FRONT OFFICE AI FOR PHARMA & BIOTECH — THE COMPARISON
Life-sciences companies are sold one of two models: engagement and hub software your medical-information, patient-services and order-desk staff operate, or AI agents you assemble and configure per channel, per brand and per country. No logos needed, because the same packaging habits dominate the market. Front Office was built on three different principles — and every answer to an HCP or a patient comes from your approved documents only.
Try it free 7 days on your own business · no credit card · per company, never per seat
REAL AI - the whole Front Office is AI, not old software with an AI button. Give it your website: it learns your company, works from your approved knowledge and gets better with every answer you approve.
Live on this site right now — the assistant in the corner is the product · Award-winning AI — CES · ISE · TMCnet

One dashboard doing the jobs the others only track.
Across most of the market, every hire raises the software bill — the price follows your headcount, not the work getting done.
Credits, "AI actions", per-conversation fees, usage tiers. On many platforms the AI arrives as a second bill on top of the seats.
Enrich, draft, score, summarize, coach — designed to make YOUR people faster. Newer autonomous agents go further, but are typically configured per channel and priced per usage.
Fourteen company jobs, three delivery models. The difference isn’t whether a capability exists somewhere — it’s what you must assemble, license and operate to get it. Descriptions reflect typical published product models, Aug 2026.
| The job | Traditional CRM model | Agent & copilot platforms | Zanus Front Office |
|---|---|---|---|
| Answer the medical-information line 24/7 | Your specialists answer, with an engagement suite and a contact-center system | Configure a voice agent, channels and usage separately | ✓ Built in — every line, every time zone, 40 languages; the approved document named and sent |
| Answer “is there a standard response on this?” | Medical affairs searches, assembles and replies in days | An agent you train and maintain per repository and channel | ✓ Grounded in your MLR-approved documents; no source, no claim; dosing and off-label transferred |
| Capture the adverse event on any channel | Depends on who picks up; the reporter is re-contacted for missing fields | Best effort; triage flows you configure | ✓ Recognized on any line, captured complete, routed to pharmacovigilance the same minute — never assessed |
| Work the patient enrollment | Case managers chase paper by phone from dashboards | Scripts and validation for staff, handoff to a person | ✓ Worked in the patient’s language: only the fields your rules need, the missing signature chased, status told everywhere |
| Book the MSL call or nurse-educator visit | Cycle plans and scheduling links your field team maintain | Agent invokes calendar actions you connect | ✓ Booked inside the conversation by territory, product and language; the person walks in briefed |
| Answer the site coordinator and the would-be participant | Recruitment and site tools sold to the sponsor; a voicemail for callers | Matching agents; the desk is not the product | ✓ Answered: document, portal, shipment status; interest captured and routed to the site; eligibility stays with the investigator |
| Answer “where is our order?” and send the price list | A portal and an order desk your staff run | Support agents configured separately | ✓ Answered on phone, chat and email; trade quotes from your price list and contract tier, one-click authorization |
| Follow up the congress badge list | A representative works a fraction of the list | An agent you build and iterate for months | ✓ Every scan worked in the scientist’s language: paper sent, questions answered, call booked |
| Run reminders under consent | Approved-email templates your staff trigger per country | AI drafts; sending policies vary | ✓ Sequences you approved, consent and country rules built in, stopped the moment a reply needs a person |
| Brief the medical-information lead | Dashboards you open and read | A to-do list for staff | ✓ A did-it-for-you list: overnight inquiries, safety intakes routed with timestamps, who needs a specialist today |
| Train the new desk hire | Shadowing for weeks | Not the product’s job | ✓ Role-play on your own intake procedure — the HCP pressing for off-label data — productive in days |
| Keep medical questions with medical people | Depends on the person answering | Best effort, disclaimers apply | ✓ Your rules: dosing, off-label, eligibility and coverage go to a person, every time |
| Call your HCPs and patients before they call you | Reminder calls made by staff when there is time; otherwise a text | Build an outbound flow, connect telephony, meter the minutes | ✓ Auto-Call: an event, a funnel or a list triggers the call; the AI announces or converses, on your rules — Hi Dr. Moore, this is Helix Therapeutics Medical Information: the updated prescribing information you requested is in your inbox. |
| The bill | Per seat, plus an engagement module per seat; grows with every hire | Per seat and/or per usage: credits, actions, conversations | ✓ One plan, chosen by outcome — your HCPs and patients are never counted or charged |
Because the comparison is about the model, not the logo. Engagement software your staff operate plus metered AI is the norm across life sciences; naming brands adds nothing. If you are evaluating a specific platform, ask the chat — it compares us to any vendor you name, point by point, from their published pages.
Every description of other models comes from typical published product pages, read August 2026, and describes what a company must assemble, license and operate to get the desk job done. Where a vendor differs, the chat will show you.
No. Your pharmacovigilance system, hub platform, order management and CRM stay the systems of record; the Front Office is the system of work in front of them. CRM and calendars sync natively; webhooks, a read-only API and an MCP server hand every intake, inquiry and enrollment step to what you authorize.
Give it your website. It learns your company. Then call it, chat with it, e-mail it — and decide. Nothing to install, nothing to cancel.
← Previous: ROI · Sharing with a colleague? 📄 Get the PDF · ✉️ Email this page ·
Comparisons on this page reflect publicly available product and pricing information, verified Aug 30, 2026. Trademark notice in the footer below.