Protecting Every Scheduled GI Procedure

The Opportunity: Turn Scheduled Volume into Completed Procedures

A colonoscopy or advanced endoscopy appointment remains operationally at risk until the patient completes every required step. Patients must obtain the preparation, follow diet restrictions, alter selected medications only as directed by the clinical team, arrange transportation, observe fasting windows, and take the preparation at the correct time.

The updated U.S. Multi-Society Task Force recommendations emphasize split-dose regimens, patient-centered selection of bowel-preparation regimens, and systematic monitoring of adequacy rates, with an endoscopy-unit target of at least 90% adequate preparation.[9] The challenge is that traditional written instructions and broad reminder calls provide limited visibility into whether each patient is actually progressing through the required steps.

Why generic reminders are not enough

The evidence is nuanced. One large, randomized trial found that a series of automated texts did not improve attendance or preparation quality when layered onto an existing workflow that already included written instructions and a nurse call.[1] This finding argues against treating all messaging solutions as equivalent. Digital outreach is most useful when it is timed to specific actions, reinforces understanding, supports patient questions, and produces actionable escalation—not when it merely repeats an appointment date.

What the Medical Literature Shows Since 2021

AI voice versus SMS

Published GI-preparation evidence remains substantially deeper for SMS, mobile messaging, telephone reinforcement, and multichannel reminders than for conversational AI voice. Voice may help selected patients; however, calls can be screened as spam, arrive at inconvenient times, or require a patient to remain available for a synchronous interaction.

Florence uses the patient’s existing text inbox, permits asynchronous replies, preserves a written record of instructions, and requires no app, portal, password, or smartphone. The strategic advantage is not the channel alone: it is the combination of low-friction access, two-way engagement, procedure-specific logic, and timely escalation.

The Florence GI Procedure Preparation Model

Florence supports colonoscopy, EGD, capsule endoscopy, EGD Bravo, ERCP, and upper EUS through a single protocol engine. Engagement can begin two to three weeks before the procedure to identify medication, transportation, pharmacy, language, and social barriers, then intensify during the final week and final 24 hours.

A care-team multiplier—not a replacement for clinical judgment

The Gastroenterologists and Endoscopy unit retains control of all clinical content, medication instructions, escalation thresholds, and routing. Florence operationalizes the practice’s approved workflow and directs staff attention toward the patients most likely to lose a procedure. The goal is to reduce repetitive outbound work while giving schedulers and nurses earlier, more actionable visibility.

What patients say about Florence’s GI prep support

Why Your GI Group and Endoscopy Unit Should Pilot Florence

The proposal is designed for speed and low implementation burden. A pilot can begin with one endoscopy center, one procedure type, or a defined physician cohort. Scheduled-patient data can be supplied through a routine file or agreed integration; your approved instructions are configured into the protocol; and Florence operates alongside the existing scheduling and clinical workflow.

The economic logic is straightforward. At 5,000 annual colonoscopies, a one-percentage-point improvement protects approximately 50 procedures and potentially $100,000 in revenue. Additional value may come from fewer repeat examinations, earlier cancellation notice, improved room utilization, reduced staff calling, and better patient experience. The pilot should use the endoscopy unit and gastroenterologists own contribution-margin and staffing assumptions to calculate a credible local ROI.

The larger strategic value is reproducibility. A successful pilot can generate a standardized implementation playbook, outcome definitions, and economic model suitable for evaluation by other practices and ambulatory endoscopy centers.

Recommended Rapid-Pilot Design

Conclusion

The literature supports digitally reinforced preparation, but it also shows that simple reminders alone are insufficient. High-performing programs reach patients at the right time, reinforce specific actions, identify barriers, and alert staff before the opportunity to intervene has passed. Florence brings these functions together through low-friction, two-way SMS.

Generated Health’s preliminary 46% reduction in no-shows, cancellations, and poor preparations suggests meaningful potential to improve procedure completion without adding staff. A focused pilot offers a fast, measurable way to validate that result in a high-volume community gastroenterology setting and determine whether Florence can become a scalable procedure-preparation infrastructure for you.

References