Decision Support Automation

Give decision owners better evidence before they approve, reject or escalate

Many business decisions are delayed because inputs are incomplete, policies are checked manually or reviewers do not have the right evidence in one place. This creates dependency, inconsistency and avoidable follow-ups.

Sampark helps create AI-assisted decision support flows that prepare case context, check rules, flag exceptions and suggest next actions.

The final decision remains with authorised users, while AI improves speed, consistency, traceability and reporting around the decision process.

Decision automation that supports judgement instead of replacing ownership

Sampark helps create decision support flows where AI prepares evidence, checks rules and highlights exceptions while authorised teams retain decision control.

Faster Case Review

Bring decision inputs, supporting evidence and recommendation context together before the reviewer acts.

Stronger Policy Control

Apply rule checks, eligibility conditions and approval constraints consistently across decision cases.

Clear Exception Handling

Flag missing evidence, unusual cases, policy conflicts and high-risk decisions for controlled review.

Human Accountability

Keep final approval, rejection, override and escalation decisions with authorised business users.

Traceable Decision Records

Capture recommendation, reviewer action, reason, timestamp and outcome for audit and learning.

Improvement Insights

Track approval time, repeated exceptions, override patterns and recommendation quality over time.

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

Support faster decisions with evidence, rules and review control

Decision Input Capture

Rule and Policy Checks

AI Recommendation Logic

Exception Highlighting

Human Approval Gates

Decision Reporting

Need AI support for approvals, reviews or operational decisions?

Give decision owners better evidence before they approve, reject or escalate

From case evidence to recommendation, review and decision record

Decision Review Console

Collect Decision Inputs

Score and Compare

Flag Exceptions

Record Decision Outcome

Want to assess decision support automation?

Decision automation that supports judgement instead of replacing ownership

Faster Case Review

Stronger Policy Control

Clear Exception Handling

Human Accountability

Traceable Decision Records

Improvement Insights

Our Projects

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+91 98734 15969

Service Areas

Digital Transformation

Application & Platform Services

Cloud, Infrastructure & Managed Services

Cybersecurity Services

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