Model Update

$13M of potential tax savings identified by Arrive's beta tax advisory model.

AutomationPowered by Arrive

Accounting FirmOperating System Update

0%Updating…
Arrive 2026
100M+
AI Tokens Used
15K+
Clients
5
AI Models
197K
Completed Tasks
54
Software Consolidated
The Path to Autonomy

You cannot automate a fragmented firm

Most firms run on dozens of disconnected point solutions, and each one holds only a fragment of the work. Automation cannot cross those seams. Real autonomy starts by defragmenting, consolidating onto a single platform with one partner that owns the entire workflow instead of a shelf of tools that each own a sliver of it.

Your software choice today impacts well beyond tomorrow.

The Console

See some of what we defragment

arrive · autonomous console
Open Tasks
19
Past Due Tasks
2
Assignee
John Doe

Every task, tracked and moving.

  • Work routes itself across your firm, from intake to delivery.
  • Assignments, deadlines, and status update themselves as work moves.
  • Nothing sits in an inbox waiting to be noticed.
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.

Deep Agent
0M+

Arrive's deep agent gives users an in-platform agentic experience.

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 Arrive
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

From customer conversations

What people are saying

Recorded in calls and Slack channels with firms running on Arrive, and quoted with their permission. Attributed by role and region rather than by name, at their request.

Automated time tracking saves 30 minutes out of my day.
BookkeeperCentral Texas
The engagement letters send themselves.
CPA OwnerNorthern California
Every 8879 comes back signed. No chasing.
Tax PreparerGreater Boston
Ayyva drafts my emails before I ask.
AdvisorSouth Florida
Document extraction just works.
Staff AccountantChicagoland
One inbox for every client. Finally.
Firm PartnerPacific Northwest
The books close on their own.
BookkeeperCentral Ohio
Variance analysis in seconds, not hours.
Tax ManagerMetro Atlanta