Numeric

What is Numeric?

Numeric is an AI finance platform that automates the month-end close for accounting teams. It syncs transaction-level data from your ERP, organises close tasks, matches cash and drafts explanations for account movements.

Having started as a close tool, it now presents itself as a financial data platform. The range covers close management, cash management, billing and revenue, reporting, custom subledgers and a full ERP replacement, and every module except the ERP plan can be bought on its own.

Co-founders Parker Gilbert, Anthony Alvernaz and Andrew Bihl run the company from San Francisco, New York and London, backed by Founders Fund, IVP and others. Its website names customers including Brex, Plaid, Asana, Mercury, ClickUp, Betterment and Wealthfront, and G2 shows a 4.8 rating from 65 reviews (October 2026).

Key Features

Flux analysis and cash matching do the heaviest lifting in Numeric, because they remove the two most manual parts of a typical close.

• Close checklist: A configurable dashboard assigns tasks, owners and dependencies across the close. Every action is logged, so reviewers and auditors can see who prepared and approved each step without chasing emails.
• Agentic flux analysis: Variance reports draft explanations automatically, adding context from payroll, CRM and historical data. Numeric’s site says DailyPay now gets 80% of its first-draft flux commentary written by AI.
• Cash matching: Rules built on memo, amount and date range match more than 90% of transactions, Numeric says, including many-to-many cases. Bank data arrives through Plaid, Finicity, SFTP or native links covering 12,000+ banks and spend platforms.
• Reconciliations and monitors: Accounts reconcile against the general ledger in real time with materiality thresholds. Transaction monitors flag duplicates, unusual balances and rising spend, so problems surface during the month rather than at audit.
• Billing and revenue: The billing module handles usage-based and tiered pricing, per-customer rate cards, true-ups, credits and refunds. Invoices assemble automatically with sales tax resolved, and revenue schedules follow ASC 606.
• AI tools and MCP: An MCP server lets Claude, ChatGPT and other AI tools query Numeric data. App Studio builds dashboards from a single prompt, and Agent Builder runs background jobs such as chasing overdue invoices.

Pros

Shorter closes are the clearest payoff: Brex cut its close from six days to four with Numeric, according to the vendor’s case study.

• Built for accountants: Workflows mirror real close routines, from checklists to sign-offs. Controllers can adopt it without rebuilding their process, and G2 reviewers give it 4.8 out of 5.
• Modular buying: You can start with one or two products and add more later, as the pricing FAQ confirms. That lowers the risk of a first rollout for teams unsure about a full switch.
• Live ERP data: Transaction-level syncs from NetSuite and other ledgers keep reports current without exports. Staff then spend less time pasting trial balances into spreadsheets before each review.
• Named customer results: Case studies cite a 22% shorter close at Betterment and three times the team output at Public.com. These are vendor figures, but they come from named firms you can ask about.
• Quick implementation: G2 lists implementation at under one month and payback at around three months. Onboarding and data migration are scoped before signing, so the timeline is clear from the start.

Cons

Opaque pricing is the main hurdle, since Numeric shows no prices and every plan starts with a sales demo.

• No public prices: Quotes depend on transaction volume, seats and business context. Budget holders cannot compare costs with rivals until after a sales call, which slows early shortlisting.
• No free trial: The official pages mention no trial or free plan. You see the product only in a guided demo, so ask for a sandbox or pilot close if hands-on testing matters.
• High perceived cost: G2 marks its cost as high, and Vendr reports a median contract near $15,000 a year. Small businesses with simple books may get better value from lighter tools.
• Short ERP list: Named ERP support covers NetSuite, QuickBooks Online, Xero and Sage Intacct. Teams on SAP, Oracle Fusion or Microsoft Dynamics should therefore confirm compatibility before committing.
• Security details hidden: The pages we read list no SOC reports or certifications. Finance teams connecting bank and ledger data should request audit reports and retention terms during evaluation.

Who is Using Numeric?

Controllers at fast-growing, mid-sized companies are Numeric’s core users, along with the accountants who run their monthly close.

• Controllers: Finance leads who sign off the close each month. They use the checklist and audit trail to track progress and review evidence in one place.
• Accounting teams: Staff accountants who reconcile accounts and explain variances. They rely on cash matching and AI-drafted flux notes to cut repetitive work.
• Fast-growing start-ups: Companies outgrowing spreadsheet closes on QuickBooks or Xero. Some later move onto Numeric’s own ledger through the ERP Replacement plan.
• Fintech and high-volume firms: Businesses such as Brex, Mercury and Plaid with heavy transaction loads. They use rule-based matching and monitors to absorb volume without adding headcount.

Pricing

Numeric sells on custom quotes based on transactions, seats and business context, with no public prices (official pricing page, October 2026).

Directories still cite a $30 per user Essentials tier, and Vendr reports a median contract near $15,000 a year, but the official page no longer shows either figure. Onboarding and migration are priced separately and scoped before you sign.

Disclaimer: quotes vary with volume, entities and contract length, so ask Numeric for a written proposal.

What Makes Numeric Unique?

Numeric can sit on top of your ERP or replace it entirely, which few close tools offer. Rivals such as FloQast and BlackLine add close workflows to an existing ledger, while Numeric also sells subledgers, billing and a general ledger in one system.

Its AI layer is open to outside agents too. Through MCP, assistants such as Claude or ChatGPT can query the same finance records, so teams can ask questions of ledger data without exporting files first.

Compatibilities and Integrations

Numeric connects to four named ERPs and more than 12,000 banks, and it opens its data to AI assistants through MCP.

• ERPs: NetSuite, QuickBooks Online, Xero and Sage Intacct, with journal entries posted straight back to NetSuite in batches.
• Banks: More than 12,000 banks and spend platforms through Plaid, Finicity, SFTP and native connections.
• Other systems: Payroll and CRM data feed the agentic flux explanations.
• AI access: MCP lets Claude, ChatGPT and other AI tools work with Numeric records.
• Collaboration: Slack, as reported by directories.

Numeric Tutorials

Numeric set-up runs through a scoped onboarding project that G2 users put at under a month.

1. Book a demo and choose the modules you need.
2. Agree the onboarding and migration scope before signing.
3. Connect your ERP and bank feeds.
4. Import your close checklist and assign owners and due dates.
5. Set matching rules, materiality thresholds and flux limits.
6. Run one close in parallel with your old process before switching.

How We Rated It

Numeric earns 4.0 out of 5: broad close and cash features score highly, while quote-only pricing and thin public security detail pull it down.

Summary

Numeric suits mid-sized and fast-growing finance teams that want a faster, better documented month-end close. Its strongest parts are cash matching and AI-drafted flux analysis, backed by named customer results. The main drawback is cost transparency, since every plan is quoted and no trial is offered. Teams on ERPs outside its four named integrations should check compatibility first. Ask for a written onboarding scope and its security reports before signing.