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Payment operations organizations must execute payments across thousands of different websites — each with their own UI, login flows, and payment steps.

Problem

The Challenge

Many payment operations organizations support payment execution across a massive variety of payment destinations — effectively thousands of different websites and portals, each with their own UI, login flows, and payment steps.

That creates a brutal operational reality:

Payments must be executed manually, one-by-one

Specialists work queues based on customer, region, and payment type

Requests vary by amount, vendor site, and payment method (including virtual cards)

Every payment requires repetitive navigation through inconsistent web experiences

As volume grows, the only way to scale is hiring more people.

Solution

The Solution

A single multiplexed workflow that executes payments end-to-end

  1. 1

    Ingest payment requests from the existing queue

    The workflow starts where teams already operate: payment requests arrive in a queue system and are routed to specialists today. XY plugs in at that same point — no rip-and-replace required.

  2. 2

    Spawn the correct browser workflow to execute payment

    For each request, XY launches the corresponding payment execution path in the destination website. Because each site is different, the system supports many site-specific workflows while operating as a single unified operational workflow.

  3. 3

    Confirm completion and write back to the originating system

    Once the payment is successfully completed, the workflow returns to the system of record and updates the request to reflect payment executed, completion status, and any key confirmation details.

  4. 4

    Human-in-the-loop monitoring + exception handling

    In the early phases, operations teams can monitor execution in real time, step in for exceptions, and resolve edge cases — while automation increases over time.

Outcome

Why It Matters

Payments are processed in minutes, with thousands of transactions automated at a +75% success rate. This unlocks scalable growth: organizations can increase throughput without linear headcount increases, specialists shift from repetitive execution to higher-value customer service work, and payment operations become faster, more consistent, and easier to manage.

~$1M

of payments posted annually

Handled in parallel

Dollar value moving through the workflow

1,000s

of wasted clicks saved daily

Handled in parallel

Volume worked across parallel queues

>98%

automation rate

AutomatedManual

Each dot is 1% of the work

Ready to automate this workflow?

See how XY.AI can transform your medical billing & rcm operations with a personalized demo.

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