GoPX.ai — Interactive Prototype

Winner / Proven

Record Owner

Plaintiff · Score +0.90

Loser / Refuted

Adverse Possessor

Defendant · Score −0.91

Trial Forecast

Plaintiff success82%

Operative facts strongly support record title and permissive use.

Summary Judgment

Likely for Plaintiff74%

Few genuine disputes remain on hostility, permission, and limitation.

Settlement Pressure

On DefendantHigh

Defendant's theory is contradicted by license and objection evidence.

Why this prediction?

Record title in plaintiff's name

Written license / permission to defendant

License renewed and permissive use continued

Plaintiff objected and filed timely suit

Hostile possession not proven

Auditable summary

This screen tells lawyers which side is likely to win, under which theory, and through which predicates, evidence, rules, and authorities. The AI separates prevailing claims and proven evidence from defeated theories and refuted positions, producing an auditable view of the legally operative facts controlling the outcome.

Issue 1: Title & Ownership Proven

Rule: Record title prevails unless defeated by adverse possession

Evidence: Sale deed in A's name

Evidence: A paid property taxes continuously

Issue 2: Permission vs. Hostility Proven

Rule: Permissive use cannot become adverse without clear repudiation

Evidence: Written license granted in 2010

Evidence: License renewed in 2016

Defeated predicate: hostility

Issue 3: Objection & Limitation Proven

Rule: Timely objection defeats continuous adverse claim

Evidence: Objection raised in 2020

Evidence: Suit filed in 2021

What moves the needle?

Remove written license−0.45

Add hostile-use evidence−0.31

Add tax records+0.22

Add objection notice+0.37

Holding Congruence

Plaintiff-favorable84%

Cases with similar facts and same outcome.

Distinguishable

Different facts12%

Similar legal issue, different controlling facts.

Adverse Authority

Risk4%

Authorities defendant may cite.

Precedent matrix

Rank	Authority	Fit	Holding Use	Operative Fact
1	Record Title Holder v. Permissive User	High	Supports plaintiff	Permission defeats hostility
2	Timely Objection Property Case	High	Supports timely suit	Objection in 2020; suit in 2021
3	Taxes and Ownership Authority	Medium	Supports ownership	Continuous tax payment
4	Open and Visible Use Case	Distinguish	Neutral / contested	Use was visible but permissive
5	Hostility Required Authority	Adverse risk	Defendant cites, plaintiff distinguishes	No hostile use proven

Venue / jurisdiction optimizer

Venue	Win Probability	Summary Judgment	Expected Duration	Expected Return	Risk
Arizona State Court	78%	63%	16–22 months	High	Medium
Federal D. Arizona	69%	58%	12–18 months	Medium	Low
Delaware Chancery	81%	70%	9–14 months	High	Low
California Superior Court	64%	49%	20–30 months	Medium	High

Venue drivers

Precedent favorability

Motion practice speed

Expected discovery burden

Judge / docket risk

Recommended filing strategy

File where precedent congruence, motion speed, and expected return are strongest, while maintaining a documented basis for venue selection and forum-related assumptions.

Budget by litigation plan

Plan	Estimated Cost	Expected Duration	Best Use	Risk
Settlement-Focused	$120K–$180K	6–10 months	Use strong operative facts to pressure early resolution	Low
Summary-Judgment Plan	$220K–$320K	10–16 months	Build record around title, permission, objection, limitation	Medium
Trial-Ready Plan	$420K–$650K	18–28 months	Prepare full evidentiary presentation if disputes remain	High

Predicted events & evidence flow

2005

Deed Executed

2010

License Granted

2016

License Renewed

2020

Objection Raised

2021

Suit Filed

Judgment

Record Owner Wins

The reasoning environment for modern litigation.

Programmable case plans

Traceable proof chains

Model-agnostic

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