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Agentic Vision PlatformCompanion Agent for Senior (MateCare)Intelligent Knowledge Base AgentCentral Monitoring System (CMS)Smart Computerized Maintenance Management System (SCMMS)Video Management System (VMS)AI-Powered Language Learning Platform (T-Talk)Agentic Document Extraction

Agentic Vision Platform

Agentic Vision Platform
Description

Description

Agentic Vision is an AI vision solution for continuous business monitoring. It detects issues in real-time and takes autonomous action from sending alerts to activating IoT devices and robots without human intervention. Deploy instantly, no complex setup, and expand use cases with natural language.

Functions

Functions

  • Dynamic Response System: Instantly detects issues and activates the right automated response based on urgency.
  • Self-Customizable System: Preloaded with ready-to-use cases that you can easily tailor or expand using natural language.
  • IoT & Robotics Integration: Works smoothly with IoT devices and robots for automated actions.
Technologies

Technologies

  • AI Frameworks: Vision-Language Model, GPT- 4v
  • Video Streaming: NVIDIA DeepStream, NVIDIA NIM, NVIDIA NeMo
  • Edge AI: Jetson Orin
Benefits and Applications

Benefits and Applications

  • Plug & Play Anywhere: Ready for factories, warehouses, buildings, and more.
  • No Pre-Training Needed: Start immediately—no data or tuning required.
  • Adaptive Intelligence: Adjusts to your environment and needs in real time.
  • IoT & Robotics Integration: Connects easily with AGVs, robots, and smart devices.

Companion Agent for Senior (MateCare)

Companion Agent for Senior (MateCare)
Description

Description

MateCare is an AI-powered, voice-first companion designed to support seniors through natural, hands-free conversations. It enhances emotional well-being, manages personalized daily routines, and provides real-time safety monitoring through vocal distress detection. The solution improves independence for seniors while reducing operational burden for caregivers and enterprise care facilities.

Functions

Functions

  • Empathetic Voice Companion
    • 24/7 conversational agent offering emotional support and reducing loneliness.
    • Initiates proactive check-ins and personalized engagement.
  • Personalized Routine Management
    • Conversational reminders for medication, meals, hydration, and exercise.
    • Helps seniors maintain consistent health routines with higher adherence.
  • Intelligent Safety Monitoring
    • Detects distress keywords or vocal cues and automatically triggers SOS to caregivers.
    • Provides continuous peace of mind for families and care providers. 
Technologies

Technologies

  • Voice & Core AI: Integrates Whisper ASR, F5/ElevenLabs TTS, GPT-4o/Llama 3 for natural, bidirectional interaction.
  • Intelligent Retrieval: Uses RAG with Vector/SQL DBs, layered prompt engineering for precise, context-aware responses.
  • Backend & Proactivity: High-performance FastAPI/gRPC architecture with WorkManager for background tasks, local caching.
  • Connectivity & Tools: Leverages the MCP Framework, MQTT/REST bridges to execute actions and integrate external systems.
Benefits and Applications

Benefits and Applications

  • Enhanced Emotional Well-being: Reduces loneliness through constant, empathetic conversation.
  • Better Health Outcomes: Increases medication & routine adherence with proactive reminders.
  • Continuous Safety Assurance: Real-time distress detection and automatic SOS response.
  • Optimized Staff Efficiency: Reduces non-critical workload for caregivers in enterprise environments.
  • Zero Learning Curve: 100% voice-first, no technical skills required by seniors.

Intelligent Knowledge Base Agent

Intelligent Knowledge Base Agent
Description

Description

The Intelligent Knowledge Base Agent is an enterprise-grade AI platform that centralizes organizational knowledge and transforms it into an intelligent, searchable, and interactive system. Built on a robust Retrieval-Augmented Generation (RAG) architecture, the solution integrates internal repositories, enterprise documentation systems, and customer-facing content into a unified knowledge hub. It supports both internal operational teams (support, sales, engineering, HR, compliance) and external customer experiences, enabling scalable knowledge delivery across the organization without requiring any model training.

Functions

Functions

  • Enterprise Knowledge Integration: Unified ingestion and synchronization across Confluence, SharePoint, Jira, product manuals, SOPs, customer FAQs.
  • Business-Unit AI Agent Customization: Tailored agent creation for Support, Sales, HR, Compliance, and other departments with workflow-aligned permission controls.
  • Automated Knowledge Governance: Version management, access control, citation tracking, and audit logging for accuracy and regulatory compliance.
  • Continuous Learning & Optimization: Response evaluation using feedback signals, retrieval analytics, LLM scoring, and periodic re-indexing/QA reinforcement.
  • Multi-Channel Deployment: Integrated delivery across web portals, internal helpdesks, Slack/Teams, dashboard widgets, mobile apps, customer websites.
Technologies

Technologies

  • AI & Backend: Python, FastAPI/Flask, LLMs (OpenAI, Anthropic, Google), Elasticsearch, Redis, PostgreSQL
  • RAG Pipeline: Advanced embeddings, hybrid search, reranking models, knowledge graph expansion
  • Frontend: React, Ant Design, Zustand, ECharts
  • Infrastructure: Docker, Ubuntu, REST APIs, role-based access control
  • Tools & QA: Git, promptfoo.dev, automated retrieval evaluation, observability dashboards
Benefits and Applications

Benefits and Applications

  • Enterprise-Wide Knowledge Delivery: Unified knowledge access providing fast, consistent, cross-department answers.
  • Instant Deployment / No-Training Startup: Ready-to-use RAG workflow delivering grounded responses immediately.
  • Large-Scale Organization Readiness: Support for multi-GB documents, multilingual content, and complex enterprise hierarchies.
  • Secure, Permission-Aware Intelligence: Role-based access, auditability, and compliance support for regulated environments.
  • Customer-Facing Enablement: Enhanced support portals, automated FAQs, intelligent chatbots, and accelerated user onboarding.

Central Monitoring System (CMS)

Central Monitoring System (CMS)
Description

Description

Central Management System (CMS) is a comprehensive platform that seamlessly integrates real-time monitoring, intelligent alert management, and advanced data analytics. By centralizing security and operational control across multiple distributed locations, it empowers organizations to detect incidents instantly, respond faster, and optimize overall efficiency.

Functions

Functions

  • Live Map Monitoring: Visualize the precise location and operational status of all assets in real-time on an interactive map.
  • Alert Management: Centralize all incoming alerts, verify them with integrated video, and take immediate action.
  • Location Management: Maintain a comprehensive directory of all sites, complete with addresses, manager contacts, and coordinates.
  • Device Management: Monitor the real-time connectivity, health, and alarm status of all integrated hardware devices.
  • User & Permission Control: Define strict access controls to determine exactly who can view data and perform specific actions.
  • Reporting & Analytics: Analyze historical data through intuitive dashboards to gain actionable operational insights.
Technologies

Technologies

  • Frontend / UI: ReactJS, VueJS
  • Backend / API: Java Spring Boot
  • Database: PostgreSQL, MongoDB
  • Real-time Communication: WebSockets, MQTT protocol
  • Mapping Service: Google Maps Platform, Mapbox API
Benefits & Applications

Benefits & Applications

  • 85% Reduction in Security Risks: Proactive threat detection and immediate response capabilities significantly mitigate potential damages before they escalate.
  • 60% Time Savings: Streamline daily operations through automated monitoring and one-click reporting, drastically reducing manual administrative tasks.
  • 40% Increase in Staff Efficiency: Enhance workforce productivity by optimizing the deployment of security guards and operational staff based on real-time needs.
  • 50% Cost Savings: Achieve significant financial savings by lowering operational overhead and maintenance costs compared to fragmented legacy systems.

Smart Computerized Maintenance Management System (SCMMS)

Smart Computerized Maintenance Management System (SCMMS)
Description

Description

SCMMS transforms industrial asset management by synthesizing real-time IoT data with advanced AI to shift operations from reactive repairs to autonomous reliability. Acting as the factory's central nervous system, it integrates Digital Twin visualization and Blockchain security to predict failures, optimize lifecycle costs, and ensure continuous operational excellence.

Functions

Functions

  • Dashboard Overview: Provide real-time visibility into equipment status, tracking activity, and displaying key cost efficiency metrics for immediate operational insight.
  • Equipment Management & OEE: Manage the comprehensive lifecycle of machinery, combining detailed asset profiling with real-time OEE analysis and condition monitoring to ensure optimal performance.
  • Maintenance Management: Streamline the entire maintenance workflow by managing schedules, executing verified work orders, and efficiently assigning tasks to the appropriate technicians.
  • Inventory Management: Optimize spare parts availability through precise stock tracking, automatic low-stock alerting based on thresholds, and integrated supplier management.
  • 3D Factory Layout & Digital Twin: Offer an immersive virtual replica of the factory floor for real-time status visualization and remote inspection of physical assets without on-site presence.
  • Blockchain Iot Dashboard: Ensure the security and integrity of the IoT network by monitoring device connections, managing firmware updates, and verifying data through immutable blockchain logs.
  • AI Knowledge Center: Act as an intelligent repository, analyzing historical data to identify failure patterns while centrally managing technical documentation for workforce training.
  • Reports & Analytics: Enhance data-driven decision-making through visual performance trends, detailed maintenance breakdown analysis, and customizable reporting capabilities.
  • AI Assistant: Facilitate hands-free operation and instant information retrieval by allowing technicians to interact with the system using natural language voice or text commands.
Technologies

Technologies

  • Frontend Framework: React.js, Next.js, Tailwind CSS
  • Backend Services: Java Spring Boot
  • AI & Machine Learning: TensorFlow, PyTorch, Scikit-learn
  • Database: PostgreSQL, InfluxDB
  • Blockchain: Hyperledger Fabric
  • IoT Protocols: MQTT, CoAP, WebSocket
  • 3D Visualization & Digital Twin: Three.js, WebGL
  • Cloud Infrastructure: AWS / Azure, Docker, Kubernetes
Benefits & Applications

Benefits & Applications

  • Increase Efficiency: Optimize production workflows and eliminate bottlenecks with intelligent scheduling and resource allocation to boost efficiency by up to 35%.
  • Reduce Operating Costs: Minimize waste, optimize inventory levels, and improve resource utilization across your manufacturing operations to save an average of $250K/year.
  • Faster Time-to-Market: Accelerate production cycles by 50% with optimized planning, quality control, and streamlined workflows.
  • Improve Quality: Achieve consistent product quality with integrated quality control and continuous improvement processes, maintaining a 99.5% quality rate.

Video Management System (VMS)

Video Management System (VMS)
Description

Description

VMS is an AI-powered safety system that automatically detects critical hazards like potential collisions, PPE non-compliance, vehicle speeding, unauthorized phone usage, and restricted zone intrusions. With 24/7 monitoring and sub-1 second response times, it proactively prevents accidents, ensuring comprehensive control over personnel and assets while optimizing operational efficiency.

Functions

Functions

  • AI-Powered Safety Monitoring: Utilize AI to identify safety violations and unsafe behaviours including PPE non-compliance, collision risks, speeding, and unauthorized mobile phone use.
  • Access Control: Manage authorized entry and track personnel movement through biometric verification and virtual fencing.
  • Camera Management: Monitor device health, configure AI services, and view live video feeds across the facility via a centralized hub.
  • Zone Management: Define physical areas and enforce location-specific safety protocols and restrictions using an interactive digital mapping tool.
  • Alert Center: Consolidate all safety alerts for real-time verification, incident management, and detailed compliance auditing.
  • Analytics & Reporting: Provide data-driven reports and visualization of safety KPIs, risk assessments, and operational trends for continuous improvement.
Technologies

Technologies

  • AI & Computer Vision: Python, PyTorch, TensorFlow, YOLOv8, OpenCV
  • Backend: Java Spring Boot
  • Frontend: ReactJS, Next.js, VueJS
  • Mobile App: Flutter, React Native
  • Database: PostgreSQL, MongoDB, Redis
  • Streaming & Real-time: WebRTC, RTSP, MQTT
  • Infrastructure & DevOps: Docker, Kubernetes, AWS/Azure
Benefits & Applications

Benefits & Applications

  • Accident Reduction: Achieve up to 90% reduction in workplace accidents through proactive and immediate alerting mechanisms.
  • Safety Compliance 100%: Guarantees continuous compliance with safety regulations (PPE, speed limits) via automatic, objective monitoring.
  • Rapid Response: Sub-1 second detection and alert delivery time (<1s), enabling intervention before an incident escalates.

AI-Powered Language Learning Platform (T-Talk)

AI-Powered Language Learning Platform (T-Talk)
Description

Description

An AI-powered language learning platform that understands your level, adapts to your learning style, and helps you practice with real-world conversations and instant feedback - all guided by an always-on AI language tutor at every step of your journey. 

Functions

Functions

  • Smart Level Assessment: Know where you stand with a smart assessment that identifies your level, gaps, and goals.
  • Personalized Learning Path: Learn through lessons that adapt to your style, goals, and level - guided by your performance and progress.
  • AI Conversation Role-Plays: Practice real-world conversations with AI guidance.  
  • Instant Speech Feedback: Improve clarity and fluency with real-time feedback on pronunciation, pacing, tone, and rhythm.
  • AI Language and Assistant Tutor: Get 24/7 support from an AI that acts like a personal coach - tracking progress, offering tips, and guiding next steps 
Technologies

Technologies

  • Cloud & Edge Computing: Azure  
  • AI techniques: Azure Speech Avatar, OpenAI (GPT-4o), OpenAI Whisper, LangChain, FastAPI, Python, Milvus
  • Database: PostgreSQL
  • Backend: C#, .NET, Umbraco
  • Frontend: ReactJS, Angular, PrimeNG  
Benefits & Applications

Benefits & Applications

  • Know Exactly Where You Stand: Automate level assessments and reduce manual onboarding effort.
  • Learn the Way That Works for You: Deliver adaptive learning tailored to each user’s goals and style for better engagement.
  • Practice with Real-world Scenarios: Simulate job-specific conversations to accelerate real-life communication skills with instant feedback
  • Get Instant Feedback: Receive real-time guidance on pronunciation, tone, pacing, and fluency.
  • Get Support Every Step: Ensure continuous progress with real-time AI tutor guidance and smart alerts  

Agentic Document Extraction

Agentic Document Extraction
Description

Description

TMA Document Intelligence enables faster, smarter, and more accurate document processing by leveraging multi-modal AI, self-learning agents, and business-driven configuration. It empowers non-technical users to define complex logic using natural language, streamlining operations and significantly reducing manual effort.

Functions

  • Semantic Document Understanding: AI agents deliver high-accuracy data extraction, going beyond basic OCR.
  • Intelligent Integration & Data Enhancement: AI automatically generates schemas, maps fields, and performs essential data validation and transformation, rapidly integrating accurate documents into business systems.
  • Runbook Logic Definition: Empower business users to define complex business logic and agent workflows using natural language and visual tools, making automation highly adaptable and accessible without coding.
  • Multi-Modal Extraction: Extract structured data from any document type or input format.
  • Adaptive Learning (Human-in-the-Loop): Continuously evolving AI scales confidently based on human feedback.
  • Workflow Orchestration: Manage and control the entire document process, from task assignment to completion. 
Technologies

Technologies

  • Infrastructure: MongoDB, Redis, PostgreSQL, MindsDB, Kafka & Flink
  • Application: React, Nextjs, TailwindCSS, Python FastAPI
  • AI Technology/Framework: LLMs/MLLMs, LangGraph, AI Agent/Multi-Agent, Agentic Automation, MCP
  • DevOps: Docker, Gitlab CI 
Benefits & Applications

Benefits & Applications

  • Accelerated Efficiency: Automate manual tasks to boost speed and free your team for high-value work.
  • Maximum Accuracy & Quality: Extract data with up to 100% accuracy, including reliable data validation and transformation, powered by multi-AI architecture.
  • Actionable Data: Turn unstructured documents into accurate, ready-to-use data that drives decisions and impact.
  • Rapid ROI: Achieve fast returns through business-driven configuration (quick deployment) and seamless integration with existing systems.
  • Full Control & Visibility: Gain end-to-end control over the entire document lifecycle on one platform.
  • Business Agility: Enable fast adaptation and scalable operations for a constantly changing market by allowing easy updates to business rules via natural language. 
TMA Solutions
TMA Solutions, a trusted software outsourcing partner from Vietnam, combines AI expertise and technology excellence to drive business success worldwide.
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