ORCA · AI Collections Agent
An AI collections agent that works every receivable.
Most collections tools tell you what is overdue and then wait for a person to act. The list gets longer than the team, and the accounts nobody reaches quietly age.
ORCA is an AI collections agent that works each overdue account itself — following up, reading the response, tracking the promise and carrying on until the account resolves or a person is needed.
Definition
What is an AI collections agent?
An AI collections agent is software that autonomously works overdue accounts — following up, handling responses, tracking promises and escalating exceptions — rather than only flagging what is late. ORCA is an AI collections agent for accounts receivable.
The distinction is who does the work. A dashboard shows you the queue; an agent works the queue. ORCA reads the state of each account, takes the next action, and decides what to do based on how the customer responds.
The shift
A reminder is not an agent.
A payment reminder fires on a schedule and then stops. It does not read the reply, notice a broken promise or decide what should happen next.
Sending more reminders does not close more accounts. The work that recovers cash sits after the first message — the query that needs an answer, the promise that needs chasing, the dispute that needs routing. A reminder leaves all of that for a person.
An agent picks the work up. ORCA treats the first message as the start of the conversation, not the end of its job, and keeps acting on each account until it resolves.
How it works
What the agent does after the first message.
ORCA holds the state of every receivable and acts on it after each interaction, so a follow-up leads somewhere instead of ending in an unread inbox.
Reads the reply
Interprets a question, a dispute or a promise to pay and decides the next step, instead of parking the response for someone to triage.
Answers the routine question
Handles the common back-and-forth — a copy of the invoice, a due date, a reference — so it does not become a ticket for the team.
Tracks the promise
Records every commitment to pay and watches it against its date, so nothing is left to chance or to memory.
Follows the broken promise
When an expected payment does not arrive, ORCA updates the account state and moves to the next action on its own, without waiting to be told.
Keeps the sequence going
Sustains consistent, well-timed follow-up across every account due, not only the ones a person had time to reach this week.
Flags the exception
Surfaces the cases outside its remit — sensitive customers, unusual disputes — and hands them to your team with the full history.
Human-in-the-loop
When it hands off to a human.
An agent should know the edge of its own judgment. ORCA works the volume of routine follow-up and escalates the accounts that need a person — with the full history attached, not a blank ticket.
- Sensitive customers and relationships you flag
- Disputes and exceptions outside its policy
- Handoffs carry the full account context
The agent acts inside the boundaries your finance team sets, and every action is visible and reversible.
Compare
AI collections agent vs payment reminder software.
Payment reminder software sends scheduled messages and measures how many went out. An AI collections agent measures whether the account moved: it reads each response, decides the next action and keeps working until the receivable resolves. ORCA can run on top of the reminders you already send — it is the agent that carries the conversation forward once a reminder lands. See how it fits the wider workflow in accounts receivable automation, or how consistent coverage helps you reduce DSO.
Integrations
Fits your existing tools.
ORCA connects to the systems you already run, so the agent works your receivables without replacing your system of record. Your ERP and accounting platform stay the source of truth.
- ERP and accounting systems
- CRM and customer records
- Email, messaging and payment tools
Ready when you are
Put an AI collections agent on your book.
Bring an aging report and your systems of record. We will show you how ORCA works each overdue account — following up, reading replies and following through until it resolves.