Claim-to-Source Verification for Medical Content

40 claims left to match.
It's 11 PM.

Every claim in your slide deck needs a source paragraph. Manually matching them takes hours — and one missed reference can stall your entire MLR submission.

Medical affairs professional working late at night matching claims to source documents
Claims Pending
40 / 47
Verified
7 matched

We benchmarked 50 Medical Affairs teams.
Here is what we found.

These exact numbers are what leaders shared when asked the questions most people avoid.

4–12 Weeks

Mean Approval Cycle Time: The time required to transform a scientific paper into a single approved HCP asset.

Phamax Digital Industry Report, 2024
$300K–$900K

Annual Agency Spend: The average cost of outsourcing medical content writing and rework per brand team.

Grand View Research: Med Affairs Outsourcing, 2024
65%

First-Pass Rejection Rate: MLR reviewers frequently kick content back because references are inconsistent or inaccurate.

Veeva Systems: Pulse Content Metrics, 2025
78%

Manual Workflow Tracking: Many teams still rely on fragmented spreadsheets to track complex compliance and claims libraries.

LeK Consulting: Biopharma MedComms Benchmark, 2024

How Things Are Evolving

A gradual move away from agency-first models toward internal expertise and real-time intelligence.

The Legacy Agency Loop

"Hire an agency, wait weeks for a draft, then redo it when it fails review. It's a slow cycle that wasn't built for today's medical standards."

12 Weeks
Average Approval Cycle
The Intelligence-First Shift

"Turn your team’s findings into ready-to-review, compliant, engaging medical content as soon as they’re published — no waiting."

3 Hours
Drafting Velocity
100%
Scientific Traceability

Bionidi is the Traceable AI Engine designed for the evolving future of Medical Affairs.

We bridge the gap between complex evidence and HCP engagement, ensuring every claim is deterministic, auditable, and ready for Veeva Vault from
day one.

A science-first workflow.
Aligned to your internal process.

01

Upload and Calibrate

Securely upload clinical data and define your HCP audience. We build a hallucination-free knowledge base from approved sources.

Upload and calibrate
02

Generate the Syllabus

Instantly generate a scientifically accurate curriculum. Review, refine, or regenerate modules to ensure perfect strategic alignment.

Generate the syllabus
03

Produce Compliant Content

Transform your syllabus into engaging, video-based modules. Built-in instructional design and MLR guardrails ensure compliant storytelling.

Produce compliant content
04

Review and Refine

Maintain granular control. Easily edit individual frames, adjust audio, or regenerate specific segments using precise iterative feedback.

Review and refine
05

Accelerate MLR Approval

Automate MLR review with exact, one-to-one claim referencing. Export validated, submission-ready assets directly to Veeva PromoMats.

Accelerate MLR approval
Upload and calibrate Generate the syllabus Produce compliant content Review and refine Accelerate MLR approval
Upload

Apply for the Founding Partner Program.

We are currently welcoming only up to 15 Medical Affairs teams into our Founding Partner Program. This is an invitation to collaborate closely with us, evolve your content workflows, and directly influence the development of the Bionidi platform. ...read more

Starting at $24,000/year Locked founding partner rate for the first 2 years.
Refund Guarantee 90-day satisfaction guarantee. Full refund if Bionidi doesn't deliver on your goals.
Immediate ROI Gain measurable value and timeline reduction starting from your very first project.
Exclusive Workflow Customization Your team's specific requirements directly shape the Bionidi roadmap and feature set.
Prefer to talk first?

Schedule a 15-minute strategy call. No pitch, no pressure.

Schedule Call

Apply for a Founding Partner Seat

Join the inner circle. 11 of 15 seats remaining

No forced sales call. We respond personally within 48 hours.

Have more questions?

We've compiled these answers to help you see how Bionidi fits into your existing workflow and aligns with your compliance standards.

Is this compliant with our regulatory requirements?

Bionidi doesn't replace your MLR process — it improves what enters it. Every generated draft includes source citations linked to approved publications, and the platform maintains a full audit trail. Your regulatory team reviews the same assets they always do; they just see fewer first-pass rejections.

What happens to our data and content?

Your data is yours. Bionidi operates on a zero-training policy: your documents, source publications, and generated content are never used to train any model. All content is stored in isolated environments with SOC 2-compliant architecture. IP ownership belongs entirely to your organization.

How does this compare to our current agency?

Initially, Bionidi is a complement — not a replacement. Most founding partners use it to handle high-frequency, lower-complexity assets (slide adaptations, email summaries, MSL briefs) while maintaining agency relationships for complex campaigns. Over time, teams typically reduce agency scope significantly.

What's the time commitment for a pilot?

Onboarding takes 2–3 hours: uploading your knowledge base, calibrating tone and claim boundaries, and running your first test asset. Most founding partners see their first real output within 24 hours. The pilot structure gives you enough cycles to see a genuine reduction before any long-term commitment is required.

Does Bionidi integrate with Veeva Vault?

Yes. Bionidi is built to integrate with your existing commercial and clinical ecosystems. We offer seamless connectivity with Veeva Vault PromoMats, ensuring your MLR-ready assets flow directly into your established approval pipelines without manual friction.

What if it doesn't work for our team?

Every founding partner agreement includes a named exit clause: if within the first 90 days Bionidi doesn't demonstrably reduce your content production timeline, you can cancel with a full refund of the first-quarter payment. We're building for long-term partnerships — zero interest in holding teams to a tool that isn't delivering.