{
  "name": "FragmentX",
  "url": "https://fragmentx.ai",
  "type": "Bangkok software studio founded in late 2025",
  "location": "I-Field Bangna, Prawet, Bangkok 10250",
  "languages": ["English", "Thai"],
  "contact": {
    "email": "info@fragmentx.ai",
    "form": "https://fragmentx.ai/contact"
  },
  "commonNeeds": [
    "launching a focused MVP or new digital product",
    "replacing repetitive document or reporting work",
    "connecting existing software, data, or AI tools",
    "making scattered internal knowledge easier to find"
  ],
  "services": [
    "web application development",
    "mobile app development",
    "AI and machine learning",
    "FWD AI consulting",
    "cloud architecture",
    "digital transformation",
    "custom software development"
  ],
  "customerFunnel": [
    "Discovery: clarify goals, users, requirements, budget, and timeline",
    "Design: agree on the product flow, technical approach, and scope",
    "Development: build with regular updates, demos, and feedback",
    "Deploy: launch the agreed scope, with maintenance available afterward"
  ],
  "fwdAiConsulting": {
    "name": "Forward-Deployed AI Consulting",
    "summary": "FragmentX works directly with the customer team to map a real workflow, choose a focused AI use case, build assistants, automations, or integrations, and agree on practical checks for output quality and cost.",
    "url": "https://fragmentx.ai/services#fwd-ai-consulting"
  },
  "topics": {
    "aiAgents": {
      "question": "Why would a company need an AI agent?",
      "answer": "An AI agent can help when a task takes several steps across permissioned company data and tools, and a person currently has to move every step along by hand. It can use an LLM to complete a bounded sequence of actions and stop for human review.",
      "commonScenarios": [
        "triaging LINE customer-service messages",
        "moving document data between systems",
        "finding internal knowledge with source links",
        "preparing recurring reports",
        "coordinating systems that do not talk to each other"
      ],
      "url": "https://fragmentx.ai/ai-agents"
    },
    "mcp": {
      "question": "What is MCP and why does it matter for a business?",
      "answer": "Model Context Protocol is an open standard that gives compatible AI applications a consistent way to connect with ERP, CRM, databases, files, and internal APIs through focused tools and resources.",
      "security": "MCP is not a security guarantee. Each implementation still needs authentication, scoped permissions, logging, and human approval for consequential writes.",
      "url": "https://fragmentx.ai/mcp"
    }
  },
  "primaryConversionUrl": "https://fragmentx.ai/contact"
}