delegated access control, not an independent AP-platform RBAC layer, which means it cannot deliver …

Requirement evaluated: The system must support multi-legal-entity coding and data isolation across the buyer's three legal entities, enabling AP staff to code invoices to any of the three entities with entity-level permission controls that prevent one entity's approvers or coders from viewing or acting on another entity's invoices. This is an intra-system segregation requirement, not a multi-instance requirement: all three entities must be manageable from a single centralized AP workspace while maintaining strict per-entity data boundaries.

For a buyer running three D365 Finance legal entities, Stampli addresses this requirement through a single-account multi-entity architecture rather than separate instances. <cite index="3-2,3-3">Stampli allows adding and managing an unlimited number of companies or subsidiaries within a single account, enabling AP teams to manage invoice processing, approvals, and reporting across multiple legal entities from a single centralized platform.</cite> Data segregation is enforced at the permission layer: <cite index="28-1">Stampli uses permission-based controls, ensuring that users only see invoices and data aligned with their specific permissions within the system.</cite> At the routing level, < …

Limitations: The D365 Finance-specific product page does not document whether Stampli auto-imports entity-level permission restrictions directly from D365 F&O's security hierarchy (as it explicitly does for Sage Intacct, where entity-level permissions travel automatically from the ERP); for D365 specifically, the entity-scoped user …

Requirement evaluated: The system must support tax configuration pass-through to D365 Finance, meaning that tax codes, tax groups, and item tax groups configured in the buyer's D365 instance are available for selection or auto-assignment during AP processing, and are written back to the D365 transaction record without manual re-entry or override. This covers stage 3 of the pre-processing journey, ensuring that tax terms verified during AP processing survive the handoff to the ERP intact.

This buyer runs Dynamics 365 Finance across three legal entities, a platform where tax codes, tax groups, and item tax groups are configured at the legal-entity level and must survive the handoff from AP processing to the posted vendor invoice record intact (stage 3 of the pre-processing journey). Mekorma cannot fulfill this requirement because it does not connect to Dynamics 365 Finance at all. …

Limitations: The limitation is not a feature gap within D365 Finance; it is an absent ERP connection. Mekorma's entire embedded architecture operates within Business Central's AL extension model, which is incompatible with the X++ and OData-based extension model of D365 Finance. …

Requirement evaluated: The system must support tax configuration pass-through to D365 Finance, meaning that tax codes, tax groups, and item tax groups configured in the buyer's D365 instance are available for selection or auto-assignment during AP processing, and are written back to the D365 transaction record without manual re-entry or override. This covers stage 3 of the pre-processing journey, ensuring that tax terms verified during AP processing survive the handoff to the ERP intact.

For a three-entity D365 Finance organization, Stampli's managed connector addresses stage 3 of the pre-processing journey (terms and tax verification) by importing the buyer's existing D365 F&O tax configuration directly into the AP coding interface. Specifically, Stampli reads sales tax codes, item sales-tax groups, and effective-dated VAT/GST rate schedules from the live F&O instance in real time rather than maintaining a parallel tax table, meaning there is no drift between the AP layer's tax universe and the ERP's. …

Limitations: Stampli's published D365 F&O integration page does not expose the exact posting payload schema (i.e., whether sales tax group and item sales tax group fields are explicitly populated on vendor invoice journal lines versus relying on F&O's auto-determination at the point of posting); buyers with complex combinatorial ta …

Requirement evaluated: KPI tracking: average days to approve, touchless rate, cost per invoice, exception rate, discount capture rate

Your team runs Sage Intacct, and Mekorma's product line is built exclusively as a native extension inside Microsoft Dynamics 365 Business Central and Dynamics GP. Mekorma does not appear in the Sage Intacct Marketplace, and no Sage Intacct integration is documented anywhere in Mekorma's product materials or third-party review sources. Even setting aside the ERP mismatch, the reporting capabilities documented in Mekorma's own help center are limited to payment-execution audit tools: a payment history audit log, a batch inquiry screen, and a Remote Payment Services reporting tool. …

Limitations: Mekorma has no integration with Sage Intacct, making the entire product line inaccessible to this buyer without replacing their ERP. Even on its supported platforms (Business Central and Dynamics GP), Mekorma's reporting scope covers payment batch and audit log history, not AP lifecycle performance metrics.

Requirement evaluated: Export to Excel and scheduled report delivery to Controller and CFO

For a 3-person AP team at a $120M multi-location company needing to get data into the Controller's and CFO's hands, Stampli covers one of the two components of this requirement cleanly and leaves the other unresolved. On the export side, Stampli's Reports module offers an on-demand download button that produces either a CSV or XLSX file from any invoice report, including fully customized views with user-selected columns, date ranges, and advanced filters; the accrual report help article (Source 1) explicitly instructs users to 'Export the Report as an XLSX and open it in Excel,' and the Reports help article (Source 3, updated February 2026) …

Limitations: The Controller and CFO will not receive AP reports automatically in their inbox on a recurring schedule; someone on the AP team must manually run the report, export the XLSX, and email it, which introduces a manual step the buyer is specifically trying to eliminate. …

Requirement evaluated: Complete audit trail: every action timestamped with user ID, viewable by invoice or by user

Your company runs Sage Intacct across two ERP entities, and Mekorma is purpose-built exclusively for Microsoft Dynamics 365 Business Central, Dynamics GP, and Acumatica. There is no Mekorma integration with Sage Intacct, which means the product cannot be deployed in your environment at any price or configuration. Within the Microsoft Dynamics environments it does support, Mekorma provides an Audit Log Report (accessible at Mekorma Area Page > Inquiry > System > Audit Log) that records posted check and EFT batch details including the approvers and authorizers of each batch, filterable by Checkbook ID, Batch ID, or Posting Date, with drill-down to batch-level detail. …

Limitations: Mekorma has no Sage Intacct integration and cannot be implemented in your environment; this alone makes the capability unavailable to you. For buyers on compatible Microsoft Dynamics platforms, the audit trail covers posted payment batches only, lacks a per-user activity view, and does not capture pre-payment invoice l …

Requirement evaluated: Data encryption at rest and in transit

For a multi-location services company moving from manual email-and-spreadsheet AP to an automated platform, data protection must cover every touchpoint: invoice ingestion, in-platform processing, ERP sync to Sage Intacct, and payment execution. Stampli addresses all of these on its published Security Policy and Practices page. <cite index="1-4">All data sent to or from Stampli is encrypted in transit using 256-bit encryption.</cite> <cite index="1-1,1-2">API and application endpoints are TLS/SSL only, using only strong cipher suites.</cite> <cite index="1-3">Data at rest is encrypted using an industry-standard AES-256 encryption algorithm.</cite> For the highest-sensitivity fields your AP te …

Limitations: Stampli's security policy page does not specify the minimum TLS version enforced (e.g., TLS 1.2 vs. 1.3), nor does it detail key management practices such as rotation schedules or HSM usage; buyers with formal information security policies requiring those specifics should request Stampli's full security whitepaper or d …

Requirement evaluated: Learning capability: accuracy should improve over time on our specific vendor invoice formats

Your team runs Sage Intacct as its ERP. Mekorma's Invoice Capture product, which is the only mechanism the vendor offers for invoice data extraction and AI reading, is documented exclusively for Microsoft Dynamics GP, with a separate Business Central path delivered through a partner (SignUp Software). No Mekorma invoice capture product for Sage Intacct exists in any documentation found across the vendor's product pages, user guides, or help center. …

Limitations: Mekorma Invoice Capture is a Dynamics GP and Dynamics 365 BC product; there is no version for Sage Intacct, which makes the entire invoice capture and learning capability unavailable to this buyer without replacing their ERP. …

Requirement evaluated: Automatic extraction of: vendor name, invoice number, date, PO number, line items, amounts, tax, and payment terms

For a 3-person AP team currently keying 1,800 invoices per month from email and mail into Sage Intacct manually, Stampli's AI (Stampli AI, previously branded as Billy the Bot) takes over at the point of invoice receipt. Invoices arrive via email to a dedicated Stampli inbox or are uploaded directly; the AI then immediately extracts header and line-level fields without human intervention. Stampli's own product documentation confirms the extracted fields include vendor name, invoice number, PO number, line items, product descriptions, prices, credit/payment terms, and taxes, using a combination of OCR, machine learning, and natural language processing. …

Limitations: Line-item extraction accuracy on varied or lower-quality invoice formats (scanned paper, non-standard layouts from subcontractors or facilities vendors) improves over time as the system learns vendor-specific patterns; a third-party analysis notes that Stampli uses historical invoice data from specific vendors to impro …