No, and we are careful not to claim otherwise. We offer UST as a theoretical foundation for earnestly pursuing a candidate early systems science. In the interest of transparency and accountability, the science assessment lays out where UST currently stands against established criteria for a scientific theory, and the evidentiary record documents confirming and challenging evidence from applications cleared for public release.
Consider your alternative: best practices relying on what has worked in the past, applied by practitioners who synthesize and interpret them subjectively. Exunum Strategic Solution's starting point is anchored in what an empirical natural law with no known exception requires of every system to successfully cohere and exist. The value comes from the improved clarity, confidence, and inherent traceability that a derivation grounded in empirical law is uniquely positioned to provide.
Through a methodology developed and applied across programs and domains for over a decade, we strive to systematically determine the necessary and sufficient conditions for system success. Our approach is not yet fully correct, complete, and concise in every scenario, but continued development is refining our confidence in these qualities. Sharpened comprehension enabled by a different starting point is our value proposition, independent of where the formal science stands.
The title of the Skeptical Systemist pays deliberate homage to Boyle's posture, not his outcome. More disciplined about letting observation drive, less committed to pre-loaded assumptions, and genuinely uncertain whether external observation fully captured the nature of substances, he surveyed the received paradigms, showed where each had reached its limit, proposed a different place of departure, and humbly offered a methodological position rather than claiming definitive answers. That posture successfully shifted an entrenched paradigm. We aspire to follow Boyle's example while awaiting the outcome.
Practitioner expertise is irreplaceable. It represents hard-won pattern recognition across real systems problems that matter. Best practices work within their domain of validity, and for systems problems that sit within the horizon of those frameworks, there is no reason to stop doing what works.
That said, some systems problems sit beyond what any practice-built framework can see because the framework itself cannot reach there. We believe our approach grounded in empirical law provides a complementary foundation for addressing systems problems that sit beyond the horizon of practice-built frameworks.
Use the glasses you've forged for the systems problems you can see well. Our goal is to offer binoculars and microscopes for when your problems exceed the reach of those glasses.
Kuhn documented that paradigm shifts invariably meet resistance from institutions with social and personal interests in maintaining the status quo.¹ That is what systems do in the face of forces that might disperse them — a coherent response to the Second Law in action. Boyle's financial independence from the universities and institutions of his day mitigated this natural tendency, enabling his scientific contributions. Our structure follows from the same logic: the work requires sufficient independence from institutions whose foundational assumptions it might be perceived to directly challenge.
Our goal is meaningful contribution. The systems community is pursuing "faster, better, cheaper." So are we. The field struggles with complexity. We want to help reduce that burden. Experience has led us to deliberately choose an unconventional structure until the natural and expected resistance to change relaxes. The questions that follow describe what that independence looks like in practice.
Non-profits carry their own independence risks. Donor relationships, board interests, and institutional affiliations can reshape a scientific agenda over time, and when they do, credibility is the casualty. Our consulting model is cleaner: our biases are stated openly and the foundational derivation is public. The consulting work keeps the lights on while pursuing our mission, in the same spirit Boyle's estates funded his endeavor.
A conflict of interest arises when commercial incentives bias analytical conclusions. Several mitigations are built into how we work. First, the approach systematically derives necessary and sufficient conditions grounded in empirical law. Second, the foundational derivation is public and checkable. Third, the evidentiary record will include challenging evidence alongside confirming evidence. Fourth, we are as transparent as client confidentiality permits. Although the derivation does not necessarily prevent selective application, our posture of following the science wherever it goes helps to close that gap.
Self-publication in the early stages preserves continuity, integrity, and openness to revision as the science develops. Conventional peer review is structured for incremental work within established paradigms; Kuhn's analysis of paradigm resistance applies here as well.¹ The accountability mechanisms are the derivation itself, the evidentiary record, and the science assessment — all public, all revisable. As the work gains traction and relaxes the natural and expected paradigm resistance, we intend to pursue opportunities for peer-reviewed publication.
¹ Kuhn, T.S. (1962). The Structure of Scientific Revolutions. University of Chicago Press, Chicago.