Public methodology summary

Every opportunity should show its work.

A reviewable framework for transforming land, planning, development and financial evidence into comparable real estate decisions.

Methodological principles

Epistemic framework

Traceability before certainty.

The purpose of the methodology is not to make uncertainty disappear. It is to make the basis, strength and limits of each conclusion visible enough to be reviewed.

Traceability

Every material output retains a visible connection to its source, assumption and derivation.

Classification

Facts, calculations, organization inputs, model estimates and professional judgments remain distinct.

Comparability

Opportunities and scenarios are evaluated through a consistent analytical structure.

Contestability

Reviewers can verify, revise or reject inputs and observe the effect on downstream conclusions.

Analytical sequence

Reproducible workflow

Six stages connect the question to the decision record.

Each stage produces a defined output and preserves the information required by the next. Changes to an input can therefore be traced through scenarios, economics and conclusions.

PhaseMethodPrimary output

Define the decision frame

Establish geography, asset type, program, scale, return thresholds, risk tolerance and timing.

Evaluation criteria

Assemble the source record

Collect relevant parcel, planning, policy, constraint, market and organization information with provenance.

Evidence register

Normalize and qualify

Reconcile units, effective dates and geographic scope; surface conflicts, gaps and verification requirements.

Qualified inputs

Construct scenarios

Form alternative planning and physical development cases with explicit program and approval assumptions.

Comparable options

Analyze economics and risk

Connect development quantities to cost, revenue, timing, return and sensitivity assumptions.

Scenario-level cases

Compare and review

Assess strategic fit, feasibility, economics, delivery risk and evidence confidence under professional oversight.

Decision record

Evidence taxonomy

Classification protocol

Facts, calculations, assumptions, estimates and judgment should never look the same.

Material outputs are classified by their basis. Conflicting sources, missing information and interpretive requirements remain visible rather than being absorbed into an unexplained score.

Classification	Definition	Required treatment
Source fact	Directly supported by an identified authoritative or primary source.	Record authority, document or dataset, section, effective date, geographic scope and review status.
Calculated	Derived from visible inputs through a defined calculation or transformation.	Preserve inputs and method; recompute when a dependency changes.
Organization input	A customer criterion, standard, target or project-specific assumption.	Attribute ownership and version; keep editable and separate from external evidence.
Model estimate	An estimate produced from available evidence, assumptions or statistical relationships.	State confidence, dependencies and limitations; identify where verification is required.
Professional judgment	An interpretation requiring qualified planning, design, financial or other domain review.	Identify reviewer and approval status; never present the interpretation as a source fact.

Scenario and ranking methodology

Comparative analysis

Each option retains its own planning, physical, financial and approval basis.

Scenarios are not treated as interchangeable drawings. Each is a distinct development case with its own dependencies, economics, evidence confidence and review status.

Planning basis

Applicable controls, policy direction, overlays, interpretations and credible approval pathways.

Physical program

Land use, form, density, area, unit or space mix, phasing and site constraints.

Financial case

Land basis, development cost, revenue, financing, timing, return and residual assumptions.

Infrastructure & approvals

Servicing, access, utilities, public benefits, conditions and delivery dependencies.

Market & strategy

Demand, product fit, portfolio relevance, organizational criteria and timing.

Risk & confidence

Material uncertainty, source quality, sensitivity, diligence requirements and review status.

Comparative factors

Development capacity · Land basis · Program potential · Preliminary returns · Residual value · Planning complexity · Infrastructure dependency · Delivery timeline · Market fit · Strategic fit · Data confidence · Risk

Ranking factors are visible and reviewable. Proprietary weights are not published, and a ranking is a screening signal—not a substitute for an investment decision.

Validation and limitations

Quality control

Confidence depends on the evidence, the method and the review.

Validation combines provenance checks, calculation controls, scenario coherence and human review. It does not convert incomplete early-stage information into certainty.

Validation controls

Source authority, specificity, effective date and geographic scope
Unit, range and internal-consistency checks
Cross-source conflict and missing-data review
Reproducible calculations and dependency tracking
Scenario coherence across planning, physical and financial assumptions
Material assumption review and approval status

Methodological limitations

Coverage and source quality vary by market and workflow
Early-stage quantities and economics remain estimates until verified
Planning outcomes and approvals cannot be guaranteed
Market, cost and financing conditions change over time
Outputs require project-specific professional and customer review
The platform does not replace legal, planning, engineering, valuation or investment advice

Methodological position

UnlockLand supports professional judgment by making the analytical record more structured, comparable and reviewable. Final development and investment decisions remain with the customer and its appointed advisers.