Mash AI
Finance Agent−20%

AR Agent

Chases what's owed without souring the relationship.

Chases what's owed without souring the relationship. Watches the aging ledger, times reminders to each customer's payment habits, and flags the early-settlement discounts actually worth taking. Every action scored, logged, and reversible.

AR Agent−20%
In
  • System records
  • Policy & rules
  • Third-party feeds
agent
Out
  • Structured records
  • Scored recommendations
  • Posted transactions
Teams carrying a large receivables book100% audit
0%
Headline result
0%
Invoice handling by hand
0 wks
Typical time to live
The problem

Why this work breaks at scale.

Done by hand, it's slow, error-prone at volume, and gets pricier with every head you add. The bottleneck is the swivel-chair between systems, not effort.

With AR Agent: cash collected days sooner.
Capabilities

What the AR Agent does for your team.

01

Explains every decision

Each output ships with its reasoning and the source it drew from, so a reviewer can confirm rather than re-derive.

02

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

03

Escalates cleanly

Knows the edge of its competence and hands off without losing a single line of context.

04

Human-in-the-loop by design

Routine cases run end-to-end; anything above your confidence or value threshold is routed to a person with the full context attached.

How it works

Record, report, and assure, from one ledger view.

01

Intake

Captures the request and assembles everything needed to act on it.

02

Reason

Runs the deterministic checks first, then applies judgment where it helps.

03

Execute

Completes the task across the connected systems in one pass.

04

Report

Returns the result, the rationale, and the trail in one place.

Inputs
  • System records
  • Policy & rules
  • Third-party feeds
  • Email & chat
Outputs
  • Structured records
  • Scored recommendations
  • Posted transactions
  • Exception flags
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The AR Agent connects to your existing finance tooling and writes back to your system of record.

SAP S/4HANAOracle FusionWorkdayNetSuiteDynamics 365ConcurBlackLineBloomberg
In production

Deployed for Teams carrying a large receivables bookcash collected days sooner.

See a case study
Questions

The practical details.

It integrates with the finance systems you already run, SAP S/4HANA, Oracle Fusion, Workday and more, with no rip-and-replace.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.