What can be seen?
Law governs public power.
Every public decision should be capable of being traced back through the authority, evidence, procedure, and reasoning that produced it.
Can the decision or system be explained?
Who is answerable for the exercise of power?
Can the actual exercise of authority be reconstructed and subjected to meaningful scrutiny?
Broader than transparency. Visibility alone does not establish that the decision path can be reconstructed.
Different from explainability. A later explanation of a system or decision may describe process without showing what actually determined the individual outcome.
Reviewability therefore requires record integrity: authority, evidence, procedure, reasoning, relevant system influence, and an intelligible connection to the outcome.
A lawful outcome should leave a traceable decision path.
Law & authority: identify the governing source and the institutional path through which power was delegated or exercised.
Evidence & procedure: preserve the materials, sequence, timing, notice, participation, and material procedural events.
Reasoning & decision: show how the evidence and governing framework were connected to the conclusion at the time of decision.
The final letter may not reveal what actually shaped the decision.
Modern public decisions may be shaped before formal reasons are written. Triage, risk indicators, templates, internal instructions, databases, automated classifications, routing systems, and human judgment can all influence the decision pathway.
Material judgment can be spread across systems, officers, rules, and institutional workflow rather than located in one identifiable actor.
Inputs, intermediate classifications, procedural events, or system influence may not remain visible in the record later reviewed.
A later technical description of how a system generally works is not the same as contemporaneous justification for the individual exercise of authority.
A decision can contain reasons while still failing to disclose the material pathway that produced the outcome.
Distributed decision-making. The Mizan research architecture identifies statutes, delegated instruments, guidance, intake rules, databases, routing, structured classifications, templates, interfaces, human review, and supervisory practice as potential parts of a modern decision path.
System-mediated administration. The reasonableness-review research distinguishes logistical support from material system influence. Reviewability becomes acute when upstream influence shapes substantive judgment but is absent from the contemporaneous record.
Record-state research. Provenance, version, effective date, amendment, supersession, contradiction, and missing-record conditions must remain distinguishable rather than being collapsed into one apparent record.
Six questions test whether public power remains capable of meaningful examination.
The inquiry does not determine whether a decision is legally correct. It examines whether the exercise of authority leaves a record capable of meaningful reconstruction and review.
Each question is a separate evidentiary inquiry. Missing authority, missing source records, incomplete procedural history, unexplained system influence, or reasons disconnected from the material record should remain visible as unresolved conditions.
The inquiry is not designed to force a score. Where minimum evidence is absent, the appropriate research conclusion may be that reconstruction is incomplete or unsupported.
Research at the point where reasons, records, systems, and public law meet.
Reasonableness Review After System-Mediated Administration
Examining what reasonableness review requires when computational systems materially influence outcomes before formal reasons are articulated.
Reconstructing Administrative Decision Pathways
Studying whether the evidentiary, procedural, institutional, and reasoning path behind a public decision can be reconstructed from the record.
Human and Computational Influence
Identifying when system involvement is merely logistical and when it materially shapes substantive judgment, attention, classification, or outcome.
Reasonableness review: asks whether material system influence is reflected in contemporaneous legal justification rather than supplied only through later technical explanation.
Decision-path reconstruction: examines source authority, provenance, procedural events, reasons, record relationships, and unresolved record conditions.
Human and computational influence: studies when system involvement merely assists administration and when it changes classification, scrutiny, evidentiary attention, timing, or the available decision path.
Reviewability is examined through law, institutional records, comparative analysis, expert scrutiny, and controlled testing.
Statutes, delegated instruments, constitutional principles, administrative law jurisprudence, and relevant legal obligations.
Court and tribunal records, oversight reports, policies, operational guidance, workflows, and procedural documentation.
Reviewability thresholds, governance structures, procedural fairness, and approaches to digitally mediated administration across jurisdictions.
Administrative law practitioners, researchers, institutional designers, oversight specialists, and technical experts.
Structured application to selected decision cohorts, disagreement tracking, refinement, and explicit disclosure of limitations.
These methodological elements are drawn from the adjacent Legitimacy Standards framework-development methodology and the Reviewability/Mizan research programme. Reviewability remains a research inquiry, not a certification or adjudicative system.
Source discipline: conclusions should remain bounded by the materials actually reviewed.
Provenance discipline: current, amended, superseded, missing, and conflicting records should not be treated as equivalent inputs.
Validation discipline: disagreements, unresolved conditions, limitations, and withheld conclusions should be recorded rather than converted into artificial certainty.
Institutional boundary: the method does not certify compliance, issue binding legal determinations, or replace courts, tribunals, oversight bodies, or professional judgment.
Law, statistical methodology, and complex-systems analysis.
The people below are drawn from the Legitimacy Standards standards-development and advisory structure. Their relevant expertise is presented here as part of the broader research environment around reviewability; formal governance and advisory roles remain entity-specific.
Mahyar Hallaj Pour
Works at the intersection of law, governance, institutional accountability, and digitally mediated decision systems, with a focus on administrative reviewability, reason-giving, procedural fairness, and institutional legitimacy.
Amir Babaeian, PhD
PhD in Statistics from the University of California San Diego. His work spans natural-language processing, machine learning, computer vision, time-series analysis, and large-scale analytical systems, with prior senior data-science roles at Roche and Accenture.
Seyed Mohsen Hosseini, PhD
Clinical Assistant Professor at Arizona State University's W. P. Carey School of Business. His work includes Bayesian networks, applied machine learning, decision-support systems, supply-chain analytics, and resilience of complex systems.
Legitimacy Standards identifies TurinTech AI as a strategic technical partner contributing capability in optimization, data efficiency, compliance-oriented tooling, and deployment readiness. Partnership does not confer governance authority or imply certification or endorsement.
The listed titles are drawn from the Legitimacy Standards standards-development and advisory structure. They are included because the expertise is relevant to reviewability research.
They should not be represented as formal Reviewability governance roles unless separately appointed and documented. Entity-specific governance must remain distinct.
Reviewability sits beside—not inside—three adjacent bodies of work.
Mizan
Research and diagnostic methodology examining governance administration and law for reviewability in digitally mediated systems.
Legitimacy Standards
Non-binding evaluative frameworks for reasoned, contestable, and reviewable public authority. Standards development is separate from research production.
Humanitan
Independent research on humanity, governance, law, technology, migration, public institutions, and institutional legitimacy.
Common founding involvement does not make these functions interchangeable. Research does not certify standards; standards do not determine legality; commercial or technical work does not control research conclusions.
Mizan: research methodology for reconstructing how authority moves through law, policy, records, procedure, systems, and human judgment.
Legitimacy Standards: separate non-binding framework-development process. It may consider research but does not convert research outputs into legal authority or certification.
Humanitan: broader independent research institute concerned with humanity, governance, law, technology, mobility, and public institutions.
For research, academic, institutional, or methodological inquiries.
reviewability.org
Reviewability is a developing public-law research initiative. It does not provide legal advice, certify compliance, adjudicate disputes, or determine the legality of individual decisions.
Appropriate inquiries include research collaboration, academic discussion, methodology review, institutional dialogue, and publication-related questions.
General website channels should not be used to submit confidential client files, personal identifiers, active litigation materials, or requests for individualized legal advice.