For Investors

Medical Device Due Diligence That Predicts Outcomes

Our proprietary framework — evidence-based with 961% historical accuracy — catches the clinical adoption barriers and technical risks that standard DD structurally misses.

75% of Medical Device Startups Fail.†1 These Aren't Anomalies — They're Patterns.

Clinical adoption barriers, regulatory missteps, and reimbursement gaps drive the majority of failures. When they matter most, standard due diligence structurally misses them.

48-Hour Quick Screen

Get a rapid risk assessment before your next IC meeting

What You Send Us

Company deck, regulatory filings, clinical data summary

What We Deliver

Top 5 risk factors, Vantage Score preview, go/no-go recommendation

Turnaround

48 hours from document receipt to findings call

Six Dimensions of Medical Device Risk

Financial and legal DD evaluates what it's designed to evaluate. These six dimensions require a physician-engineer perspective that standard advisory teams structurally cannot provide.

Regulatory Pathway

Predicate viability, classification assumptions, and pathway failure prediction. Is the 510(k) strategy defensible given recent FDA guidance patterns?

Clinical Adoption

Workflow integration analysis and adoption barriers. Can physicians realistically integrate this into their practice without disruption?

Manufacturing & Scale

Supply chain viability, QSR compliance readiness, and cost of goods at scale. Can this be manufactured reliably and economically?

Reimbursement Pathway

CPT code availability, payer coverage likelihood, and commercial viability. Will payers reimburse this at the assumed ASP?

IP Strength

Patent defensibility and commercial significance. Will your patent portfolio actually create durable competitive advantage in practice?

Clinical Evidence Quality

Evidence strength, methodological rigor, and peer acceptability. Can the clinical positioning survive KOL scrutiny and hospital adoption committees?

Three Documented Cases from Our Analysis Database

These aren't theoretical. They're patterns from our proprietary database of medtech outcomes.

$180M Series D
Surgical Robotics

Top-Tier Healthcare Fund (2019)

Market validation and surgeon adoption looked strong on paper. The DD team focused on market sizing and clinical adoption but skipped manufacturing QMS audit. Within 18 months: FDA warning letter over quality control practices. Commercialization halted. Investment thesis destroyed.

What was missed: Manufacturing risk assessment (the dimension that best predicts device failure outcomes)

$92M Acquisition
Digital Health

Fortune 500 Acquirer (2021)

All boxes checked during pre-acquisition DD. Post-close discovery: the 510(k) predicate was under active FDA review, creating unexpected pathway risk. Standard legal and financial DD had missed the regulatory nuance entirely. Strategic thesis required rework.

What was missed: Predicate viability assessment and regulatory pathway validation

$45M Series C
Cardiac Monitoring

Prominent VC Fund (2020)

Clinical data appeared validated. Full review revealed the clinical evidence relied on a single retrospective study with methodological flaws. KOL pushback emerged during adoption discussions. Hospital P&T committees rejected the clinical positioning based on peer review scrutiny.

What was missed: Clinical evidence quality and peer acceptability assessment

Pattern recognition across documented outcomes. Our assessment framework synthesizes failures across regulatory pathways, manufacturing, clinical evidence, and adoption barriers. These six risk dimensions are where the failure patterns cluster.

The Due Diligence Funnel

Standard DD clears deals that shouldn't clear. Here's what happens when clinical-technical evaluation is added.

100 deals enter pipeline
100

Deals Pass Initial Screening

Market thesis fits, team looks credible, financials check out. These deals pass every traditional filter your fund applies.

75 survive standard DD
75

Standard Due Diligence Clears Them

Legal, financial, and market analysis reveal some surface-level issues. But clinical evidence quality, regulatory pathway viability, manufacturing risk, and reimbursement feasibility go unexamined.

75% of these carry material clinical-technical risks that standard DD structurally cannot detect

~25 pass Vantage review
25

Survive Clinical-Technical Validation

Only deals with a defensible FDA pathway, peer-reviewed clinical evidence, scalable manufacturing, and viable reimbursement strategy. These are the deals worth your capital.

96% of companies we assessed had material risks their existing due diligence missed.†1
The gap between generalist DD and physician-engineer validation is where capital is lost.

Assessment Breadth

Assessment Coverage Comparison

What standard financial/legal DD covers vs. what medical device risk assessment requires

What Vantage Evaluates Beyond Standard DD

Your financial and legal counsel cover their domains. These are the clinical-technical risks they can't see.

Clinical Adoption

Will physicians actually use it? Workflow barriers, evidence gaps

Manufacturing

Scale-up readiness, supplier risk, DFM gaps

Regulatory

Predicate viability, pathway risk, submission readiness

Reimbursement

CPT pathway, coverage probability, payer landscape

What This Means

Vantage doesn't replace your financial or legal DD — it adds the clinical-technical layer they structurally can't provide. Your existing advisors continue handling financial and legal diligence. We provide the physician and engineering perspective on adoption risk, manufacturing scalability, regulatory pathway viability, and reimbursement sustainability that generalist DD misses.

How It Works

From Submission to Strategic Insight

Your assessment moves through six integrated stages — each combining physician expertise with engineering rigor.

Step 1 of 6
Submit
Upload your materials
Clinical Review
Physician analysis
Technical Review
Engineering analysis
Pattern Match
Proprietary database
Risk Scoring
Proprietary Vantage Score
Report Delivery
Actionable intelligence
01
Secure Document Upload
You provide company materials through our encrypted portal. We handle the rest. Typical uploads include pitch deck, regulatory filings, clinical data, financial projections, and competitive analysis.
Pitch deck & investor materials
FDA submissions & regulatory files
Clinical trial data & publications
Financial projections & cap table
Patent portfolio & IP filings
Manufacturing & quality docs
02
Physician Clinical Analysis
Our physician reviews from the clinical lens — the perspective VCs and consultants cannot replicate. This catches the adoption barriers that kill 75% of medical device startups.
Clinical adoption feasibility
Evidence & outcomes evaluation
Safety profile assessment
Competitive landscape analysis
03
Biomedical Engineering Review
Our BME assesses technical feasibility, manufacturing scalability, regulatory pathway, and IP strength — the engineering depth that separates real risk from surface-level DD.
Regulatory pathway assessment
Manufacturing & scalability review
IP strength evaluation
Design & quality analysis
04
Pattern Intelligence Engine
Your company's risk profile is cross-referenced against our proprietary database of documented medtech outcomes — spanning multiple device specialties — to surface patterns standard due diligence cannot detect.
Proprietary outcome database spanning multiple specialties
Failure pattern recognition across device categories
Success benchmarking against comparable exits
Cross-domain risk signal correlation
Historical precedent identification
96% historical accuracy
05
Proprietary Vantage Score
Each assessment produces a composite Vantage Score — a single, calibrated metric that synthesizes risk across all four domains. The score distinguishes between risks that require immediate intervention and those manageable with the right roadmap.
Composite score across four assessment domains
Domain-level risk breakdown with justification
Terminal vs. remediable risk classification
Calibrated against documented outcomes
Stage-weighted scoring (seed through growth)
Prioritized remediation roadmap
06
Your Deliverable
A comprehensive report with executive summary, full proprietary scoring, risk analysis with historical precedents, remediation roadmap, and a 1-hour findings call with your team.
Executive Summary
Scoring Matrix
Remediation Plan
2-3 weeks

What You Receive

Your Assessment Deliverable

Comprehensive report with executive summary, full risk scoring, and actionable remediation roadmap.

Medical Device Assessment
Vantage Risk Score
6.2
Overall
7.1
Clinical
5.8
Regulatory
6.4
Manufacturing
5.5
Reimburse

Key Risk Flags

Critical: Predicate device received FDA warning letter Q3 2025 — pathway strategy requires reassessment
Moderate: Unit economics assume 40% ASP that payer benchmarks don't support — margin pressure on revenue model
Low: Manufacturing partner has capacity constraints above 5K units — scale-up timeline risk

Full Remediation Roadmap Included: 47-point action plan with clinical, regulatory, manufacturing, and commercial priorities prioritized by time-to-value and capital impact.

Vantage Score Guide
80–100: Invest — low clinical-technical risk
65–79: Invest with conditions — addressable risks
50–64: Caution — material risks, negotiate terms
Below 50: Pass — fundamental barriers identified

Learn more about our scoring methodology →

Premium Security

Vantage Secure

Fully air-gapped processing with encrypted USB data transfer and chain-of-custody documentation. Zero external connectivity. Recommended for funds with strict LP data governance requirements.

Available as a 50% premium on any assessment tier. Adds 2-3 business days. Learn about our security tiers →

How We Fit

The Layer Your Existing Advisors Can't Provide

We don't replace your regulatory counsel, financial modeler, or IP attorney. We add what they structurally miss.

Advisor Type What They Cover What Vantage Adds
Regulatory Counsel FDA pathway, submission strategy, classification Predicate viability patterns across documented outcomes, reclassification risk signals, pathway failure prediction
Financial Advisors DCF models, market sizing, comparable analysis Unit economics reality-check (BOM-to-ASP gap), reimbursement pathway validation, payer coverage probability
IP Attorneys Freedom-to-operate, patent prosecution IP commercial significance — will the patent actually create a durable competitive barrier in practice?
Clinical KOLs Clinical opinion, trial design input, endorsement Clinical adoption analysis across multiple proprietary evaluation dimensions
The result: One integrated assessment covering the gaps between your existing advisors — delivered in 2-3 weeks, by an MD + BME team who've been inside the companies you evaluate.

Specialist Consultation Available

For deals requiring additional category-specific clinical depth, physician specialist consultation is available across multiple device categories.

Why Vantage

Against the Alternatives

How we compare to traditional approaches.

The Math on Vantage

0.2%

Full Due Diligence on a $15M Series A

60%

Failure patterns caught that standard DD misses

Proprietary

Risk Intelligence — synthesized across hundreds of evaluated outcomes

Piecemeal Approach

Regulatory consultant: $15K–$50K
Clinical advisor: $15K–$25K
Engineering consultant: $20K–$40K
Piecemeal costs accumulate · 6-8 weeks · Fragmented perspective
vs

Vantage (Integrated)

$45,000
2–3 weeks · All proprietary categories integrated
Pattern-matched against our proprietary database
One team. One integrated score. No gaps.

For context: McKinsey, L.E.K., and similar consulting firms charge $150K–$500K+ for strategy-level market analysis — without clinical, regulatory, or engineering risk assessment. We deliver device-level risk scoring at a fraction of the cost and in a fraction of the time.

Sample Report Excerpt
Executive Summary — [Redacted Company]
RECOMMEND PASS
4.2
Vantage Score
Clinical Score
Regulatory Score

Key Findings

510(k) predicate strategy assumes device classification that FDA has explicitly rejected in recent guidance. De Novo pathway required—adds 12-18 months and $2.5M+ to timeline.
Unit economics assume $3,200 ASP but BOM at current yields produces $1,180 COGS—margin insufficient to support sales force and post-market obligations.
Clinical adoption hinges on replacing a 6-minute procedure with a 22-minute workflow. Without demonstrated time savings in a real-world pilot, physician adoption is unlikely.

Physician Perspective (Dr. Ravinutala): "The device solves a real clinical need, but the proposed workflow adds 16 minutes to a procedure physicians currently complete in under 10. Without a demonstrated efficiency gain in a multi-site pilot, hospital P&T committees won't approve this for formulary."

This is a redacted excerpt from an actual Vantage assessment. Full reports include proprietary analysis, financial modeling, and 50+ diligence questions.

Our Independence Commitment

No equity positions. No outcome-based fees. Engagement-level NDA with zero cross-client data sharing. All material conflicts disclosed in writing. Full policies available →

Our Guarantee: If our assessment doesn't identify at least one material risk — clinical, regulatory, engineering, or commercial — that your existing diligence process overlooked, we refund the engagement in full.
Learn More

After Your Assessment

What Happens Next

Your Vantage assessment is the beginning of the conversation, not the end.

Week 1-2

Findings Walkthrough

60-minute presentation of findings to your investment team. We walk through each risk category, explain the scoring, and answer questions in real time.

Week 2-4

IC Preparation Support

Need to brief your partners or IC? We provide a condensed executive summary, supporting data appendix, and are available for follow-up questions during your deliberation.

30 Days Post-Delivery

Open-Door Access

Questions that come up during management meetings? New data from the company that changes the picture? We're available for 30 days post-delivery at no additional cost.

Ongoing

Portfolio Relationship

Many investors return for subsequent deals. Repeat clients receive priority scheduling, established context (we already know your thesis), and preferred rates.

The ROI of Clinical-Technical Diligence

At $15K–$45K per assessment, Vantage DD costs less than a single month of a failed portfolio company's burn rate.

$500K-2M

Typical cost of a failed Series A investment when clinical-technical risks surface post-funding

$15-45K

Pre-investment Vantage assessment identifies the same risks before you write the check

10-40x

Risk-adjusted return on diligence spend when material risks are caught early

Your Assessment Team

Arvind Ravinutala, MD
Co-Founder & Chief Medical Officer

Practicing physician and Medical Director at Adventist Health White Memorial. Chairs P&T Committee evaluating device adoption for 150+ physicians. Brings the clinical adoption perspective that financial DD structurally can't provide.

Aswini Ravinutala, MSE
Co-Founder & Chief Technology Officer

BS Biomedical Engineering, UC Irvine; MSE Quality, Reliability & Statistical Engineering, ASU. Part of the Axonics operations engineering team that navigated the regulatory and manufacturing path leading to Boston Scientific's $4.1B acquisition.

Ready to De-Risk Your Next Investment?

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Citations & Methodology

Vantage Proprietary Research

  • 1 96% historical accuracy rate — Retrospective validation of Vantage scoring framework against documented medical device outcomes across 100+ companies
  • 4 75% of VC-backed medtech companies fail — Internal analysis database of VC-backed medical device investments comparing pre-investment risk assessment coverage to post-investment outcomes
  • 60% Failure patterns caught that standard DD misses — Comparative analysis of Vantage assessments vs. contemporaneous third-party DD reports, tracking outcome variance

External Sources

  • †1 "75% of medical device startups fail" — Proximo Medical; MDDI Online industry analysis of device-stage companies (public data, 2010-2022)
  • †2 "70-90% of M&A deals fail to meet objectives" — Harvard Business Review, "Why Most M&A Deals Fail" (2016)
  • †3 "75% of venture-backed companies never return cash to investors" — Cambridge Associates, industry analysis of venture outcomes

All statistics presented with citations. Vantage methodology documentation available upon request for qualified investors. For detailed methodology, see Methodology page.

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