Drug & Biologic Risk Assessment

Therapeutic diligence, beyond the pipeline slide

Diligence on small molecules, biologics and cell and gene therapies across NDA, ANDA, 505(b)(2) and BLA pathways: trial design, endpoints, CMC and exclusivity. An automated Quick Screen within 24 hours; full reports in 48, reviewed by a physician and a biomedical engineer.

24hQuick Screen
NDA/ANDA/BLAAll pathways
34Public data sources
MD + BMEFull reports
A·A
Full reports are reviewed by Arvind Ravinutala, MD (practicing physician, P&T Committee Chair) and Aswini Ravinutala, BME (biomedical engineer, 10+ years in medical devices). The Quick Screen is automated. Specialist consultation is available when an engagement needs it.

The Problem

Drugs fail for reasons that never make it to the data-room index

Pivotal endpoints that look strong on paper can weaken under ICH E9(R1) estimand scrutiny. Patent protection can shorten when a paragraph IV challenge lands. CMC scale-up can delay a launch. Each is worth checking before an LOI.

Endpoint instability

Pivotal trial hit statistical significance, but the primary endpoint doesn't translate cleanly to labeling or payer coverage. Advisory committee reviews can turn on exactly this.

Exclusivity cliff

Regulatory exclusivity and patents are separate protections. NCE exclusivity runs five years, but an ANDA with a paragraph IV patent challenge can be filed at year four; orphan exclusivity covers only the approved orphan indication; pediatric exclusivity adds six months. A loss-of-exclusivity date in a pitch deck needs checking against the Orange Book.

CMC scale-up risk

A process validated at 100L doesn't always work at 10,000L. Bioreactor drift, fill-finish capacity, and single-source raw materials can delay a launch.

Real-world comparator shift

Standard of care moves between trial start and launch. Your active comparator may no longer be relevant, and payer coverage hinges on comparative effectiveness.

Post-marketing commitments

Accelerated approval, REMS, and confirmatory-trial obligations become expensive surprises. FDA's postmarketing requirements and commitments database is public, so a target's fulfillment record can be checked.

IRA Medicare negotiation exposure

Under the IRA, a small-molecule drug can be selected for Medicare negotiation 7 years after approval, with the negotiated price taking effect at year 9; biologics at 11 and 13 years. Those dates belong in any revenue model the deal rests on.

Regulatory Pathways We Cover

Every therapeutic pathway, read differently

An NDA isn't an ANDA isn't a 505(b)(2) isn't a BLA. Each has its own risk surface — reference listed drug integrity, trial-design acceptability, CMC bar, exclusivity arithmetic. A full report reads each on its own terms.

NDA

New Drug Application

Full applications, including new molecular entities. Pivotal-trial integrity, endpoint strength, safety database, labeling negotiation, and post-marketing commitments drive the risk score.

NCE5-year exclusivityYear 4paragraph IV filing
505(b)(2)

Hybrid Reference

Relies on published literature or listed reference drug. Risk sits in bridging studies, patent/exclusivity landmines, and reimbursement when the reference drug is genericized.

Bridgingto a listed drug3-yearexclusivity possible
ANDA

Generic / Abbreviated

Bioequivalence-based. Risk is paragraph-IV Hatch-Waxman litigation, API supply, FDA CGMP inspection history, and margin compression on launch.

Bioequivalencebased180-dayfirst-filer exclusivity
BLA

Biologics / Cell & Gene

Protein therapeutics, mAbs, cell & gene therapies. CMC complexity, manufacturing scale, Purple Book reference-product exclusivity, and biosimilar exposure dominate.

12-yearreference exclusivityYear 4biosimilar filing

What a Therapeutic Report Examines

What a full report examines for a drug or biologic

Full reports read the same 20-category framework on every company and summarize it in a composite Vantage Index. For a drug or biologic, these are the areas that get the closest read. Some inputs, like financials, come from the company or the buyer.

DomainWhat we're looking at
Clinical Trial & Endpoint IntegrityPivotal design, endpoint validity under ICH E9(R1), statistical plan, data monitoring, missing-data handling, comparator relevance
IP & Exclusivity StrategyComposition-of-matter, method-of-use, formulation patents, Orange Book listing, orphan/NCE/pediatric exclusivity, paragraph-IV exposure
Regulatory Pathway IntegrityPre-IND/EOP2/pre-NDA meeting minutes, special protocol assessment, breakthrough/fast-track/priority-review status, foreign regulatory alignment
CMC & ManufacturingProcess validation, API sourcing, fill-finish capacity, comparability protocols, PAI readiness, CDMO dependency, serialization
Reimbursement & PayerICER outlook, payer policy precedent, IRA Medicare negotiation exposure, 340B impact, part B vs D, comparative effectiveness positioning
Safety & PharmacovigilanceSafety database size, adverse-event trends, REMS requirements, boxed-warning risk, post-marketing commitment history
Commercial & Market AccessPrescriber target, channel strategy, specialty pharmacy network, hub services, patient support programs, KOL engagement
Financial & OperationalRunway to approval, R&D spend discipline, licensing obligations, contingent value rights — provided by the company or buyer

Pricing Ladder

Start with a Quick Screen, or go straight to a full report

Start with an automated Quick Screen, delivered within 24 hours of a complete intake. Move to a full report when the deal moves: 48-hour turnaround, reviewed by Arvind Ravinutala, MD, and Aswini Ravinutala, BME.

Quick Screen

24 hours
$5,000
Automated triage
  • Six independent signals
  • Each linked to its source records
  • No composite score or verdict
  • Fee credits toward a full report
Start Quick Screen

Founder Report

48 hours
$7,500
For founders
  • Eight domains, 28 sections
  • Comparable companies from public records
  • Physician and engineer review
  • 30-min debrief
See a sample evaluation

Diligence Report

48 hours
$20,000
Deal diligence
  • Eight domains with cohort comparables
  • Claims cited to their source records
  • Physician and engineer review
  • MD debrief; fee credits toward a License
Order Diligence Report

M&A Report

48 hours
$25,000
Corporate development & BD
  • Everything in the Diligence Report
  • Integration risk
  • Reference-contact review
  • 60-min strategy session
Order an M&A Report

Running diligence across a fund or portfolio? See Vantage Licenses →

Want continuous monitoring post-close? Surveillance from $1,500/mo →

Therapeutic Intelligence Library

What we've been writing about

Articles on therapeutic risks in diligence. Written by Arvind and Aswini.

Put a therapeutic asset through Vantage this week

Buy a Quick Screen and give us the target and a data-room link (or just a pipeline page) on the intake form. The Quick Screen arrives within 24 hours of a complete intake. Prefer to talk first? Book a free 20-minute call.