Before Argon, preparing for a KOL meeting meant 4 hours searching through SharePoint and emailing medical information. Now I search once and have the source in front of the physician.
Medical Science Liaison, Oncology
Nilaro Pharmaceuticals
Medical Affairs Knowledge Platform
The answer is somewhere in ten thousand trial documents. Argon finds the page in seconds.
Argon reads across the full body of clinical and regulatory documents a medical-affairs team works from, then answers the question with the exact source page behind every line, so a medical science liaison confirms what the label says instead of guessing at it. Built for the way MSL and medical-information teams actually work, with a human reading the source before it reaches an HCP.
30+ MSL team members across 4 pharmaceutical organizations
The Problem
The search that costs MSL teams hours every day
Medical science liaisons carry deep pharmacology expertise into every HCP meeting. The bottleneck is not knowledge. It is finding the exact paragraph that supports the answer, across dozens of documents updated on regulatory timelines.
See how teams use Argon-
MSL teams report spending 2 to 4 hours per day searching across PDFs, SharePoints, and email threads for citation-ready answers.
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Medical information requests require up to a dozen document lookups before a response can be drafted for HCP review.
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A single outdated citation in a scientific exchange can initiate a regulatory follow-up. Source accuracy is a compliance matter, not just a quality concern.
Platform Capabilities
What Argon does for medical affairs
Purpose-built retrieval for the specific document types and workflows that MSL and medical-information teams work with daily.
Source-grounded Q&A
Ask in plain language. Get the answer with the exact page and paragraph cited, so the MSL reads the source before passing it on. No unsupported assertions.
Document Intelligence
Index prescribing information, clinical study reports, and publications in one workspace. Connect Veeva, SharePoint, or upload directly. One search surface for everything.
Change Tracking
Receive alerts when prescribing information or study documents you rely on are updated. See exactly what changed and where, before an HCP meeting surfaces the discrepancy.
Knowledge Collections
Organize documents by product, indication, or territory. MSLs build scoped collections for each therapeutic area so queries stay relevant and results are not diluted by off-label material.
Audit Logging
Every query is captured for compliance review. Medical affairs teams can trace which documents informed which responses, supporting traceability requirements for regulated scientific exchange.
Team and Brand Controls
Role-based access controls keep each product line's data in its own workspace. MSL field teams, medical information, and regulatory teams see the documents relevant to their scope.
How It Works
How a medical-affairs team uses Argon
From document library to source-confirmed answer in the time it used to take to open the right SharePoint folder.
Connect your document library
Argon integrates with Veeva Vault, SharePoint, and accepts direct upload. Index prescribing information, CSRs, publications, and internal documents in one workspace. No reformat required.
Ask any question in plain language
Type the clinical question as you would ask a colleague. Argon searches across the indexed library and surfaces the relevant passages, not just document titles.
Confirm the source before it reaches an HCP
Argon returns the answer with the exact source page and paragraph highlighted. The MSL reads the citation, confirms the context, and carries the source-grounded answer into the field.
Early Results
What MSL teams say about Argon
30+
MSL team members in pilot
~70%
reduction in document search time
4
pharmaceutical organizations
The change tracking feature caught a label update on our flagship product two days before a major conference. That would have been a compliance problem.
Associate Director, Medical Affairs
Crestfield Therapeutics
Our team adopted Argon during launch preparation. Indexing 200 clinical documents and querying them in plain language changed how we handle medical information requests.
Regional Medical Affairs Lead
Meridian Biopharma
Designed with HIPAA controls in mind. Your documents never train our models.
Argon is built for regulated pharma environments. Role-based access controls, workspace isolation, and audit logging are standard, not add-ons. Every document you upload stays in your workspace and is never used to train Argon's models.
HIPAA controls in design is a commitment to data handling practices, not a legal certification claim.
Pricing
Per-seat pricing for medical-affairs teams
Start with a small team. Add seats as your MSL force adopts Argon. No large upfront commitment required to get started.
Pilot
$249/seat/mo
Billed annually, 3-seat minimum
- Core Q&A with source citations
- Up to 5,000 document pages indexed
- 5 knowledge collections
Most popular
Standard
$429/seat/mo
Billed annually, 5-seat minimum
- Unlimited document pages indexed
- Change tracking for all indexed docs
- Veeva and SharePoint integrations
Organization
Custom
Multi-brand, SSO, dedicated support
- Everything in Standard
- SSO and SAML
- Dedicated customer success manager
Ready to cut your document search time?
See how Argon works with your existing document library. Demo takes 20 minutes and covers your specific use case.