Numeric

AI tool profile ·

A month-end close tool for accounting teams that uses AI to reconcile accounts, parse bank statements, and draft variance explanations.

68TriVista score
Category rankTied #11 in Finance, Accounting, and FP&A AI
Baseline ELO1,459.8
At a glance
What it does

Numeric is a close-automation platform where accounting teams manage month-end close, reconciliations, and cash matching. Staff assign close tasks with preparer and reviewer roles. Its AI auto-reconciles many accounts against the general ledger, parses bank statements, and drafts flux, or variance, explanations that a reviewer then approves, and an AI assistant answers technical accounting questions using the company's own data. It connects directly to NetSuite, QuickBooks Online, Xero, and Sage Intacct, pulling live ledger data rather than requiring manual exports, and offers a Model Context Protocol connector for building custom automations on close data. Companies including Brex and Wealthfront use it.

Where it can help

This fits an accounting team running a real month-end close on one of Numeric's supported ledgers that wants to cut close time without moving off that ERP. A good starting point is the Essentials plan, roughly $30 per user per month for task tracking and review roles, to test the workflow before adding paid AI features like auto-reconciliation and bank-statement parsing, which sit in the higher, custom-priced Growth and Enterprise tiers. Treat these numbers as planning estimates and confirm current pricing directly, since the company targets organizations past very small deal sizes. The main limitation is ERP coverage: it connects to only a handful of ledgers, so confirm your system is supported before evaluating further.

Understanding this score

A research signal to help you build a shortlist.

TriVista score
68.3
Category rank
#11
Baseline ELO
1,459.8

Compare within the category

This tool is ranked in Finance, Accounting, and FP&A AI. Its score is not a global ranking across every AI tool.

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The score does not guarantee performance for your team. Validate relevance, integration, permissions, and cost against your own requirements.

How the number is calculated

The score converts the baseline ELO rating onto the TriVista scale. The headline badge rounds to a whole number. Scores are not silently clipped or capped.

TriVista Score = 50 + (ELO − 1350) / 6

Before you choose
  • Customer feedback is not yet strong enough to change the starting rating.
  • The tool has a middle-of-the-scale starting rating. A tied order does not show a measured difference.
  • Check the current price before you decide.
  • We recorded rollout time, how it runs, and when it does not fit.
How company details affect the score

The model adjusts the starting rating using the company details you select. Use these estimates to prioritize your review, then test the tool against your own requirements.

Read the full methodology →
Cost guide

What it can cost

These estimates cover licensing, setup, integrations, staff time, security, administration, and support.

Cost estimates by scenario Unit used in these estimates: production workspace.
Cost measureLowBaseHigh
First-year total$72.1K$113.6K$183K
Three-year total$155.2K$234.4K$362.7K
First-year cost per unit$72.1K$113.6K$183K
Average annual cost per unit (over three years)$51.7K$78.1K$120.9K
Cost breakdown by scenario
Included cost components
ComponentLowBaseHigh
Licensing and usage$22.5K$30K$40.5K
Implementation$12K$20K$34K
Integration$13.2K$24K$43.2K
Staff time and change management$7.7K$11K$15.4K
Security$6.3K$9K$13.5K
Administration$4.9K$6.5K$8.8K
Support$2.1K$2.8K$3.8K

Estimate assumptions: Based on 1 production workspace. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.

Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.

Get started

What you need first

What you need firstSet up the basics

Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.

How to startSet clear limits

Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot

Before you scaleSet safe working rules

Review security and exit requirements →

Recommended next action

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

Decision ownerBusiness and technology owner
STARTSet a goal and owner

Define what success looks like for a test of Numeric and assign someone to lead it.

FIRST MONTHTest one workflow

Once the requirements above are met, compare a small trial with how your team works today.

MONTH TWOReview actual use

Track adoption, output quality, business results, and actual costs against the estimate.

MONTH THREEDecide what comes next

Use the results to decide whether to stop, adjust, or expand the pilot.

Risk profile

Required controls

Security and safe use

Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.

Exit and rollback

Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.

Recommended next step

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

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Research support

How to learn more about this tool

Where to check the product, price, security, and support.

Official product information numeric.io Read official information →
Score history

How the rating has changed

Recorded score and category rank across research updates.

  • Current catalog refresh
    TriVista Score 68.3/100
    Category rank #11

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