The document most exposed to scrutiny is the one the firm wrote itself. Testing every assumption in an investment case against outside evidence, before a raise, means the weak claims are found by the people who can still fix them.
Testing an investment case's own assumptions before the investors do
Client
Date
European healthcare venture builder
12/2025
The challenge
A European healthcare venture builder backs medical technology ventures with a team of three. Those three carry everything an investment decision needs: the market read, the clinical case, the competitive picture and the investor deck. Each opportunity got the depth someone had time to give it, and nobody had capacity to attack the firm's own case before an investor did.
The solution
FifthRow set up an investment diligence capability the firm's own partners run. An opportunity, a company or a claim goes in; a sourced assessment comes out, built the same way each time so two opportunities can be compared, and pointed as readily at the firm's own investment case as at the market around it.
36,121
analyst-hours equivalent, 64 FTEs9,139
research questions answered from sourcesThe most exposed document a venture builder owns is its own investor deck, and the assumptions inside it are usually the last thing anyone checks. Each claim was pulled out and tested against outside evidence before it went in front of anyone who would test it for them.
Core Activities
- Extracted the assumptions inside an investment case and tested each one against outside evidence
- Sized the addressable market behind the case independently, rather than accepting the figure in the deck
- Rebuilt the investment thesis from evidence and set it against the version being presented
- Modelled exit routes and return trajectories so the ask could be defended on numbers
- Mapped the capital path and funding requirement across the venture's stages
- Set up a critical-assessment pass whose job is to argue against the firm's own material
The Results
An investment case whose weakest assumptions were known to the firm before they were found by an investor, with an independently built market size and thesis to set against the version in the deck.
1,455
analyst-hours equivalent, testing the firm's own caseThe firm sees more opportunities than three people can study properly, so the ones examined tend to be the ones with a champion. One assessment was applied to every opportunity instead, so a thin case and a strong one look different on paper.
Core Activities
- Put each opportunity through the same market assessment, on one structure
- Established the clinical problem and the unmet need behind each proposition separately from its market
- Built the competitive picture and the positioning behind each candidate
- Rebuilt each opportunity's business model and the assumptions holding it up
- Read transaction and acquisition activity in the surrounding market for pricing and exit evidence
The Results
A comparable assessment across the pipeline rather than a deep read of whichever opportunity had a sponsor, with the clinical case and the commercial case built separately so one could not flatter the other.
12
opportunities put through the same market assessmentIn healthcare, who backs a proposition matters as much as whether the market exists. Identifying the clinicians whose view carries weight in a specialty was work the firm could only do through its own network.
Core Activities
- Identified the leading clinical voices in a specialty from published evidence rather than from contacts
- Assessed each one's actual expertise against their visibility, so influence and authority were separated
- Synthesised expertise and influence into a single ranked view per specialty
- Extended the same method to further specialties as new propositions came up
- Kept each map structured so it could be re-run as the field moved
The Results
A ranked, evidenced map of who matters in a clinical field, built from the published record rather than from whoever the firm already knew.
1,289
sources behind one specialty's expert mapTwo questions decide whether a medical technology venture is investable at all: whether there is a route through the regulator, and whether anyone else already owns the idea. Both used to mean commissioning specialist advice before knowing whether the opportunity justified it.
Core Activities
- Assessed comparable already-cleared devices to establish the likely regulatory route for a candidate
- Read the reimbursement pathway alongside the regulatory one, since one without the other is not a business
- Mapped the patent position around each proposition, and the trademark landscape with it
- Traced how the underlying innovation had developed, to see what was genuinely defensible
- Produced each read in a form the firm could take straight into a specialist conversation
The Results
A regulatory route and an IP position established before specialist advice was commissioned, so the firm could decide whether an opportunity was worth paying to investigate further.
1,300+
analyst-hours equivalent, regulatory and IP positioningWhat it proved
Twelve opportunities went through the same market assessment, each with its clinical case built separately from its commercial one. Expert maps were built for individual specialties from the published record, one of them drawing on 1,289 sources. Regulatory routes were established from comparable cleared devices and set alongside reimbursement and patent position. And the firm turned the same capability on itself: every assumption in its own investment case tested against outside evidence, with a pass configured specifically to argue the other side. Across the engagement that is 199 studies answering 9,139 research questions from sources.
What the firm holds is the ability to take an opportunity seriously without clearing a week for it, and the ability to attack its own case first. Three people produced all of it, which is why the platform records 36,121 analyst-hours saved across those 199 studies, the equivalent of 64 full-time analysts. The number is that size because the same diligence was run across a whole pipeline by a team that had previously been able to give each opportunity only the depth it could spare.
Results
| Metric | Benchmark | Result | Improvement |
|---|---|---|---|
| Scrutiny of the firm's own case | Assumptions defended in the room, tested when an investor pushed | Every deck assumption tested against outside evidence first | The firm finds its weak claims before an investor does |
| Diligence depth per opportunity | Whatever depth three partners could give it | 199 studies, one structure across the pipeline | Depth no longer set by who had time |
| Comparability between opportunities | Each case read its own way | Same market assessment applied to every opportunity | A pipeline that can be ranked rather than argued |
| Regulatory and IP position | Specialist advice commissioned before the opportunity was qualified | Route and patent position established in-house first | Advice bought only once an opportunity earns it |
| Analyst-hours saved | Three partners carrying all the reading between them | 36,121 hours across 199 studies | Equivalent of adding 64 full-time analysts over the period |
An agent whose job is to argue against the firm's own material is a deliberate setup, not a side effect. Asking for one is what separates a team that wants confirmation from a team that wants to know.
Building the unmet clinical need independently of the market sizing stops one flattering the other. A large market and a real clinical problem are two different findings and a proposition needs both.
Ranking clinical experts required assessing actual expertise separately from visibility. The most visible voice in a specialty and the most authoritative one are often different people, and an evidenced map says which is which.
Regulatory and IP questions used to mean buying specialist advice before knowing whether the opportunity deserved it. Establishing the likely route in-house first reverses the order, so paid advice is spent on candidates that have already survived something.
Applying the same assessment to every opportunity, rather than a deep read of the one with a champion, is what turns a set of individual judgements into a pipeline that can actually be ranked.
From a six-step manual drug lookup to a single automated research run
€2B+ global pharma and cosmetics packaging group
08/2026
7,212
analyst-hours equivalentA first-draft value proposition in four weeks, not seven months
Global health technology company
08/2026
4 weeks
first draft, not seven monthsFrom a standing start to an AI venture serving small businesses
From 72 patents to 4 commercialisation-ready technologies
Cutting a four-month research cycle to six weeks across five validation workstreams
From a weekly newsletter to a self-running innovation radar
A full year's validated-concept target, met in the first quarter
A utility innovation lab that answers its own questions in a day
Finding the next high-growth US metro in five days
FifthRow – The Agentic Consultancy
Copyright 2026 FifthRow Inc., Privacy policy