How a growing interventional pain practice transformed referral chaos into automated patient flow
90%
Reduction in referral triage time
~0
Missed follow-ups per week
90%
Reduction in manual data entry
<3%
Patient lost-to-competitor rate

Industry
Healthcare / Pain Management
Organization
Interventional pain practice, 3 locations, 40+ new referrals/week
Challenge
Manual referral tracking, scheduling bottlenecks, staff overwhelm
Solution
Unified Command Center + AI Automation Agents
Timeline
6 weeks to go-live
The Challenge
A rapidly growing interventional pain management practice in the Midwest was drowning in referrals — and losing patients because of it. With multiple locations, a growing physician roster, and hundreds of referrals flowing in each month via fax, email, and phone, the case management team faced a daily scramble.
Referrals scattered across channels
Faxes, emails, phone calls, and portal submissions all landing in different places, with no unified view
Manual triage eating up hours
Case managers spending 3-4 hours daily just organizing and prioritizing referrals before any actual patient outreach
Patients falling through the cracks
No-shows going untracked, follow-ups missed, and referrals sitting untouched for days
Insurance verification bottlenecks
Staff manually checking coverage before scheduling, adding friction to every new patient
Physician time wasted on admin
Doctors reviewing low-priority cases while urgent referrals sat in the queue
The Solution
The practice partnered with Attri to build a unified referral command center powered by AI automation agents — purpose-built to eliminate the manual work crushing their case management team.
Unified Dashboard
Single view of every referral — from intake to case closure — accessible to case managers, physicians, and administrators
Automated Referral Intake
AI monitors incoming emails/faxes, extracts patient data, and creates structured referral records automatically
Referral Preparation Agent
The Referral Preparation Agent extracts patient details, auto-categorizes by type and urgency, assigns to the right physician, and generates a summary with recommended next actions
Scheduling & Follow-Ups Agent
The Scheduling Agent sends appointment reminders, monitors cases for unscheduled or missed appointments, suggests available slots, and escalates persistent no-shows
Intelligent Flagging Engine
Automated alerts for upcoming appointments, no-shows, overdue actions — ensuring nothing slips through
Referral Preparation Agent
You
Show me today's referral queue sorted by urgency
Referral Preparation Agent
12 new referrals pre-triaged: 2 urgent (orthopedic post-surgical, needs appointment within 48hrs), 3 priority (insurance verification pending), 7 routine. Yesterday's 2 no-shows have been auto-followed up via text with rescheduling links sent.
Ask a follow-up question...
The Results
| Metric | Before | Now |
|---|---|---|
| Time to triage incoming referrals | 3-4 hours/day | 30 minutes/day |
| Referral-to-first-appointment | 5-7 days | Same day or next day |
| Missed follow-ups per week | 15-20 | Near zero |
| Staff hours on manual data entry | 20+ hours/week | 2 hours/week |
| Patient "lost to competitor" rate | ~12% | <3% |
Case managers shifted from data entry to patient care — More time spent on complex cases, less on copying information between systems
Physicians see prioritized, ready-to-review cases — No more wading through low-urgency referrals
Leadership gained real-time visibility — Dashboard shows referral volume, conversion rates, and bottlenecks at a glance
Scalability unlocked — Adding new providers no longer means hiring more admin staff
Why It Worked
Built for their workflow, not a generic template
Every practice operates differently. This system was configured around how this practice actually processes referrals — not how a software vendor thinks they should.
AI handles the repetitive, humans handle the complex
The agents don't replace case managers — they eliminate the tedious work so humans can focus on patient relationships and edge cases.
Single source of truth
No more "which spreadsheet has the latest?" The command center is the one place everyone looks, updated in real-time.
Designed to scale
Adding a new location or provider doesn't require hiring more admin staff. The system absorbs the volume.
Ready to See It in Action?
We help pain clinics and specialty practices turn referral chaos into automated patient flow.
Ready to automate
Get in touch
See how Attri can automate your document workflows in minutes.