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Video Analytics & BI Dashboards.

Turn camera streams into a single source of truth — footfall, dwell, queue, conversion proxies, anomaly detection and facial recognition — then deliver that intelligence to your operation through enterprise-grade dashboards and integrations.

Camera-native
Built on your existing camera estate — no shopper-side hardware, no app
AI & predictive
Footfall, queue, FR, anomaly & AI-forecasting models in one stack
Reconciled
One trusted dataset — cameras, gates, Wi-Fi, POS, FR & IoT unified
SLA-backed
Enterprise availability, latency & accuracy targets stamped on every chart
Why it matters

Three outcomes that justify the entire stack.

Stylised retail intelligence dashboard showing video AI conversion rate and revenue flow visualisation.

Revenue uplift

Surface conversion-killers in real time — long queues, dead zones, understaffed peaks — and respond before the day is lost. Layer in predictive analytics and AI forecasting to anticipate demand before it materialises.

Stylised price-comparison and reconciliation dashboard representing a unified, single source of truth.

Single source of truth

Reconcile counts across cameras, gates, Wi-Fi, POS and facial recognition events so every team works off one trusted, auditable dataset.

Stylised operations dashboard with peak-time analysis, hourly transactions and site comparison.

BI & ops dashboards

Role-based views: store managers see today's actionables, ops sees the chain, the C-suite sees the trend — with AI forecasting overlays for forward-looking decisions.

Retail analytics

The signals that consistently move retail revenue.

Each module derives from your existing camera estate — no shopper-side hardware, no app, no friction.

Footfall

Entry, dwell zones and movement patterns by hour, store and aisle.

Dwell & hot-zones

Where attention concentrates — and where customers walk past.

Queue analytics

Real-time queue length and wait-time alerts so staff redeploy in seconds.

Conversion proxy

Footfall ÷ transactions, benchmarked across stores and time bands.

BI & operations dashboards

Dashboards your operators trust enough to act on.

Every signal is reconciled across sources, audited against ground truth and stamped with confidence — so the people running your floor, your network or your fleet stop second-guessing the data.

  • Role-based views (store, ops, exec)
  • Live KPIs with anomaly alerts
  • Auditable counts vs. ground truth
  • Export to Power BI, Tableau, Looker, Excel
  • SLA-backed availability
Illustrative single-source-of-truth reconciliation dashboard showing unified data sources and matched-status indicators.
Multi-source integrations

Camera data, joined to the systems that pay your bills.

Surveillance is most valuable when it stops being its own silo. We integrate count, identity and event data with the systems your operation already runs on — so your dashboards reflect reality, not a slice of it.

  • Point-of-sale (POS) reconciliation
  • Access-control & turnstile counts
  • Wi-Fi & mobile presence signals
  • Tenant / mall management systems
  • BI tooling (Power BI, Tableau, Looker)
  • ITSM, alerting and ticketing
Illustrative hub-and-spoke diagram showing cameras, POS, access control, Wi-Fi, IoT, BI and dashboards converging to a central Harvs SSOT hub.
Predictive analytics & AI forecasting

See it before it happens.

Move from reactive to proactive operations. AI forecasting models trained on your own count, transaction and event data anticipate footfall surges, staffing shortfalls, queue overflow and revenue dips — so your teams act on signals, not surprises.

Footfall forecasting

Hourly and daily forecasts per site, factoring weather, calendar, school holidays and historic patterns.

Queue & staffing prediction

Predicted queue length 30–60 minutes ahead, with recommended staffing adjustments.

Revenue forecasting

Conversion-and-basket-driven revenue forecasts versus plan, with drift detection.

Anomaly & risk prediction

Predictive alerts on operational anomalies — intrusion patterns, queue overflow, footfall collapse.

Facial recognition at large scale

Designed for big estates. Built with governance in mind.

Most facial recognition demos work. Most production deployments stall on accuracy, throughput, governance or cost. We design for all four — from day one.

Multi-target capture

Identify multiple subjects simultaneously, with gender and age estimation as supporting signals.

Edge / core hybrid

Run inference where it makes sense — at the camera, the gateway, or in the data centre.

Privacy & governance

Watch-list scoping, retention controls, audit trails and role-based access aligned with your policy.

Integration-ready

FR events stream into your access control, SOC tooling, and BI in real time.

Where it pays back

Use cases we deliver every week.

Mall & retail chain

Footfall, dwell, hot-zones, queue and conversion benchmarked across tenants and stores.

Highway & tolling

ANPR-driven access, structured incident analysis and operations dashboards for traffic control.

Logistics & depots

Vehicle flow, dwell at docks, gate exceptions and SLA monitoring across multi-site operations.

Restricted facilities

Intrusion, loitering and behaviour analytics for sensitive zones — with chain-of-custody video recall.

Smart Cities / Buildings

Crowd-flow, public-safety and operational analytics that help city operators and large building portfolios run safer, smarter and more efficient environments.

Government & enforcement

Structured CCTV analysis that compresses incident investigation time from hours to minutes.

Ready to turn cameras into measurable outcomes?

Email our team about a tailored video analytics, BI dashboard or surveillance integration plan for your operation.