Bumbee Labs

Multi-method physical-visit measurement fused from three complementary sources, with cellular as the wide-area leg: (1) anonymised, aggregated 4G/5G mobile network operator data producing visitor counts and flows across whole districts, streets and open outdoor areas, origin/catchment (where visitors travel from), site-to-site travel patterns and city-scale peak/trend series; (2) Wi-Fi measurement for indoor behaviour and zone-level dwell; (3) on-site sensors for exact entrance counts. Delivered through one common API and dashboard layer, with a documented data-deliverables catalogue. Explicitly no app SDK and no device-level tracking.

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Coverage

Universe, instruments and categories.

Industry: Integrated Telecommunication ServicesApplication Software
Instruments: equities
Categories

Dataset card

Type: not stated
Format: Tabular geospatial time-series (counts, flows, catchment matrices, daypart series) delivered by API and dashboards, unified across the three measurement methods
Volume: Not published, but structurally census-scale: the input is operator network signalling across districts and cities, so the underlying event base is population-wide per covered area rather than a sample. The commercially meaningful quantities are the derived flow-matrix size (area x area x time bucket) and the number of cities/districts under contract. Request the covered-city list, the temporal grain of the flow matrices, and the operator agreements in force.
Users: N/A — B2B licensed analytics product; the measured population is the anonymised mobile-network subscriber base delivered only as aggregates, and the design identifies and tracks no individuals. Commercial denominator is venues/cities under contract, not users, and is not published.
History: not stated
Update frequency: not stated
Growth: Active, funded and technically credible — 16 staff, $4.0M raised through a Series A, an active multi-method product surface with a published method-comparison grid and a data-deliverables catalogue, and a regulatory-approval claim used as a market differentiator. A small company with real capital shipping a multi-method platform, not a concept.
Launched: Est. 2016-2018 — the organisation record for the domain predates 2019, and a Series A has already closed alongside a mature multi-method platform, implying several years of product development before the current cellular offering was packaged.
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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