Complex admin. Simple fixes hiding in plain sight.
Healthcare administration is complex—but the biggest time drains are often simple problems that became invisible. Workarounds nobody questioned. Manual steps that could be automated. We help you see what's been hiding.
Where we find time back for your team
Every practice is different. These are common areas where a conversation uncovers automation opportunities that deliver fast relief.
Prior Authorization Burden
Prior auth has become a full-time job that pulls physicians away from patients.
- 39 prior authorizations completed per physician per week
- 13 hours weekly spent on prior auth alone
- 40% of practices have staff working exclusively on prior auth
AI agents automate prior authorization submission, track status across payers, handle follow-ups, and flag denials for human review. RAG systems surface relevant clinical documentation to support requests.
Let's talk about thisClaims & Denial Management
Denial rates keep climbing while appeals consume staff time.
- 11.81% initial claim denial rate in 2024
- Medicare Advantage denials at 15.7%
- Denied claims increased 12-14% year-over-year
AI agents manage the claim lifecycle, predict denial risk before submission, auto-generate appeals with supporting documentation, and track resubmissions. RAG systems find relevant precedents and policy language.
Let's talk about thisCredentialing Delays
Every day a physician isn't credentialed is revenue walking out the door.
- 90-150 days average credentialing timeline
- $50,000+ revenue loss per physician during delays
- Average physician maintains credentials with 13+ organizations
AI agents track credentialing requirements across all organizations, alert on upcoming expirations, auto-populate applications, and flag missing documentation before it causes delays.
Let's talk about thisAdministrative Overload
Physicians spend more time on paperwork than with patients.
- 49% of physician day spent in EHR vs 27% with patients
- 40%+ of hospital budgets go to administration
- $83-90 billion spent annually on routine admin transactions
AI agents handle routine documentation, appointment scheduling, and patient communications. RAG systems surface relevant patient history instantly so physicians spend less time searching.
Let's talk about thisPatient Retention Crisis
Patients are leaving—and most practices don't know why until it's too late.
- 43% average 5-year patient retention rate
- Only 5-20% of new patients return for a second visit
- 23.5% average no-show rate costing $150B annually
AI agents automate appointment reminders, follow-up outreach, and re-engagement campaigns. RAG systems help staff quickly answer patient questions by searching policies and care protocols.
Let's talk about thisStaff Burnout & Turnover
Burnout is driving your best people out of healthcare entirely.
- 49.9% of healthcare workers meet burnout criteria
- 56% burnout rate among nurses specifically
- $61,110 average cost to replace one RN
AI agents take over the repetitive administrative tasks that drive burnout—prior auth, scheduling, documentation, patient callbacks. Staff focus on work that requires human judgment and empathy.
Let's talk about thisCybersecurity Vulnerability
A breach doesn't just cost money—it can close your practice permanently.
- 35-40% of breached small practices close within 2 years
- $9.8 million average healthcare data breach cost
- Attacks on independent providers rose 6x from 2021-2024
While we don't provide security services directly, AI agents can automate compliance documentation, security training tracking, and incident response protocols. RAG systems provide instant access to security policies and procedures.
Let's talk about thisResults You Can Expect
More time with patients, less time fighting paperwork, and systems that work with your existing technology.
Physician time reclaimed from admin
From kickoff to working system
No rip-and-replace required
How we work with healthcare organizations
A feedback loop, not a waterfall. Each week builds on what we learned the week before. Local deployment keeps patient data on your premises.
Discovery & compliance scoping
- Review your workflows and pain points
- Map your EHR, billing, and payer systems
- Identify the highest-impact opportunity
- → By end of week: You know what we're building and data privacy approach is confirmed
Build & secure testing
- Set up local integrations with your systems
- Build core solution with sample workflows
- Mid-week check-in: show you working software
- → By end of week: You've seen it work before we touch real patient data
Validate with your staff
- Test with real workflows
- Get feedback from staff on edge cases
- Iterate based on what your team learns
- → By end of week: Documented, tested, staff-approved
Launch & iterate
- Deploy to production with monitoring
- Final security and privacy verification
- Handover with clear documentation
- → By end of week: Working system + ongoing partnership
Healthcare FAQ
How do you handle patient data privacy?
We deploy AI models locally on your hardware—patient data never leaves your premises and doesn't require internet access. We've tested healthcare-specific models like MedGemma that run entirely on-site. This sidesteps many cloud compliance concerns entirely.
Have you done HIPAA-compliant projects before?
We haven't done formally HIPAA-certified projects yet. But our local deployment approach—where data never leaves your network—eliminates many of the risks that HIPAA addresses. Let's talk through your specific compliance requirements.
What healthcare-specific AI models have you worked with?
We've tested models like MedGemma and other healthcare-specialized LLMs that can be deployed fully on-premises. These models understand medical terminology and workflows without sending data to external servers.
Which EHR systems can you work with?
We can integrate with most EHR systems that have APIs or data export capabilities. The approach depends on your specific setup—let's talk through what you're running.
Do you work with small practices?
Absolutely. Our pricing and approach are designed for independent practices and small healthcare organizations—not just large health systems. If you're feeling the administrative squeeze, we can help.
Start with a conversation
Book a 15-minute discovery call. We'll talk through your administrative bottlenecks and find where simple solutions hide. No pitch—just someone who understands healthcare ops, listening.