Operations & Revenue
AI for Revenue Cycle & Finance Leaders
For Revenue cycle, billing, and finance leaders in healthcare.
If you own the revenue cycle, you know exactly where the money leaks — denials, missed authorisations, coding gaps, and labour-intensive manual work — and you know how hard it is to fix at scale when your team is already at capacity and payer rules keep changing. Incremental staffing can't keep up, and generic automation rarely understands the nuances of healthcare billing. Speed AI Labs is an AI product engineering company expert in healthcare. We build RCM automation that attacks leakage at every stage of the cycle, integrated with your EHR, practice management, and payer systems, so you recover revenue that would otherwise be written off, accelerate cash flow, and free your team from the repetitive work — while keeping experienced humans on the complex, high-value exceptions where judgement matters. The result is a revenue cycle that captures more of what you earn, with less manual effort and clearer visibility into where the leaks are.
The challenges you face
- Claim denials eroding revenue and demanding costly, repetitive rework
- Manual prior authorisation delaying care and causing avoidable denials
- Coding errors and missed specificity quietly reducing reimbursement
- Labour-intensive billing work straining your team's capacity
- Limited visibility into where revenue is actually leaking and why
- Constantly changing payer rules that manual processes struggle to keep up with
How we help
Denial prevention & management
Predictive models flag at-risk claims before submission, and automation categorises denials and drafts appeals, so you prevent avoidable denials and recover more of those that occur, faster.
Prior authorization automation
Automated determination of when authorisation is needed, evidence assembly from the EHR, and submission — cutting delays and the missed authorisations that turn into denials.
AI-assisted coding
Computer-assisted coding suggests accurate ICD-10 and procedure codes and flags documentation gaps, with coder review keeping accuracy and compliance high.
Revenue analytics
Dashboards that surface where leakage actually happens across the cycle, so you can target the highest-value fixes instead of guessing.
Payer-rule automation
Workflows that keep pace with changing payer requirements, so routine work adapts without constant manual reconfiguration by your team.
What you gain
- Fewer denials and faster, higher revenue recovery
- Accelerated cash flow and reduced days in accounts receivable
- More accurate coding and fuller reimbursement capture
- Staff focused on complex exceptions, not repetitive tasks
- Clear visibility into where revenue is leaking and why
Frequently asked questions
How does AI reduce claim denials?
By verifying eligibility and authorisation upfront, improving coding accuracy, scrubbing claims thoroughly, and predicting at-risk claims before submission so they can be corrected — then accelerating appeals on the denials that still occur.
Will this integrate with our EHR and payers?
Yes. We integrate RCM automation with your EHR, practice management system, and payer connections (including electronic prior authorisation where supported) so data flows end to end without manual re-entry.
Does automation replace our billing team?
No — it handles the high-volume routine work and surfaces complex exceptions for your team, combining automation's scale with human judgement where it matters most. Your experts spend their time where it has the most financial impact.
How do you keep up with changing payer rules?
We build workflows and rule libraries designed to be updated as payer requirements change, so routine processing adapts without constant manual reconfiguration, reducing the denials that stem from out-of-date rules.
Want to plug revenue leakage and speed up cash flow? We build RCM automation that pays for itself. Book a discovery call.