iQ Agent: Enterprise AI Intelligence Platform for Data-Driven Organizations
Connect data across departments, automate insights, and support faster enterprise-wide decisions
Modern organizations generate data from many departments, systems, and business processes. Data may come from ERP, CRM, HR, finance, operations, IoT devices, databases, files, applications, and APIs. However, the real challenge is not only having data. The real challenge is turning scattered data into connected intelligence that helps teams and management make better decisions faster.
iQ Agent is an enterprise AI intelligence platform designed to help large organizations connect data across departments, manage performance, automate insights, and support faster decisions. It helps organizations move from disconnected reports and manual analysis to a more intelligent, connected, and action-oriented way of working.
What is iQ Agent?
iQ Agent is an enterprise AI intelligence platform for organizations that need to manage data, performance, risks, forecasts, dashboards, and decision workflows across many departments and business units.
It is not only an AI chatbot or a dashboard tool. iQ Agent helps organizations connect enterprise data, analyze what matters, generate insights, support predictions, and deliver information in a form that teams can use in daily operations.
The platform supports four key areas:
Data Intelligence
Connect and understand enterprise data across departments, systems, and data sources.
AI Analytics
Analyze patterns, risks, root causes, anomalies, and forecasts to help organizations understand what happened, why it happened, and what may happen next.
Operational Support
Turn insights into dashboards, alerts, APIs, and workflows that can support real business operations.
Management Visibility
Support executives and teams with clear, connected information for better enterprise-wide visibility.
Why Organizations Need iQ Agent
Large organizations do not have only one data problem. They have many connected decision problems.
Each department often has its own systems, metrics, processes, and reports. Sales may use CRM. Finance may use accounting and budgeting systems. Operations may use production, service, or workflow systems. HR may manage workforce data. Management may need to see everything together in one connected view.
The challenge is that management needs to understand what is happening, why it is happening, what may happen next, and what action should be taken.
Fragmented Systems
ERP, CRM, HR, finance, operations, IoT, files, and applications are often disconnected. This makes it difficult to see the full picture across the organization.
Manual Reporting
Teams spend too much time collecting, checking, and preparing data instead of focusing on improving performance.
Slow Decisions
Management may receive reports only after the issue has already happened, making it harder to respond in time.
Knowledge Silos
Critical insights often stay with individuals or departments instead of becoming shared organizational knowledge.
From Departmental Data to Enterprise Intelligence
iQ Agent helps organizations transform departmental data into enterprise-wide intelligence through a simple and practical flow.
1. Connect
Bring together data from departments, systems, databases, files, devices, and APIs.
2. Prepare
Clean, combine, and structure data so it is ready for analysis and daily use.
3. Analyze
Find relationships, root causes, performance drivers, and anomalies across connected data.
4. Predict
Forecast trends, demand, risks, workloads, and operational changes to help organizations prepare in advance.
5. Act
Deliver dashboards, reports, alerts, APIs, and recommendations to help teams turn insights into action.
Key Capabilities
Enterprise Search and AI Chat
iQ Agent allows users to ask questions, search information, and summarize connected data using natural language. This helps business users, management teams, and operational teams access information more easily without needing to manually search across multiple systems.
Multi-Source Data Connectivity
The platform can connect to multiple data sources such as databases, files, IoT data, web applications, and APIs. This helps organizations bring different sources of data into one connected intelligence layer.
Automated Data Preparation
iQ Agent helps clean, combine, and prepare data automatically. This reduces manual data preparation work and helps teams spend more time analyzing and improving performance.
Root Cause and Correlation Analysis
The platform helps analyze relationships across departments and systems to identify what truly drives problems. Instead of looking only at final results, organizations can investigate the root causes behind performance changes, risks, or operational issues.
Prediction and Forecasting
iQ Agent supports forecasting and prediction use cases such as demand, cost, risk, workload, energy usage, sales, operational performance, and future trends.
Dashboards and Reports
The platform helps generate dashboards, summaries, and management views so executives and teams can monitor performance with clear and connected information.
API and Workflow Integration
Insights and model outputs can be delivered through APIs, alerts, dashboards, and workflows. This helps organizations move from analysis to real operational usage.
Flexible Deployment
iQ Agent can be designed based on each customer’s industry, security policy, data sensitivity, integration scope, and infrastructure readiness.
Built for Enterprise-Wide Management
iQ Agent is designed to support the whole organization, not just one department or one use case.
Executives
Executives can monitor performance, risks, forecasts, and strategic KPIs in one connected view.
Operations Teams
Operations teams can track daily performance, bottlenecks, workload, resource usage, and operational changes.
Finance Teams
Finance teams can analyze cost drivers, revenue trends, budget variance, and financial performance connected with operational data.
Sales and Service Teams
Sales and service teams can better understand customer demand, pipeline trends, service performance, and customer-related data.
HR and Workforce Teams
HR teams can analyze workload, skill gaps, productivity, and workforce planning.
IT and Data Teams
IT and data teams can manage connectors, data pipelines, deployment, and integration across systems.
Use Cases Across Industries
iQ Agent is built for organizations across many industries. It is not limited to factories or manufacturing environments. The platform can be adapted to different business domains based on available data, business processes, and decision-making needs.
Manufacturing
Analyze production quality, defect root causes, machine performance, downtime, energy usage, and OEE insights.
Retail and Distribution
Analyze sales performance, inventory movement, demand forecasting, customer behavior, and branch performance.
Logistics and Supply Chain
Track delivery performance, warehouse workload, route efficiency, bottlenecks, inventory risks, and operational efficiency.
Energy and Utilities
Analyze energy consumption, anomalies, peak load, tariff impact, operational risks, and energy usage forecasts.
Healthcare and Services
Analyze operational workload, cost, service demand, resource planning, and management reports.
Smart Buildings
Monitor facility performance, occupancy, maintenance needs, energy usage, and operational efficiency.
Finance and Insurance
Analyze risk signals, portfolio trends, operational performance, and predictive indicators.
Public Sector and Education
Track program performance, budget usage, service efficiency, and management-level reporting.
Reliable Analysis, Not Guesswork
iQ Agent focuses on reliable analysis based on proven models, not guesswork. The platform is designed to support model-based logic, using mathematical, statistical, and data-driven methods to generate analysis and forecasts.
This helps organizations use AI more confidently, especially when decisions involve operations, finance, risk, resources, performance management, or strategic planning.
Secure by Design
For organizations that care about data security, iQ Agent can be designed with a secure architecture that keeps raw or sensitive data inside the organization.
The system can send only natural language prompts for LLM interpretation and avoid sending raw or sensitive data outside the organization.
This approach allows organizations to benefit from AI while maintaining stronger control over enterprise data.
Deployment Options
On-Premises
Suitable for organizations with strict data control, local infrastructure, or internal security policies.
Cloud
Suitable for organizations that need scalability, centralized access, and lower infrastructure maintenance.
Hybrid
Suitable for organizations that need local data control together with cloud-based AI or cross-site analytics.
iQ Agent Package Options
iQ Agent offers flexible packages for different levels of data analysis, AI operations, dashboarding, and decision support.
iQ Insight
Best for: Teams that want to start with AI data Q&A and simple insights.
iQ Insight includes AI Chat Agent, Data Source Connector, Natural Language Chat & Search, Basic Data Analysis, Chart / Table / Summary Generation, 1 Data Source, and 2,000 AI Credits per month.
iQ Detective
Best for: Teams that need predictive analytics, risk detection, anomaly detection, and root cause analysis.
iQ Detective includes AI Chat Agent, Data Source Connector, AutoLab, Advanced Data Analysis, Classification, Regression, Forecasting, Anomaly Detection & Root Cause Analysis, Explainable AI, 3 Active Models with API Access, Batch Prediction, 2 Data Sources, and 4,000 AI Credits per month.
iQ Command Center
Best for: Teams that need dashboards, screen control, and management displays.
iQ Command Center includes AI Chat Agent, Data Source Connector, Display Management, Basic Data Analysis, Full Dashboard Builder, Multi-Screen Control, 10 Screens, 2 Data Sources, and 3,000 AI Credits per month.
iQ Operations Suite
Best for: Organizations that need full platform capabilities.
iQ Operations Suite combines AI Chat, Data Connectivity, AutoLab, Advanced Data Analysis, Full Dashboard Builder, Explainable AI, 5 Active Models with API Access, 15 Screens, 4 Data Sources, and 8,000 AI Credits per month.
Industrial Solution: iQ Agent for GENESIS64™
For industrial automation environments, iQ Agent can extend GENESIS64™ with AI-powered analysis, natural-language data interaction, anomaly detection, root cause analysis, prediction, and management dashboards.
This solution is suitable for organizations that want to connect SCADA, HMI, and industrial data with AI capabilities to support operational analysis, forecasting, root cause investigation, and management visibility.
Start Small, Expand Enterprise-Wide
Organizations can start with one high-value department or use case, such as energy management, sales forecasting, quality analysis, operational dashboards, or executive reporting.
Once the first use case creates measurable value, iQ Agent can expand across more departments, data sources, workflows, and business units.
This approach helps organizations adopt AI step by step while building a connected foundation for enterprise-wide intelligence.
Why AsTech
AsTech develops AI solutions for organizations that want to apply AI to real business and operational challenges.
With experience in AI, data intelligence, dashboards, workflows, computer vision, and system integration, AsTech helps organizations design, deploy, and scale AI solutions based on their business goals and industry requirements.
iQ Agent is more than a data analysis tool. It is an enterprise AI intelligence platform that helps organizations connect information, automate insights, support teams, and enable faster decisions across the business.
Call to Action
Ready to Build Enterprise-Wide Intelligence?
Turn data from departments, systems, and business processes into insights, predictions, dashboards, and actions that support real enterprise management.
Contact AsTech to explore how iQ Agent can support your organization.
As a Service Technology Co., Ltd.
Website: www.as-tech.co.th
Email: contact@as-tech.co.th