Best AI for CFOs

Research notes on AI in finance work, by task

Index
W/P 10
Built
4 November 2026
Volume
1
This page
2 exhibits
  1. Best AI for CFOs
  2. Use cases
  3. Treasury and FX

10of 12 workpapers

Treasury and FX

Where do AI products help treasury with cash and currency risk, and which decisions must stay with the treasurer?

Published . Vendor pages read 2 November 2026.

How AI products support treasury cash visibility, cash forecasting and FX hedging, the decisions treasury keeps, and questions to put to a vendor.

Products listed
6
Makers in the SEC ticker file
0
Filing excerpts
0
Notes
16

Lead schedule.Data the makers in this workpaper name

One stroke per record, in fives. Systems named by 4 or more records; every system is in Appendix C.

The schedule scrolls sideways; the workpaper column stays in place.

W/PBanksNetSuiteERPSAPCardsIntacctWorkdayClaudeCRMQuickBooksDynamicsOraclePaymentsPayrollSalesforceNo data named
10Treasury and FX4222221

Answer sheet.What the makers' pages in this workpaper answer

One stroke per record: solid where the maker's own page answers the question, dotted where the pages read are silent. A count of what the pages say, not a score.

W/PData it namesWhere a person reviewsModel or data handling
10Treasury and FX5 of 62 of 65 of 6

1The work

AI products in treasury connect bank and ERP data to show cash positions, compare cash forecasts with actuals, answer questions about treasury data and, in FX, automate the collection of exposures and the execution of hedges under rules the treasury team sets. The treasurer keeps the policy, the counterparties and the decision to borrow, invest or hedge. The makers in this note describe agents in a treasury management system, AI over bank connectivity, and an assistant in FX risk software.

Treasury's daily work is knowing where the cash is, in which currency and bank, and what will move it. That depends on bank connectivity across many institutions and formats, and on forecasts from receivables, payables and payroll. The cash forecast in treasury overlaps with the one in FP&A (see the forecasting note), with a shorter horizon and a lower tolerance for timing error.

Currency risk management starts with exposures: invoices, orders and forecasts in foreign currencies. A hedging programme decides which exposures to hedge, with what instruments and when, within a board-approved policy. Reference rates matter for valuation and reporting; the Federal Reserve publishes daily foreign exchange rates in its H.10 release.1

A person must stay in the loop for the hedging policy, for any trade above set limits, for bank account opening and signatories, and for funding and investment decisions. Rules-based automation that executes hedges when conditions are met is still the treasurer's decision, made in advance.

2Where AI is applied

Makers describe forecast-versus-actual monitoring that flags drift, plain-language questions over treasury data, normalised bank connectivity, and FX automation that collects exposures and triggers hedges under the treasury team's rules, with an AI assistant.

Exhibit 10.1.What the makers say, in their words, alphabetical by maker

  • Agicap AI isn't a single feature: it's the layer of artificial intelligence and machine learning built across the Agicap platform to help finance teams forecast faster, automate manual work, and query their cash data in plain language.8
    Agicap, Agicap AI
  • Parse remittance documents using LLM models to capture required invoice information from varied remittance formats like email attachments, email body.9
    HighRadius, Cash Application, Cash Flow Forecasting, Collections
  • Meet Kantox's AI-powered assistant: built on a decade of FX risk expertise for treasury teams12
    Kantox, Currency Management Automation, Kantox AI assistant
  • AI-powered forecasting that's accurate, explainable, and continuously learning.14
    Kyriba, Kyriba Liquidity Performance Platform
  • Compares forecast to actuals and flags meaningful drift as it happens.15
    Ripple Treasury, GSmart AI, Treasury AI agents
  • Trovata breaks down the barriers between banks, treasury systems, and stablecoin. Get unified control over your corporate cash with AI.16
    Trovata, Trovata AI

Source: the makers' own pages, read 2 November 2026; notes 8 to 16.

3Limits and control questions

For a listed company, any automated step that feeds the financial statements sits inside internal control over financial reporting, which management must evaluate and report on; the SEC's interpretive guidance for that report is Release 33-8810.2 COSO describes its Internal Control, Integrated Framework as originally issued in 1992 and refreshed in 2013.3 Hedge accounting and the valuation of derivatives carry their own documentation requirements.

Thresholds are a judgment, not a setting. The SEC staff's view on materiality is that "exclusive reliance on this or any percentage or numerical threshold has no basis in the accounting literature or the law."4 A forecast drift alert set as a percentage can miss a small change in a covenant-sensitive balance.

NIST's AI Risk Management Framework is a common reference for those questions. NIST says the framework is "intended for voluntary use and to improve the ability to incorporate trustworthiness considerations into the design, development, use, and evaluation of AI products, services, and systems."5 Its first version is published as NIST AI 100-1.6

Vendor claims about AI are claims, not findings. The SEC has brought settled charges against two investment advisers "for making false and misleading statements about their purported use of artificial intelligence (AI)."7 A finance team that relies on a vendor's description should ask for evidence of what the feature does with its own data.

4What filers say

A full-text search of SEC filings made between June 2025 and October 2026 found no filer describing AI in its own work on this task in words specific enough to quote. See how filings were searched.

5Products

Exhibit 10.2.Products addressing treasury and FX, by the data they name

6 product records whose makers say they address this task, alphabetical by maker. Open a row for our summary, the data it names and the maker's words on review; the marks show which questions the maker's pages answer.

  1. Agicap AIAgicapData it names: quoted.Where a person reviews: quoted.Model or data handling: quoted.
    Our summary
    A cash management platform with AI built across forecasting, collections and questions about cash data. The maker says its AI drafts collection emails from invoice and payment history.
    Data it names (our list)
    Bank feeds, ERP, Invoices
    Where a person reviews (quoted)
    Agicap surfaces anomalies and prompts you for review and action with full context, not just a notification.
  2. Cash Application, Cash Flow Forecasting, CollectionsHighRadiusData it names: quoted.Where a person reviews: not stated.Model or data handling: quoted.
    Our summary
    Order-to-cash and treasury software with AI agents for cash application, collections and cash flow forecasting. The maker says remittances are parsed with language models and forecasts use AI trained on ERP data.
    Data it names (our list)
    SAP, Oracle, NetSuite, Dynamics 365, Bank statements
    Where a person reviews (quoted)
    Not stated on the pages read.
  3. Currency Management Automation, Kantox AI assistantKantoxData it names: quoted.Where a person reviews: quoted.Model or data handling: not stated.
    Our summary
    FX risk software that collects currency exposures and hedges them automatically under rules the treasury team sets, with an AI assistant. The maker names the ERPs it connects to.
    Data it names (our list)
    SAP, Oracle, Microsoft Dynamics, NetSuite
    Where a person reviews (quoted)
    according to rules set by the treasury team.
  4. Kyriba Liquidity Performance PlatformKyribaData it names: not stated.Where a person reviews: not stated.Model or data handling: quoted.
    Our summary
    AI in Kyriba's treasury platform for cash forecasting and scenario modelling, with real-time anomaly detection on payments. The maker says every AI insight is explainable and auditable.
    Data it names (our list)
    Not stated on the pages read.
    Where a person reviews (quoted)
    Not stated on the pages read.
  5. GSmart AI, Treasury AI agentsRipple TreasuryData it names: quoted.Where a person reviews: not stated.Model or data handling: quoted.
    Our summary
    AI agents in a treasury management system that compare forecasts with actuals, answer questions about treasury data and assist with connectivity. The maker says agents use only the customer's isolated data.
    Data it names (our list)
    ERP, Bank connectivity
    Where a person reviews (quoted)
    Not stated on the pages read.
  6. Trovata AITrovataData it names: quoted.Where a person reviews: not stated.Model or data handling: quoted.
    Our summary
    A treasury platform that connects bank data and applies AI to cash visibility and treasury tasks. The maker says customer data stays in the US on AWS.
    Data it names (our list)
    Bank connections, Treasury systems
    Where a person reviews (quoted)
    Not stated on the pages read.

Source: the makers' own pages, read 2 November 2026; notes 8 to 16.

6Questions to put to a vendor

  1. Which banks and formats does the product connect to, and how are missing or late statements shown?
  2. How does it compare forecasts with actuals, and can we see the history of its errors?
  3. Can it initiate payments, transfers or trades, and under what limits and approvals?
  4. How are hedging rules set, changed and approved, and is every change logged?
  5. Where is our treasury data processed and stored, and is it used to train models for others?
  6. What happens to automated actions if market data or a bank feed fails?
  7. Which reference rates does it use for valuation, and from which source?
  8. What evidence does it keep for hedge documentation and for our auditors?

Notes

  1. Board of Governors of the Federal Reserve System, Foreign Exchange Rates, H.10. www.federalreserve.gov/releases/h10/current/. Read 29 October 2026.
  2. U.S. Securities and Exchange Commission, Commission Guidance Regarding Management's Report on Internal Control Over Financial Reporting, Release 33-8810. www.sec.gov/rules/interp/2007/33-8810.pdf. Read 29 October 2026.
  3. COSO, Internal Control, Integrated Framework. www.coso.org/guidance-on-ic. Read 29 October 2026.
  4. U.S. Securities and Exchange Commission, Staff Accounting Bulletin No. 99: Materiality. www.sec.gov/interps/account/sab99.htm. Read 29 October 2026.
  5. National Institute of Standards and Technology, AI Risk Management Framework. www.nist.gov/itl/ai-risk-management-framework. Read 29 October 2026.
  6. National Institute of Standards and Technology, Artificial Intelligence Risk Management Framework (AI RMF 1.0), NIST AI 100-1. nvlpubs.nist.gov/nistpubs/ai/NIST.AI.100-1.pdf. Read 29 October 2026.
  7. U.S. Securities and Exchange Commission, SEC Charges Two Investment Advisers with Making False and Misleading Statements About Their Use of Artificial Intelligence. www.sec.gov/newsroom/press-releases/2024-36. Read 29 October 2026.
  8. Agicap, AI Powered Cash Flow Management Software | Agicap. agicap.com/en/features/ai-cash-flow-management/. Read 2 November 2026.
  9. HighRadius, AI-Driven Automated Cash Application Software. www.highradius.com/product/cash-application-automation/. Read 30 October 2026.
  10. HighRadius, Cash Flow Forecasting Software - Achieve 95% Accuracy with Automation. www.highradius.com/product/cash-flow-forecasting-software/. Read 30 October 2026.
  11. HighRadius, Automated Debt Collection Software. www.highradius.com/product/automated-debt-collection/. Read 30 October 2026.
  12. Kantox, FX Risk Management Software | Currency Management Automation – Kantox. www.kantox.com/. Read 30 October 2026.
  13. Kantox, Reduce FX Gains & Losses. www.kantox.com/use-cases/reduce-fx-gains-losses. Read 30 October 2026.
  14. Kyriba, Kyriba Liquidity Performance Platform. www.kyriba.com/products/liquidity-performance/. Read 2 November 2026.
  15. Ripple Treasury, Treasury AI Agents | Governed, Auditable, Approved. treasury.ripple.com/solutions/ai/treasury-ai-agents. Read 1 November 2026.
  16. Trovata, Cash & Liquidity Management Platform | Trovata. trovata.io/. Read 1 November 2026.

Other use cases: Forecasting, Accounts payable, Expense audit, Collections and cash application, Reconciliation, Close automation, Variance analysis, Contract and lease data, Tax research, Payment anomalies and fraud, Audit preparation.