Tool profile
Numeric: cost, fit and limits
Numeric is a close management and accounting automation platform made by Velocity Labs Inc. that offers a month-end close checklist, reconciliations, flux analysis, cash matching and billing and revenue modules, with AI agents and an MCP connection for use from Claude or ChatGPT. It targets venture-backed finance teams.
What to know first
Numeric sells four plan families, from Close Management and Analytics on your own ERP to a full ERP Replacement built on agentic subledgers. Pricing is custom and considers transaction volume, seats and business context, with no figures shown. The most distinctive part is the AI surface: Agent Builder, App Studio, Prism and an MCP server. Results on the page come from customers and Numeric itself.
Numeric at a glance
| Maker | Velocity Labs Inc., United States |
|---|---|
| Free plan | No |
| Entry price | Quote only |
| API access | No |
| Category | Best AI Financial Close Software in 2026, rank 3 of 10 |
| Website | numeric.io |
Who Numeric is best for
Teams that live inside Claude or ChatGPT
Numeric MCP lets users reach Numeric from Claude, ChatGPT or other AI tools, so close questions can be asked where analysts already work.
Companies replacing NetSuite
The ERP Replacement plan bundles subledger automation, billing, revenue, analytics, cash management and close management, with a context-rich data foundation.
Finance teams with heavy bank volume
The cash plan advertises automated matching for up to 95% of bank transactions, JE automation, live bank feeds and AI parsing of bank statements.
SaaS companies with usage billing
The billing plan covers usage event ingestion, contract line matching with exception flags, invoicing, collections, revenue recognition and ASC 606 handling.
Numeric plans and pricing
| Plan | Price | What it includes |
|---|---|---|
| ERP Replacement | Custom, demo required | Replaces NetSuite with a financial data platform: subledger automation, billing and revenue, analytics, in-app AI called Prism, cash management and close management. |
| Close Management and Analytics | Custom, demo required | Works with your existing ERP: month-end project management, live ERP integrations, auto-reconciliations, transaction monitoring, custom reporting, flux analysis and review notes. |
| Cash Management | Custom, demo required | Automated cash matching for up to 95% of bank transactions, JE automation, live bank feeds and AI parsing of bank statements. |
| Billing and Revenue | Custom, demo required | Usage ingestion, contract matching, invoice creation, collection automation, revenue recognition and schedule updates, with ASC 606 compliance. |
Checked November 2026.
What Numeric does
- Agentic flux analysis
- AI agents draft flux explanations, and one customer story on the page reports that 80% of first drafts are written by AI, a claim that comes from Numeric.
- Numeric MCP
- An MCP connection exposes Numeric to Claude, ChatGPT and other AI tools, so analysts can ask close questions without opening the app. Ask which data it exposes, how permissions carry over from the app and whether each query is logged for review.
- Agent Builder
- Background agents can be built for tasks such as chasing overdue invoices, which extends the close tool into collections work. Collections work like this sits beside the close, so check who owns the agent's output and how its messages are approved.
- App Studio
- Teams can build custom dashboards and apps on top of their data, instead of waiting for a vendor report. This reduces the wait for report requests, though custom apps need an owner who maintains them as the ledger changes.
- Transaction monitors
- Ongoing monitoring watches ledger activity during the period, so oddities surface before the close starts. Review the alert thresholds with your controller, so monitors catch real exceptions and do not produce noise.
How Numeric handles your data
Numeric's privacy policy names Velocity Labs Inc. as the entity and covers its website. It does not mention AI or machine learning and states no rule on training with customer data, so the vendor's policy was not checked for that on the pages we read. It says the site is hosted in the United States, that data may be kept in backups and archives, and that EEA or UK data may move to the US under Standard Contractual Clauses. No security certifications appeared on the home or pricing pages, and a security page could not be opened.
Where Numeric falls short in practice
- Certifications not visible. The home and pricing pages show no SOC or ISO claims, and the security page was not reachable. Ask for reports before a pilot touches ledger data.
- Training rule unstated. The privacy policy covers the website and is silent on AI, so a buyer cannot tell from it whether ledger data feeds any model. Ask for a data processing agreement that states the rule on training in plain words.
- ERP Replacement is a big step. Moving subledgers and the general ledger is a larger project than adding a close tool. Plan data migration and parallel runs, which the page leaves unscoped.
Works with
Alternatives to Numeric
Numeric: common questions
Does Numeric work with an ERP other than NetSuite?
The home page says Numeric integrates with NetSuite and other ERPs and links an integrations page we did not read. Ask for the exact list and the depth of each connection, such as read-only versus journal posting. Ask for the exact list and the depth of each connection, such as read-only access versus journal posting.
What can I do with Numeric MCP?
The home page says Numeric MCP lets users access Numeric from Claude, ChatGPT or other AI tools. Ask which data it exposes, how permissions carry over and whether queries are logged, before you connect it to production ledgers. Confirm permissions carry over from the app, and ask whether queries made through Claude are logged for later review.
How does Numeric price its plans?
The pricing FAQ says custom plans consider transaction volume, number of seats and business context, and you can mix products except ERP Replacement, which includes the suite. No dollar amounts are shown, and onboarding is scoped upfront. Ask how the vendor counts a seat, and whether read-only reviewers such as auditors are included without a charge.
What does the Cash Management plan automate?
It lists automated cash matching for up to 95% of bank transactions, JE automation, live bank feed integrations and AI parsing of bank statements. The 95% figure is a vendor claim, so test your own bank data. Test your own bank data, since the 95% figure is a vendor claim and mixes differ between companies.
Is Numeric an ERP?
Only if you buy the ERP Replacement plan, which replaces NetSuite with agentic subledgers. The other plans sit beside your existing ERP. Ask what compliance reporting you would still need outside the product. Ask what compliance reporting you would still need outside the product, and how data would move back out if you leave.