Pilot v1.0 · Toronto AIC Dataset

Reduce Entitlement Risk
with Precedent Analytics

PlaceMatching analyzes real Toronto municipal submission data to benchmark approval timelines, surface strategy patterns, and quantify carry cost exposure before you submit.

01

Project Input + Map

Pin your location and enter program parameters (units, GFA, storeys).

02

Location-Weighted Matching

Finds the most comparable Toronto precedents using distance decay, program alignment, and density similarity.

03

Timeline Benchmarking

P25, median, and P75 approval durations from your matched cohort (≥40% data floor).

04

Strategy Patterns

Surfaces concession patterns — height reductions, affordable commitments, parkland dedications.

05

Risk Snapshot

Appeal rates, revision cycles, and density outlier flags for your geographic cohort.

06

Carry Cost Exposure

Quantifies capital at risk during entitlement using your financing rate and cohort timeline benchmarks.

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603 Toronto AIC projects. Structured precedent intelligence.

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