What can you do with Geb AI?
Concrete examples by profession. Pick the tab closest to your work and see ten ways Geb fits into your day.
Geb AI as a clinical co-pilot. Faster screening, sharper counseling, fewer errors.
Complex polypharmacy interaction screening
A new patient arrives with 15 medications from multiple specialists. The pharmacy's standard software flags low-level interactions, but you suspect more nuanced, clinically significant issues.
Paste the full medication list with key conditions: "Analyze this profile for a 72-year-old male with moderate renal impairment, CYP2D6 poor metabolizer, history of QTc prolongation. Prioritize by clinical significance."
- Ranks interactions as Major / Moderate / Minor with confidence
- Explains the mechanism for each — e.g. "Drug A is a CYP3A4 inhibitor, raising serum concentration of Drug B"
- Spots cumulative risks pair-wise checkers miss (three drugs all increasing QTc)
- Suggests monitoring parameters ("recheck INR in 3-5 days", "baseline ECG")
Cuts manual research time. Provides mechanism-based insight that standard software lacks. Documentation for your decision-making.
The patient avoids a potentially life-threatening adverse event from cumulative effects.
Patient counseling across language barriers
A French-speaking patient needs counseling on a new insulin pen or inhaler. A translated leaflet alone won't get the technique right.
Upload the English PIL: "Create a step-by-step counseling guide for using this Ozempic pen in French at a 6th-grade reading level. Include teach-back questions."
- Re-structures dense paragraphs into numbered actions
- Generates teach-back questions in French ("Montrez-moi comment vous choisissez la dose")
- Produces a Warning Signs list in French with what to do
- Keeps a 6th-grade reading level so the patient can follow along
Effective counseling despite the language barrier. Meets ethical and legal patient-education obligations.
The patient leaves confident and competent. Adherence climbs and improper-use hospitalizations drop.
Drafting prior authorization (PA) justifications
An insurer denies a non-formulary medication. You're staring down 30-60 minutes of writing a clinical justification.
"Draft a PA appeal letter for a patient denied Xeljanz for RA. Patient already failed methotrexate and Humira. Cite the latest ACR guidelines."
- Writes a professionally-formatted appeal letter
- Weaves in citations from the specified clinical guidelines
- Anticipates common denial reasons and addresses them
- Structures the argument so the insurer reviewer can approve it quickly
Hour of work down to five minutes of edit. Higher appeal success rate from stronger evidence-based arguments.
The patient gets the medication days or weeks sooner, preventing disease progression.
Adverse drug reaction (ADR) differential diagnosis
A patient calls: "Since starting this BP pill, I have a dry cough and swollen ankles." You need to know if it's the drug.
"Patient started Lisinopril 10mg two weeks ago. New dry cough and bilateral ankle edema. Likelihood these are ADRs? Mechanism? Alternatives?"
- Dry cough: Highly likely (up to 15%), bradykinin accumulation, ACE-inhibitor class effect
- Ankle edema: less common for ACEi, but very common with calcium channel blockers — is the patient on amlodipine?
- Ranked alternatives — ARBs like Losartan, with mechanism explanation
Instant evidence-based differential. Time saved, recommendation sharper.
Side effects identified and managed correctly. Patient stays on effective therapy.
Compounding formula verification + calculation
A physician orders a custom "Magic Mouthwash" with 5 ingredients including a powder needing conversion. Accuracy is non-negotiable.
"Verify: 1g lidocaine powder dissolved in 240mL final volume. Final concentration X. Check incompatibilities between Lidocaine, Maalox, Diphenhydramine elixir."
- Verifies the math step-by-step
- Cross-references USP compounding standards for stability + compatibility
- Flags issues — "Maalox pH may precipitate diphenhydramine; add suspending agent, label shake-well, refrigerate, discard at 14 days"
Instant double-check on calculations + advanced stability info that's not always at hand.
The patient receives a safe, stable, effective compound — no therapeutic failures from formulation errors.
New drug monograph synthesis
A new first-in-class diabetes drug just got approved. You need to be ready before the first prescription walks in.
"Create a clinical summary monograph for Rybelsus. Compare mechanism, efficacy, side effect profile to Ozempic and Trulicity."
- Side-by-side comparison table — dosing, A1c reduction, weight loss, side effects
- Place-in-therapy summary ("first oral GLP-1, alternative for needle phobia")
- Key counseling points and contraindications
Hours of literature review compressed to a 5-minute read.
First patient gets high-quality counseling from day one.
Therapeutic alternative identification (shortages / cost)
Generic Adderall XR is on backorder, or insurance suddenly drops a patient's medication.
"Generic Adderall XR 20mg on backorder. Provide therapeutically appropriate stimulant and non-stimulant alternatives for adult ADHD, with dosing + side-effect notes."
- Same-class alternatives (Vyvanse, Mydayis, Focalin XR)
- Different-class stimulants (Concerta)
- Non-stimulants (Strattera, Bupropion XL, Qelbree)
- Differentiators per option ("Vyvanse: lower abuse potential, higher cost")
Full spectrum of options to discuss with the prescriber, fast.
Patient avoids therapy disruption and stays in continuity of care.
Personalized medication adherence plan
An elderly patient on multiple medications consistently forgets evening doses.
"Create an adherence plan for an 80-year-old who forgets evening Simvastatin and Metformin. Lives alone, daughter visits weekly, has a simple smartphone."
- Simplify the regimen ("can Simvastatin shift to morning? Consult MD")
- Low-tech solution (7-day pill organizer, daughter fills weekly)
- High-tech solution (Medisafe app, daily phone alarm setup)
- Behavioral cue ("habit-stack: take it right after brushing teeth")
Structured, creative options beyond "don't forget." Empowers actionable advice.
Adherence rises. Cholesterol and glucose control improve. Long-term cardiovascular risk drops.
Interpreting lab results for dose adjustment
Latest labs show declining renal function. Several drugs in the patient's regimen clear renally.
"eGFR dropped from 65 to 25 mL/min. Patient on Metformin 1000mg BID and Gabapentin 600mg TID. Dose adjustments per current guidelines?"
- Metformin: contraindicated below 30 mL/min (lactic acidosis risk). Discontinue, flag prescriber.
- Gabapentin: max 200-700mg ONCE daily at this eGFR. Current 1800mg/day risks toxicity. Reduce dose.
- Citations: FDA prescribing info, KDIGO guidelines
Proactive, evidence-based recommendation to the physician. Cements the pharmacist's role on the care team.
Patient is protected from toxicity caused by drug accumulation in worsening renal function.
Developing a tapering schedule
A patient on high-dose paroxetine for years wants off. Stopping abruptly can cause severe discontinuation syndrome.
"Generate a conservative tapering schedule for Paroxetine 40mg taken 5 years. Minimize discontinuation syndrome. Counseling points on what to expect."
- Calendar: weeks 1-4 → 30mg, 5-8 → 20mg, 9-12 → 10mg, week 13 stop. Adjust to tolerance.
- Counseling points: dizziness, nausea, "brain zaps" — not relapse, body adjusting
- Management tips: slower if symptoms severe, stay in close contact with MD
Safe, evidence-based plan. Pharmacist owns the process without recalculating from scratch.
Patient discontinues with minimal discomfort. Sense of control over their health, no distressing withdrawal.
Ready to try one of these in your own workflow?
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