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ARV set to build its Reinforcement Learning Center, expanding its team of CPAs and accountants to enhance its models and support clients.

ARVPowered by Arrive

The intelligencetop firms trust.Now working for you.

Enterprise-grade AI paired with our team of CPAs and accountants for verification.

97%
Model accuracy
$13.2M
Savings identified
1,500+
Clients on ARV
The Architecture

Accounting firms use us, 6,000 clients never knew. You can too.

This is not “do it yourself” software. Our Reinforcement Learning Center is staffed with CPAs and accountants who verify, validate, and update all client work. Instead of doing this for CPA firms, we do it directly for you.

ARV leverages our US based Reinforcement Learning Center to ensure the highest quality of work.

The Console

See how your accounting gets done.

arrive · autonomous console
Transactions automated
90%
Reconciliation
Weekly
Validation
ARV team

Financials, always current.

  • Instant categorization from the Arrive automation engine.
  • Unknown transactions request context from you, then are categorized.
  • Bank accounts and credit cards are all reconciled and validated by our team.
The Impact

What the feedback loop produced.

As client work gets reviewed by our team of CPAs and accountants, the reward model steers the system.

Model accuracy
34% → 34%

Accuracy of source-document extraction and tax preparation, with continuous training.

Advisory pilot
$0.0M

Tax savings identified across 6,200 client files by our tax-strategy agent.

ARV clients
0+

Active clients running on ARV instead of a traditional accounting firm.

The Advisory Agent

Doing what a human can’t.

We identified $13.2M in potential tax savings that went unnoticed for 6,200 clients with their traditional accounting firm.

With ARV
Screens every incentive
RLC staff verify each result
CPAs guide complex strategies
Then applied to your return
Traditional Firms
Tax laws change constantly
Dozens of incentives per client
Hours of manual research
Too costly to check speculatively
The Reinforcement Learning Center

The first Reinforcement Learning Center for Accounting.

Our new facility in Kentucky is decisive for speed to train. With our team of CPAs and accountants onsite in a physical facility, we have shortened the loop between an AI generated output and the human validation that turns it into a training signal.

Checking client output

Validating autonomous workflows

Managing edge cases

Customer support

What clients say

The work gets done. Quietly.

I called with a question and spoke with a CPA. Knowing the same experts checking my work are the ones teaching the software put me completely at ease.

MS

Matt Stein

VP of Investor Relations, Elevest Capital

They surfaced a tax credit my last accountant never once mentioned to me. That single strategy paid for the entire year of service.

DK

Drew Keith

Owner, Afourth Media

I imagine this is how it would feel if my old accounting firm only had me as a customer. My work is finished on time, no hassles.

BP

Brad Pinzur

Owner, Cajabra, LLC