THE SCIENCE & METHODOLOGY

20 years of location tech R&D

Flow bridges spatial geomarketing, mobile SDK tracking, and deterministic media attribution into a single, zero-hallucination data engine designed for both Operations and Marketing leaders.

20 Yrs
Location Data & AdTech R&D
3 Yrs
Dedicated Flow Platform Engineering
100%
Real Physical Footfall Data

Three data pillarsZero unverified assumptions.

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Precision Geolocation Signal

Continuous, non-declarative mobility streams collected via integrated smartphone SDKs to capture real movement without extrapolation. Operating software-side via aggregated flows—requiring zero physical hardware, zero IDFA, and zero personal tracking.
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Spatial Geomarketing Engine

Advanced modeling of territorial dynamics that confronts theoretical isochrones and primary/secondary catchment zones with real physical flow gravitation. It continuously maps territorial friction, structural accessibility, and local attraction dynamics across Store, Street, and Hub scopes to reveal true spatial reach.
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Deterministic Uplift Engine

Mathematical models measuring net incremental footfall through deterministic control-group isolation. Combined with a 90-day rolling window to systematically eliminate temporal market noise, filter out seasonal anomalies, and establish statistically significant long-term retention dynamics.
AI & HUMAN VALIDATION

AI speed for computation.Human expertise for safety.

Generic LLMs extrapolate spatial trends from unstructured web data. Our architecture deploys domain-specific models trained exclusively on deterministic spatial datasets to process multi-dimensional footfall matrices, generating structured qualitative narratives where every output undergoes human expert validation to guarantee absolute statistical fidelity and eliminate hallucinations.

The Human-in-the-Loop Standard
Trained on Domain Data: Models fed exclusively on spatial metrics and retail footfall history.
Automated Synthesis: Instant transformation of millions of data points into actionable executive narratives.
Mandatory Human Audit: Zero unverified reports published. Every diagnostic is audited by a geomarketing analyst before delivery.
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Privacy-by-Design & GDPR Compliance

All mobile geolocation signals are 100% anonymized, aggregated, and processed in strict compliance with European data privacy regulations. No individual device tracking.

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Statistical Significance & Long-Tail Filtering

To eliminate statistical noise, low-volume long-tail zones with insufficient footfall are systematically discarded. The analytics engine retains exclusively qualified, high-density traffic streams to guarantee absolute data reliability and eliminate false positives.