Test the technical premise before you commit
Independent testing of the research claim or technical advantage behind an investment, acquisition, procurement, funding, or adoption decision.
Decision questionDoes the evidence support the technical advantage assumed in the decision?
When to involve VRL
Scope follows the decision.
Investment or funding
A valuation or milestone depends on a research result, prototype, or performance claim.
Acquisition
The technical thesis depends on code, data, or methods that need independent execution.
Procurement or adoption
A buyer needs to know whether the claimed advantage holds under its workloads, constraints, and costs.
Technical premises we can test
Turn the deal thesis into observable questions.
- A reported performance gain survives a fair baseline and resource parity.
- A prototype can be reconstructed and run outside the originating team.
- The available data and method support the product's central technical claim.
- The claimed advantage remains material under the buyer's operating conditions.
The diligence record
Evidence tied to the decision, not a scorecard.
- 01
Define the decision
We identify the technical premise, material threshold, operating conditions, and evidence available within the diligence window.
- 02
Run the test
We inspect and execute the relevant code, data, benchmarks, and methods, then vary the conditions most likely to change the conclusion.
- 03
Report the implication
The record distinguishes observed facts, evidence gaps, open risks, and the limits of what the test can establish.
What we examine
- Claim-to-evidence traceability
- Independent execution
- Code, data, and method risk
- Operational relevance
What you receive
- Decision-oriented claim map
- Independent test record
- Material evidence gaps
- Decision implications and open risks