Evidence origin
Where did the claim originate and was the original record examined?
Explore this application →Controlled evidence-assurance framework
The Aperture Evidence Assurance Framework
A structured way to determine whether information is sufficiently reliable, traceable, complete and tested for the decision it is meant to support.
Question → Evidence → Human Judgement → Responsible Reliance
Published verification discipline
Aperture: A Normative Truth Discipline for Deterministic Real-World Verification
The published framework was co-created by Paul Hattingh and Xandro Hattingh. It defines Aperture as a structured verification discipline for testing claims against physical, logical and observable reality before broader interpretation or probability is applied.
Aperture Research Works applies these principles to client decisions through a controlled, human-directed, human-reviewed evidence-assurance practice.
View the published framework →What this means for you
The framework is not sold as software certainty. It provides a disciplined structure for asking whether the evidence behind your decision is actually strong enough to rely on.
Framework summary
The Aperture Framework in Four Moves
01QuestionDefine the reality or decision problem.
02EvidenceFind, authenticate and test the strongest available sources.
03Human JudgementEvaluate contradictions, gaps, materiality and specialist boundaries.
04Responsible RelianceState what the evidence permits the user to conclude or do.
This visual flow is presented as an ordered set of labelled steps. Each step remains readable without animation or colour.
The framework tests more than whether information exists.
Source authority
Is the source competent and authoritative for the proposition being asserted?
Explore this application →Independence
Are separate-looking sources genuinely independent?
Explore this application →Counter-evidence
What evidence weakens or challenges the leading interpretation?
Explore this application →Material gaps
What is missing and how much could it matter?
Explore this application →Reliance
What decision is supportable and what would go beyond the evidence?
Explore this application →One system, different applications.
The same governing evidentiary principles can be applied to corporate transactions, public claims, legal chronologies, technical controversies, investment questions, historical disputes, geopolitical assessments and other suitable matters. The sources and specialist methods change; the core controls remain consistent.
Protected internal architecture
The public framework is intentionally high-level. Detailed process sequences, decision rules, templates, control logic, internal prompts, quality gates and assignment-specific procedures remain confidential.
Evidence in practice
See the framework applied to a difficult real-world record.
MH370 demonstrates the practical difference between observation, model, inference, contradiction, falsification and responsible reliance without presenting unresolved causal questions as established fact.
Research is the process. Responsible reliance is the product.
Discuss a MatterHuman-directed, publicly documented foundations
Real people do the work. Technology assists the process.
Aperture Research Works does not deliver unreviewed machine-generated research. Human judgement defines the question, examines evidence, challenges findings and controls final approval. Technology can assist discovery, comparison and analysis; the tool is never the evidence.
Origins of Aperture Research Works
Aperture Research Works developed from a formally documented evidence-assurance and investigative research framework. A public technical description is preserved on Zenodo under DOI 10.5281/zenodo.18173113. The DOI provides a persistent public record; it is not accreditation, certification or endorsement by Zenodo, CERN or DataCite.