The KRYOS Hypercube research method
A rigorous path
from question to decision.
The method connects evidence review, scientific analysis, adversarial challenge, and experimental planning. The laboratory retains authority over experiments and research claims.
James Scott is the architect identified with KRYOS Hypercube. Envirotech’s public research method below describes the engagement process; it does not disclose proprietary implementation details.
Eight steps, one research record
Depth where it
changes the outcome.
Every mission uses the steps that fit its question. No method is included merely because it sounds advanced.
See a worked research brief ↗- 01
Define the decision
Specify the research question, intended use, competing options, and what would change the next step.
- 02
Build the evidence record
Check sources, raw data, units, measurement conditions, exclusions, and missing information.
- 03
Compare explanations
State mechanisms and alternatives. Separate observation, inference, model output, and hypothesis.
- 04
Choose suitable methods
Use the simplest adequate baseline and justified analytical methods. Record assumptions and inapplicable approaches.
- 05
Test uncertainty and failure
Examine sensitivity, confounding, operating limits, and plausible scenarios that could reverse the conclusion.
- 06
Design the discriminating test
Define controls, replication, data analysis, and advance or stop rules before seeing the outcome.
- 07
Review the research brief
Deliver findings, uncertainty, dissent, evidence gaps, and a bounded recommendation for human review.
- 08
Learn from the next result
Compare predictions with new measurements and revise only the claims and models affected by the evidence.
Three useful outcomes
Progress includes
knowing when to stop.
Evidence meets the agreed criteria for the next bounded stage.
The idea remains plausible, but the test, model, or claim needs repair.
A critical gap or contradiction blocks the proposed claim or next step.
A focused place to begin
Bring one question.
Leave with a better next step.
Start with a bounded research decision, the evidence you have, and the result you need to trust.
Scope a research pilot