Eminence Growth Solutions, home
Menu

Software vendor

Coupa

Coupa sells spend management software, including AP automation with Coupa AI, Navi agents and SpendGuard fraud detection; its SEC registration ended in 2023.

1 offering in the directory Last verified

Ownership
Not stated
Audit firm
No
Website
Subprocessor list
Not stated
Contract terms
Not stated

Offering · Software

Coupa AP Automation (invoicing, payments, expenses and SpendGuard fraud detection)

Directory recordLast verified Compare with othersBuild questions for this vendor

Coupa sells accounts payable automation as part of its spend management platform, covering invoicing, payments, virtual cards, expense management and fraud detection. SourcesCoupa AI (AI-native spend management platform page)AI-Powered Accounts Payable Automation Software

Coupa says invoice ingestion runs on Rossum's transactional large language model, and that invoices matching a purchase order within tolerance are validated, routed for approval and scheduled for payment with no human intervention. SourceAI-Powered Accounts Payable Automation Software

Its SpendGuard fraud detection applies more than 25 alerts across invoicing, expenses and payments, and Coupa describes it as reducing, and possibly replacing, auditing work. SourcesProtect Your Business with Fraud Detection (Coupa SpendGuard)AI-Powered Accounts Payable Automation Software

Where it fits

CoE analysis Invoice-to-pay for organizations that buy through a procurement platform, with fraud monitoring and expense in the same suite.

Coupa says its fraud detection reduces dependence on auditing services and may even replace them. SourceAI-Powered Accounts Payable Automation Software

CoE analysis That is a vendor statement; internal audit and external auditors decide what they can rely on.

What it does

Offering type
Software
SourceAI-Powered Accounts Payable Automation Software
Workflow areas
  • Accounts payable
  • Expense
  • Spend and procurement
SourceAI-Powered Accounts Payable Automation Software
Customer size
Not stated

AI

Kind of AI
  • Built into the platform
  • Agents and automated actions
  • Established machine learning and rules
SourcesAI-Powered Accounts Payable Automation SoftwareCoupa AI (AI-native spend management platform page)Protect Your Business with Fraud Detection (Coupa SpendGuard)
Availability
Generally available

Features are described as current product capabilities; the pages read carry no preview or beta label. Coupa's AI terms guide says generative AI features typically require customer opt-in, with exceptions.

SourcesCoupa AI Models and Use of Customer Data: A quick guide (AI_Terms_Guide_Oct26.pdf; revised September 25, 2026)AI-Powered Accounts Payable Automation Software
Models named
  • Rossum T-LLM
SourceAI-Powered Accounts Payable Automation Software

Commercial

Pricing model
Quote only
SourceAI-Powered Accounts Payable Automation Software
Public price
Not stated

Evidence

Independent outcomes
None found in the sources read.
Sources read
  • Vendor-stated 14
  • Independent market evidence None read
  • Independently verified outcomes None read
  • Pricing 1
  • Known limitations 1
Coverage
Directory record
Last verified

Security and control

Single sign-on
Not covered in this record
User provisioning
Not covered in this record
Role-based access
Not covered in this record
Administrator controls for AI
Not covered in this record
Audit logs
Not covered in this record
Certifications
Not covered in this record
Data retention
Not covered in this record
Data residency
Not covered in this record
Training on customer data
Not covered in this record

AI features

As the vendor or firm describes them. Notes in small print record what the sources leave open.

  1. Document intelligence (Rossum T-LLM invoice ingestion)

    Template-free ingestion of invoices in any format and language using Rossum's transactional large language model.

    Kind
    Built into the platform
    Suggests or acts
    Acts
    Who controls it
    Vendor
    Availability
    Generally available

    Control: Not stated in the sources read; the model is Coupa's (via Rossum).

    SourceAI-Powered Accounts Payable Automation Software
  2. Touchless invoice processing

    Invoices matching the PO within tolerance are validated, routed for approval and scheduled for payment with no human intervention; non-PO invoices can be auto-approved by rules on vendor, amount or department.

    Kind
    Established machine learning and rules
    Suggests or acts
    Acts
    Who controls it
    Customer finance team
    Availability
    Generally available

    Control: Customers set tolerance and approval rules.

    SourceAI-Powered Accounts Payable Automation Software
  3. SpendGuard fraud detection

    Real-time monitoring across invoicing, expenses and payments with more than 25 alerts in six categories; flags duplicate invoices, suspicious expense claims and supplier legitimacy, and checks payment details and ERP payments.

    Kind
    Established machine learning and rules, Built into the platform
    Suggests or acts
    Suggests
    Who controls it
    Vendor
    Availability
    Generally available

    Control: Who configures alerts is not stated.

    SourcesProtect Your Business with Fraud Detection (Coupa SpendGuard)AI-Powered Accounts Payable Automation Software
  4. Coupa Navi agents and AI Agent Ecosystem

    A portfolio of Coupa Navi agents, plus an ecosystem that lets customers bring their own agent.

    Kind
    Agents and automated actions
    Suggests or acts
    Suggests and acts
    Who controls it
    Vendor
    Availability
    Not stated

    Control: Coupa says customers can bring their own agents; which customer role governs them is not stated.

    SourcesCoupa AI (AI-native spend management platform page)Coupa AI Models and Use of Customer Data: A quick guide (AI_Terms_Guide_Oct26.pdf; revised September 25, 2026)

Questions to ask

For this offering

  • Which Coupa AI features in AP and expense are on by default, which require our opt-in, and which embedded machine learning features cannot be switched off?
  • For touchless invoices, what tolerances and rules release payment without a person, who can change them, and how are those changes logged?
  • What evidence supports the statement that SpendGuard can reduce or replace auditing services, and what does it not test?
  • Which models and third-party providers, including Rossum's, process our invoices, where, and how is zero data retention enforced?
  • Does Coupa's SOC 1 report cover the AI features we would use, including Navi agents and SpendGuard, for the period we need?

From the diligence question set

  1. DQ-04 Which AI features are in the modules and edition we license, or would license, and is each generally available, in preview or beta, a paid add-on, or limited by edition or region?
  2. DQ-05 Which AI features are switched on by default, which does an administrator have to enable, and can each be switched off on its own?
  3. DQ-06 Does each feature suggest or act? Can it create, post, approve or change records, and where is that limit enforced?
  4. DQ-07 Who can change each feature's configuration, prompts, thresholds, data connections or model: your company, our administrators or individual users? Can we restrict and log those changes?
  5. DQ-14 Does your service auditor's report cover the AI features we would use, for what period, and which controls does it expect us to operate?
  6. DQ-16 Is our data, including inputs, outputs, documents and corrections, used to train or improve any model, yours or a third party's? Is that off by default, and is the commitment in the contract?