Industrial Visit & NoBox.AI AI Agent Workshop with SMK Al-Madinah Bangil at PT Universal Big Data (UBIG)
PT Universal Big Data (UBIG) hosted SMK Al-Madinah Bangil for an intensive workshop on engineering autonomous NoBox.AI agents for modern workflow automation.
NoBox AI & Research Team
AI Workflow & Growth Engineers
- SMK Al-Madinah Bangil students explored LLM-based AI Agent architectures that go beyond conventional menu-driven bots.
- The workshop covered multi-step reasoning, structured knowledge base design, and automated tool triggering via webhooks.
- The industrial visit to PT Universal Big Data (UBIG) offered real insights into modern software engineering culture.
- NoBox.AI continues to empower vocational curricula with applied AI training to prepare graduates for high-demand tech roles.
1. From Rule-Based Bots to Autonomous Agentic AI
The generative AI revolution marks a clear transition from rigid, button-based chatbots to autonomous Agentic AI. To equip upcoming vocational graduates with these critical skills, PT Universal Big Data (UBIG) organized an Industrial Visit & Workshop on 'NoBox.AI AI Agent Engineering' for SMK Al-Madinah Bangil.
Gathering at Malang Creative Center (MCC), students and teachers explored AI Agent architecture: how language models reason through conversational context, make autonomous decisions, and trigger external digital tools.
“The future of software development centers on human-AI agent collaboration. Vocational students who master AI orchestration early will possess an invaluable career advantage.”
— AI Engineering Team, PT Universal Big Data
2. Hands-on Session: Knowledge Base Setup and Automated Triggers
During the interactive lab session, students from SMK Al-Madinah Bangil built AI Agents capable of handling authentic enterprise scenarios. They integrated Standard Operating Procedures (SOPs) into the NoBox.AI Knowledge Base and connected them with simulated webhook endpoints.
Through realistic role-play exercises, the agents answered technical product questions, validated customer IDs, and autonomously routed summaries into CRM pipelines.
Guided by NoBox.AI technical mentors, students understood and configured multi-turn tool calling workflows in under two hours.
3. Inside the Engineering Culture at PT Universal Big Data
The program included an office tour and a presentation on enterprise Software Development Life Cycles (SDLC) at PT Universal Big Data. Students observed how engineering teams coordinate git branches, run CI/CD deployment pipelines, and maintain rigorous data governance.
This provided a holistic perspective that building production-ready AI requires disciplined software craftsmanship and robust data architecture.
4. Preparing Young Talent for the AI-First Workforce
The visit concluded with an interactive Q&A session and a live demonstration of upcoming NoBox.AI capabilities. Educators and students expressed strong enthusiasm for continuing AI skill development tailored to industry demands.
PT Universal Big Data (UBIG) remains dedicated to opening collaborative pathways for vocational institutions, positioning NoBox.AI as a catalyst for tech talent across Indonesia.
Written By
NoBox AI & Research Team
AI Workflow & Growth Engineers
The NoBox.AI product research team is dedicated to sharing practical playbooks on business automation, agentic AI deployment, and revenue acceleration strategies.
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