There’s a point in the workflow where things begin to slow down and stack up. In LTC pharmacy, that point is often order entry. The moment a technician opens an eRx message, reads through the details, and manually keys everything into the system.
One prescription at a time.
Multiply across daily LTC prescription volume, it becomes clear this is the point where operations quietly break down.
Order entry sits at the front of the workflow, but its problems ripple through everything downstream. A missed field here, an incorrect selection there. Nothing catastrophic on its own, but the rework accumulates. Billing gets delayed, fulfillment slows. And because this is LTC rather than retail, the stakes are higher. Real LTC residents are waiting for their medications.
To add to the LTC bottleneck, LTC order entry roles are among the highest to staff.
High turnover, repetitive work, and a tightening labor market makes it impossible to hire your way out of the problem. Pharmacy leaders end up spending critical time and money recruiting, onboarding, and backfilling; a cycle that drains resources without actually solving the underlying problem.
This is exactly where AI-driven order entry is changing the equation.
Automated prescription processing isn't a new concept. The way it’s implemented makes all the difference.
Some tools take the shortcut such as:
screen scraper
auto-clickers
These shortcuts are fragile.
Move a button? The script breaks.
Change a workflow? Someone has to rewrite the automation.
In a clinical environment, fragility isn’t an inconvenience—it’s a risk.
Native AI Order Entry
This is where AI-driven order entry systems like FrameworkLTC+ take a fundamentally different approach
Because the AI is embedded directly into the platform, it:
Operates inside existing workflows
Honors business rules and configurations
Requires no screen scraping
Avoids brittle scripts
Rolls out with direct SoftWriters guidance
This means pharmacies aren’t left to figure out implementation alone. The system is configured around how the pharmacy actually operates.
FrameworkLTC+:
Interprets incoming prescription data
Selects the correct drug and NDC
Populates required fields
Handles therapeutic interchange
Applies formulary preferences
Manages biosimilar substitutions
Translates structured sigs
Moves the order forward automatically
Every action is logged with full field‑level audit history, which is essential as state and federal AI regulations evolve.
Auditability is the foundation, not just a feature.
“AI allows us to automate the clerical work that takes us away from real patient care," said alpha partner, Tara Nasso, CPhT, Business & Finance Director at LI Script Pharmacy.
For pharmacies watching reimbursement pressure tighten each year, that shift carries real financial weight. When automation supports the repetitive volume, pharmacies can improve margins per prescription by processing more with the team they already have, creating operating leverage that shows up meaningfully in EBITDA.
At the team level, it also changes how time is spent. With order entry supported by the system, pharmacists and technicians can redirect their attention to verification, facility communication, and clinical questions—the work that truly requires their license and judgment.
As Michael Shamalov, R.Ph., CEO and Founder of LI Script Pharmacy, put it: "Instead of spending time on manual tasks, pharmacists can focus more on helping nurses and answering clinical questions.
Every new facility contract and every bump in prescription volume has historically created the same pressure: hire more order entry staff. That logic is getting harder to sustain.
With AI Order Entry, pharmacies can absorb higher volumes without scaling their teams at the same rate, because the automation is configurable around how the business actually runs - volume thresholds, controlled substance handling rules, the ability to turn processing on or off as operational needs shift. Growth happens on the pharmacy's terms rather than being dictated by staffing capacity.
"Automation and AI are what allow us to process massive volumes of prescriptions accurately and safely," said Shamalov. "So far the AI processing has been absolutely amazing."
Order entry will always be part of LTC pharmacy operations. But how it gets done is changing.
The pharmacies that get ahead of this shift will be better positioned to improve accuracy, deliver better resident care, and scale without being limited by staffing constraints.
FrameworkLTC+, AI-Powered Order Entry, was built specifically for the LTC environment. It is native to the platform, audit-ready, and designed to support the way LTC pharmacies actually work rather than layering on another system to manage on top of the one they already have.