Taqtics (TimeShift)

Taqtics (TimeShift) — Store-level hourly demand-vs-coverage panel for retail and restaurant estates: hourly footfall counts, sales targets vs actual sales, operating hours, staff attendance and availability, applied labor min/max rules, and the resulting coverage-match and understaffing-risk scores per store per hour. TimeShift ingests these feeds to forecast demand and auto-build rosters, so the byproduct is an aligned hourly triple of (consumer traffic, realized revenue, labor supply) per location — plus the forecast-vs-actual residual once schedules run.. Modest on breadth, unusually high …

Taqtics (TimeShift) offers (Alternative, Fundamental, Geospatial) — Dense rather than vast: ~8,760 hourly rows per store per year across ~6 ingested metric families, so a 500-store estate yields roughly 4.4M hourly metric rows annually — each an rare aligned traffic+revenue+labor tuple. The TimeShift module's own volume is near-zero (launched 2026); the wider platform carries the accumulated history.

Store-level consumer-demand and footfall nowcasting for retail/QSR chains; same-store traffic and revenue signal for analysts covering listed retail and QSR operators; labor-cost inflation and wage-pressure tracking; retail real-estate and catchment productivity scoring; demand-forecasting model training (traffic-to-revenue-to-staffing); retail execution benchmarking; RLHF / learning-from-human-feedback corpora from manager schedule overrides

The data is with 8 years of history.

Coverage spans APAC, US; Apparel Retail, Quick-Service Restaurants; alternative, fundamental, geospatial; equities.