AI-native product knowledge for med-tech and pharma sales teams.
SFEOne gives field sales reps instant access to approved, evidence-based product knowledge — tailored for the conversation they're about to have.
How it works
Deep research
Our research engine crawls your product websites, clinical studies, PDFs, and regulatory documents. It extracts every fact, claim, and data point — then structures them for two audiences: field reps and market access teams.
Dual-tier knowledge
Every fact gets a 30-second rep pitch with key claims, objection handlers, and a call to action — plus a full clinical version with data points and study references for market access and medical affairs.
Intelligent retrieval
When a rep asks a question, we rewrite it from three angles — clinical evidence, product mechanism, and patient outcomes — then search across all of them simultaneously. The result is always the most relevant fact, not just the closest keyword match.
Minutes, not months
Pick your company, select your products, and your AI sales assistant is live. No manual content authoring. No six-month CRM integration projects. Just point it at your website and go.
Built for
Field reps
Quick answers before an HCP meeting. Key claims, competitive positioning, objection handlers — all from approved evidence.
Market access
Full clinical data, study references, cost-effectiveness evidence, and regulatory status — sourced and cited.
Medical affairs
KOL intelligence, event participation tracking, and person-product relationship mapping across your therapeutic area.
Sales leadership
Ensure your team always has the right message. Approved content, consistent claims, no off-label drift.
Technology
Built on Cloudflare's edge network. Vector search via Vectorize. LLM-powered retrieval with multi-angle query rewriting. All data stays in your tenant — no shared models, no data leakage.
