Parties & Relationships
Who is connected to whom and in what role.
Legal Matters
stoiXLaw
Matter Engineering for Complex Legal Disputes
ADVANCED PRE-PRODUCTION
Architecture and core product capability are mature; final production hardening and acceptance are still in progress.
stoiXLaw transforms raw legal material — party claims, contracts, correspondence, payments, events, documents, and legal sources — into a structured Matter in which factual assertions, evidence, chronology, applicable rules, and uncertainty remain separate elements within one model.
Adaptive Inquiry identifies missing Evidence Objectives; discovered legal sources are separately qualified before use; temporal applicability preserves jurisdiction, effective period, exceptions, and the version of the rule in force.
Mandatory Counter-Position adds an adversarial layer before strategy is finalized, testing the initial position against contradictory evidence and a strong opposing case.
Matter model
Structured Matter
The dispute becomes an explicit system of relationships rather than a pile of documents.
Events & Chronology
What happened, when, and in which temporal context.
Claims & Counterclaims
Assertions remain distinct from established facts.
Evidence
Documents, records, testimony, and source qualification.
Rules & Obligations
Contracts, duties, applicable legal sources, and temporal scope.
Gaps & Uncertainty
Unknowns remain visible and drive further inquiry.
Evidence discipline
Claim ≠ Fact
Claim ≠ Fact
Document ≠ Interpretation
Discovery ≠ Qualification
Qualification ≠ Proposition Validity
Proposition Validity ≠ Domain Conclusion
A party's position remains a claim. A document remains an evidence object. Interpretation remains a separate analytical layer. Evidence gaps remain explicit.
Inquiry
Adaptive Inquiry
The system formulates Evidence Objectives around what must still be established.
Missing Fact
Which fact must be established?
Unknown Relationship
Which relationship remains unresolved?
Missing Evidence
Which evidence object is absent?
Required Source Role
Which qualified source is needed?
Source qualification
Source Bootstrap
A discovered source is a candidate, not authority.
SOURCE_GAP→DISCOVERY→QUALIFICATION→APPLICABILITY
Discovery adapters have authority NONE. Candidate source remains hypothesis until qualified.
Temporal law
Temporal Applicability
A legal source is evaluated against jurisdiction, effective period, scope, hierarchy, exceptions, and the specific Matter.
The applicable rule is the rule applicable to the event in its historical context, not merely the newest text available today.
Adversarial review
Mandatory Counter-Position
After the initial assessment, the system separately investigates a strong opposing position: contradictory evidence, alternative interpretation, exceptions, chronology weaknesses, and vulnerable claims.
The purpose is not to manufacture symmetry. It is to force the initial position to survive a serious adversarial test.
Handoff
Structured Working Dossier
Chronology
Claims & Counterclaims
Evidence Map
Obligations
Qualified Sources
Evidence Gaps
Initial Position
Counter-Position
Unresolved Questions
Legal Judgment Remains Legal Judgment
stoiXLaw structures evidence, inquiry, temporal applicability, and adversarial analysis. It does not turn discovery into authority or an analytical model into a court decision.
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