People & Crowd Analytics

Understand people density, movement pressure and service bottlenecks

People movement inside offices, plants, campuses, retail spaces and public-facing facilities can change quickly. Manual observation rarely captures repeated congestion patterns, queue build-up or crowding trends with enough evidence.

Sampark helps connect camera feeds, zone rules and vision AI models to identify occupancy, directional flow, waiting behaviour and density exceptions.

The system supports alert routing, supervisor review and reporting so people analytics can be used for operational improvement, safety control and better resource planning.

People analytics designed for visibility, action and review

Sampark focuses on turning camera-based people movement into practical operational intelligence, with alerts, evidence, review flow and measurable reporting built around real site conditions.

Better Occupancy Control

Understand area-level people count and density so teams can manage capacity, safety and resource deployment.

Queue Pressure Visibility

Identify waiting build-up, delayed movement and service pressure before it becomes a customer or workforce issue.

Evidence-backed Exceptions

Attach snapshots, time, camera and zone context so crowding or queue alerts can be reviewed with clarity.

Reduced Monitoring Load

Help teams focus on exceptions rather than manually watching multiple feeds throughout the day.

Site-specific Rules

Configure thresholds by area, time, use case and operating context instead of applying one generic rule everywhere.

Trend and Action Reporting

Track peak times, repeat congestion points, response history and improvement actions for management review.

Clinical and Operational AI

Healthcare Intelligence & Automation

AI agents, NLP, and workflow intelligence for patient support, healthcare records, and hospital operations.

Clinical AI Stack

Patient Engagement AI Conversational support for patient journeys Clinical Workflow Support AI-assisted coordination across care teams Healthcare Document AI NLP extraction from records and reports Appointment & Query Automation AI agents for front-desk interactions Medical Knowledge Search RAG search across approved healthcare content Hospital Operations Insights AI detects delays, gaps, and service patterns

AI for Plants and Assets

AI for Plants, Assets & Operations

Machine learning, IoT signals, and agentic monitoring for manufacturing, maintenance, energy, and shopfloor intelligence.

Plant AI Layer

IIoT & IoT Integration AI-ready signals from machines and sensors Predictive Maintenance ML models predict early failure signals MES Intelligence AI visibility into production bottlenecks Shopfloor Monitoring Machine and operator activity intelligence Energy & Asset Insights AI detects abnormal usage and drift Plant Command View AI-assisted operational decision layer

Computer Vision AI

Computer Vision for Real-World Events

Vision AI for workplace safety, surveillance intelligence, restricted zones, movement analysis, and visual evidence workflows.

Vision AI Layer

Intelligent Video Surveillance AI detection over live camera streams Safety Violation Detection Computer vision for PPE and unsafe actions Restricted Area Monitoring AI watches mapped zones and boundaries People & Crowd Analytics Density, movement, and congestion intelligence Vehicle & Gate Intelligence AI-enabled entry and vehicle visibility Event Alerts & Evidence Visual proof for incidents and actions

Workflow and Document AI

Intelligent Workflow & Document Automation

AI agents that classify work, read documents, recommend actions, and move business processes with human control.

Agentic Workflow AI

Workflow Automation AI-guided approvals, tasks, and escalations Intelligent Task Routing AI classifies and assigns business work Document Processing OCR and NLP for document understanding Decision Support Automation AI recommendations for operational decisions Omnichannel Automation AI responses across business channels Exception Management AI detects process delays and SLA risk

Copilots and Knowledge AI

Enterprise Copilots, RAG & Knowledge AI

Enterprise-grade GenAI using approved knowledge, role-aware copilots, document intelligence, and governed AI responses.

RAG & Agents

Enterprise AI Chatbots GenAI support for customers and employees Internal Copilots Role-aware assistants for business teams Knowledge Search / RAG Answers grounded in approved documents Document Summarization LLMs convert long content into insights Business Query Assistant Ask business questions in natural language GenAI Governance Access, audit, and controlled AI behavior

Security Intelligence Layer

AI-Driven Security Operations

AI for threat correlation, anomaly detection, vulnerability prioritization, SOC/NOC assistance, and security response workflows.

AI SecOps

AI Network Security ML detects unusual traffic behavior Threat Correlation AI connects alerts, assets, and users Anomaly Detection Models identify abnormal activity patterns SOC / NOC Intelligence AI support for triage and investigation Vulnerability Intelligence Risk-based AI prioritization of exposure OT / IoT / IIoT Security AI monitoring for connected industrial assets

Forecasting and Decision AI

Forecasting, Risk & Decision Intelligence

Predictive models and GenAI summaries that surface demand signals, risk patterns, operational drift, and decision-ready insights.

Predictive AI

Demand Forecasting ML forecasts volume, demand, and pressure Pattern Discovery AI finds hidden operational trends Risk Prediction Models predict failures and delays Performance Insights AI highlights bottlenecks and gaps Asset Health Insights AI tracks condition and behavior drift Management Decision Views GenAI summaries for leadership action

Convert crowd movement into actionable operational signals

Occupancy Visibility

Movement Flow Analysis

Queue and Wait Detection

Crowding Alerts

Human Review Control

Operational Reporting

Need to monitor crowding, queues or occupancy with AI?

Understand people density, movement pressure and service bottlenecks

From camera observation to crowd insight and action

Movement Intelligence Panel

Define People Zones

Detect Movement Signals

Prioritise Exceptions

Report Improvement Trends

Want to assess people movement analytics?

People analytics designed for visibility, action and review

Better Occupancy Control

Queue Pressure Visibility

Evidence-backed Exceptions

Reduced Monitoring Load

Site-specific Rules

Trend and Action Reporting

Our Projects

Company

Contact

Email Address

Locations

+91 98734 15969

Service Areas

Digital Transformation

Application & Platform Services

Cloud, Infrastructure & Managed Services

Cybersecurity Services

Data, Automation & IoT Services

Consulting, Staffing & Dedicated Teams