7 Critical Guidelines for Selecting an RCM Bot Vendor

The COVID-19 pandemic significantly accelerated healthcare’s adoption of revenue cycle automation, as administrative burdens increased and organizations looked to scale efficiently. The resulting early successes and bot refinement, along with a growing need to capture revenue more quickly, are prompting a bot-powered automation explosion.

To date, over 74% of hospitals have implemented some form of revenue cycle automation, encompassing robotic process automation (RPA), or bots. Nearly all U.S. healthcare providers anticipate using more sophisticated bots in RCM in some capacity within the next three years. 

This growth is driven by the need to streamline operations, reduce costs, and improve accuracy in an industry facing increasing financial pressures and regulatory complexities. Bots are also moving beyond basic automation to more complex and intelligent tasks, driving improvements in efficiency, accuracy, and patient experience. 

Reckoning with Missed Opportunities

The recent focus on accelerating the use of bots in RCM has been spurred by a clear awareness of missed and delayed claims revenue, along with huge costs for manual labor with minimal return:

• The initial denial rate on claims has increased to nearly 12%.
• Hospitals are spending $10 billion annually just dealing with insurer prior authorizations.
• Claims adjudication alone costs hospitals close to $26 billion.

What You Should Expect From Your RCM Bot Vendor

Under these pressures, healthcare organizations are embracing bots in all facets of RCM. We encourage them to require these seven vendor expectations based on experience from our own data:

1. Automated Revenue Recovery. A common gap in the industry is the absence of fee schedules—or incomplete ones—which some bots can rebuild using historical reimbursement data. Once fee schedules have been built, bots can then identify underpayments and lost revenue. One of our providers recovered over $600,000 in just six months—with no manual effort required. This proactive approach helps reduce missed payments and keeps your AR clean without burdening your staff.
2. Increased Revenue. Clearly, a top priority of revenue cycle automation is improved financial performance. Bots can monitor deductibles, verify insurance, and speed up payer credentialing—accelerating payment postings and denial appeals. As a result, we’ve seen providers experience a 34% increase in claim revenue and reduced write-offs.
3. Clear ROI Before You Sign. Don’t commit to automation without understanding the value it will return. A credible vendor should analyze your processes and deliver clear expectations around financial impact before a contract is ever signed. At Innovative, we scope every opportunity upfront—mapping time savings, cost reduction, and expected revenue lift—so clients know what they’re getting and why it matters.
4. No Costly, Time-Consuming Integration. Avoid vendors who expect you to adapt your existing EMR and billing systems to their RCM software. Instead, choose companies whose bots are configured to adapt to your systems. This removes the need for costly and time-consuming IT integration or infrastructure changes. Select a vendor that can go live in less than 30 days, with realized ROI within 60 days.
5. Pay-to-Play Efficiency. Why mess with a one-size-fits-all RCM solution? Every RCM environment is unique, with different issues, strengths, and weaknesses. Don’t settle for bots that can’t be 100% customized to your workflows. They should be right for you and your unique financial ecosystem. 
6. Dialed Exclusively into Healthcare. General technology companies can’t know the ins and outs of healthcare revenue cycle management the way a healthcare-only technology company can.  Make sure your vendor’s bot development is 100% healthcare-focused.
7. Continuous Adaptation to Payer Rules. The most robust bots are designed with dynamic capabilities to adapt to evolving payer logic and filing rules. By monitoring payer portals and intelligently timing claim actions, providers can reduce denials and improve reimbursement performance.

A Triple Win

By implementing next-gen bots in RCM, healthcare organizations can achieve a triple win: more accurate claims adjudication and regulatory compliance; faster payback; and reduced administrative costs. This frees staff from repetitive manual labor while resolving patient financial issues more quickly.

Thankfully, bot-based RCM automation offers critical wins at a time when healthcare organizations are facing increased financial pressures. You don’t have to go it alone. Innovative can conduct an RCM assessment that makes sure your hospital is automation-ready before rushing into solutions you may regret later.