Network Security

Network defense designed around paths, policies, and traffic behavior

Network security breaks when controls are treated as isolated devices. A secure network needs firewall discipline, segmentation logic, VPN governance, secure device administration, traffic visibility, IDS/IPS coverage, and response linkage.

Sampark reviews network security across perimeter rules, internal access paths, east-west movement, exposed services, remote access routes, device hardening, DNS signals, firewall events, SIEM feeds, and operational runbooks.

The focus is to reduce unnecessary exposure, limit lateral movement, improve traffic-level detection, and make network incidents actionable for response teams.

Network security with traffic-path depth and operational control

For teams that need network security to cover access paths, perimeter rules, internal segmentation, device hardening, detection signals, and incident response.

Rule-Base Discipline

Sampark reviews firewall policies for broad access, unused rules, risky ports, NAT exposure, logging gaps, change history, and owner accountability.

Segmentation That Reduces Risk

User zones, application tiers, databases, server networks, admin paths, guest networks, OT or IoT segments, and cloud routes are reviewed for lateral movement exposure.

Remote Access Governance

VPN posture is checked across MFA, split tunneling, user groups, privileged access, device posture, stale accounts, session logging, and remote administration paths.

Device Hardening Coverage

Routers, switches, gateways, firewalls, and controllers are reviewed for management access, SNMP exposure, firmware posture, ACLs, default services, and configuration backups.

Traffic and Threat Visibility

Firewall events, flow logs, DNS signals, IDS/IPS alerts, suspicious traffic, scanning behavior, brute-force attempts, and anomaly patterns are brought into operational view.

Response-Ready Operations

Network findings are converted into owner actions, rule changes, segmentation fixes, exception records, SIEM forwarding, incident runbooks, and closure evidence.

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