Enterprise

The Real Reason Your RPA Center of Excellence Has a Six-Month Backlog

Sophia Martinez||7 min
F12

Your automation team has a queue of half-finished projects and a to-do list that keeps growing. A new ERP release, a changed portal, or a slightly different supplier form breaks a bot. The team pauses development to rebuild it, adding weeks to a schedule that already ran over. The backlog gets longer, and high-value work never starts. This is not a capacity problem. It is a design problem.

Why RPA breaks here

Traditional RPA (UiPath, Automation Anywhere, Blue Prism, Power Automate) automates by binding to selectors, xpaths, and object IDs. When the app or UI changes, the bot breaks and a developer has to rebuild it. That is the maintenance treadmill. Industry research shows a typical RPA project spends 60 to 80 percent of its life in maintenance, not new development. When a new release or a minor design tweak hits the screen, the bot halts. A developer must analyze the new UI, locate the new selectors, and rewrite the logic. Each change adds weeks to the timeline. If the process involves multiple applications, a single update can cascade into weeks of rework across dozens of bots. The backlog grows because the foundation does not scale.

What changes with computer use agents

  • survives UI changes
  • no brittle selectors
  • recovers from exceptions
  • follows the SOP as written
  • works on legacy and Citrix

The #1 computer use agent on public benchmarks, 85.6% on OSWorld from our in-house model, plus 82.81% independently verified on the official leaderboard at osworld-v1.xlang.ai, controls real desktops, browsers, and terminals, not just API calls.

A different design for automation

Computer use agents SEE the screen and act like a human: move the mouse, click, type, read the result. They do not rely on brittle selectors. When the UI changes, the agent sees the new layout and adapts automatically. It does not halt on exceptions. If an error appears, it reads the message, decides how to respond, and continues. Because these agents follow a standard operating procedure written in plain English, they can execute processes that were never automated before. They work across any application, including legacy systems, Citrix virtual desktops, and browser-based portals where traditional RPA struggles. This design shifts the focus from maintaining fragile bots to maintaining clear, human-readable procedures.

How to move without the risk

You do not have to rip out your existing RPA overnight. Start with one high-pain process that is stuck in the backlog. Choose a process with frequent UI changes, many exceptions, or a clear, documented SOP. Run a pilot using a computer use agent to automate that single process. Measure the time saved, the reduction in maintenance hours, and the number of exceptions handled automatically. If the pilot shows a clear win, expand to similar processes. Over time, you can replace the bots that are most costly to maintain while keeping RPA for high-volume, stable, backend tasks. This phased approach avoids disruption and lets you build confidence in the new approach.

The path forward

The backlog is not a permanent state. It is a signal that the automation foundation is outdated. Computer use agents offer a durable way forward that does not depend on brittle selectors or endless rework. If you are ready to reduce maintenance time and clear the backlog, book a demo with the Coasty team at https://cal.com/coasty/15min.

Want to see this in action?

View Case Studies
Try Coasty Free