AI and agents in reporting

Management reports, dashboards and natural-language queries over financial data.

9 entries

Community resourceEvidence: Project documentation
Open-source MCP server to connect AI assistants to Odoo: read, aggregations and, if enabled, write
ivnvxd and project contributors on GitHubIndividual
A community project on GitHub (MPL-2.0 license, more than 400 stars, latest release published on 10 October 2026) that lets Claude and other assistants query and modify data in an Odoo instance: invoices, customers, products and aggregations. It has a test mode that needs no module and a module for production.
- MCP server in Python (launched with uvx)
- Odoo 16 or later (MCP module for production; test mode over XML-RPC)
- Claude Desktop, Claude Code, Cursor or another MCP client
- Odoo
- Accounting
- Reporting
October 10, 2026
NewsEvidence: Opinion / analysis
Gartner: AI in finance takes 9 to 10 months to deliver value in tasks such as accounts payable and receivable
A Gartner survey of 160 finance leaders, conducted from January to April 2026, indicates that data extraction, accounts payable and receivable automation and report generation usually deliver results in about 9 to 10 months. More complex cases, such as forecasting or insight generation, take longer.
September 24, 2026
NewsEvidence: Announcement
Odoo 20 adds an AI accounting assistant and agents that automate processes
With Odoo 20, presented on 24 September 2026, the system adds an accounting assistant that answers questions about reports, audits reconciliations and lets you pay bills from Odoo, plus agents that create automations from natural-language instructions. It is a vendor announcement; the entry includes no customer results.
September 24, 2026
Use caseEvidence: Real case
UNHCR uses AI to prepare its treasury cash forecast: what it did, what it gained and how to replicate it
UNHCR, the UN Refugee Agency — treasury unitOrganization or institution · International humanitarian organisation (United Nations system)
The treasury team at UNHCR, the UN Refugee Agency, explained at EuroFinance 2026 how it uses AI to collect, normalise and project its cash flows, with treasurers still responsible for reviewing and deciding. It is a real case told by its head; the 40% to 60% reduction in work is his estimate for once the model is stable, not an audited result.
- AI cash forecasting model developed with UNICC (the source does not detail the type of model)
- ERP data: accounts payable and future-dated purchase orders
- Almost ten years of cash flow history
- +2
- Treasury
- Reporting
September 16, 2026
NewsEvidence: Announcement
Holded launches its MCP server to connect Claude, ChatGPT and other assistants to your account
In June 2026 Holded released a remote MCP server that lets AI assistants query and, if the user authorizes it, modify data in their account: invoices, contacts, treasury and stock. It connects with OAuth 2.1 and the assistant inherits the permissions of the Holded user who authorizes it.
June 2026
NewsEvidence: Announcement
Sage Intacct expands collections and payables automation and opens its AI Gateway with MCP
In May 2026 Sage announced payment reminders, AI-powered three-way matching in accounts payable and an MCP-based AI Gateway to connect external AI tools to Sage Intacct. Some features are generally available and others are in an early-adopter program, with differences by country.
May 28, 2026
NewsEvidence: Announcement
Sage 50 adds an AI-powered mobile app to check sales, collections and invoices
In February 2026 Sage Spain launched a Sage 50 mobile app aimed at managers and owners of small businesses, with voice activity summaries and queries on sales, customer payments and invoices. Sage says it validated it with a two-month pilot with 20 customers, without publishing savings figures.
March 27, 2026
NewsEvidence: Announcement
Oracle launches Fusion Agentic Applications, with finance agents already available in Fusion ERP
In March 2026 Oracle announced 22 agentic applications for Fusion Cloud, one of them dedicated to collections, and in June it confirmed four finance agents available in release 26B: Ledger, Expenses, Payables and Payments. This is vendor information; these sources include no customer figures.
March 24, 2026
NewsEvidence: Announcement
NetSuite introduces Autonomous Close, AI bank reconciliation and planning agents
At SuiteConnect (February 2026), Oracle NetSuite announced a close supported by several agents that watch exceptions and progress, bank reconciliation with generative AI, and planning and reconciliation agents for its EPM module. It is a product announcement relayed by the trade press; it includes no customer results.
February 11, 2026

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