"We have new business ideas, but validation takes too much time and money." "We want to quickly build prototypes and gauge market response." Using LLM-powered rapid prototyping, we dramatically shorten the hypothesis validation cycle.
Rapidly validate your business hypotheses
Product development takes over six months, only to discover after launch that it doesn't meet market needs. The hypothesis validation cycle is far too slow.
You're planning new services using LLM and RAG, but lack internal AI development expertise, leaving technology selection and implementation direction undecided.
You want to validate with a prototype before making a large-scale development investment, but don't know how to build a quality PoC within a limited budget.
The best products and services for this challenge
Build safe generative AI environments leveraging your internal data, delivering AI assistants and workflow automation directly linked to business improvement.
Build AI assistants that generate accurate answers based on your internal data.
Automate routine tasks like meeting minutes, report generation, and data analysis with AI.
Start with a small PoC and gradually scale. Verify cost-effectiveness before transitioning to production.
Support in-house system development leveraging AI technology. Provide consistent development support from PoC to production environments.
Dramatically improve development speed with AI code completion and test automation.
Systematically acquire AI-driven development skills through e-learning formats.
Break free from external dependency and build an internal team capable of continuous AI development.
Customer success stories and development projects
Challenge
Product documentation and internal knowledge were scattered, slowing onboarding for new employees.
Solution
Built a RAG system to make internal knowledge searchable and AI-accessible in natural language.
Result
New employee onboarding reduced from 3 months to 1 month
Challenge
Urgently needed to move in-person training online, but the existing LMS lacked video streaming and AI capabilities, leading to high dropout rates.
Solution
Built an AI-powered LMS with HLS video streaming, AI learning progress tracking, and drag & drop curriculum design.
Result
Course completion rate improved from 45% to 78%. Training content production time reduced by 50%
Challenge
Warehouse management, dispatching, and invoice processing were all manual, causing chronic human errors and overtime.
Solution
Built an AI workflow automation platform integrating multiple AI providers to automate business processes.
Result
70% reduction in processing time. Monthly human errors reduced to nearly zero
Challenge
Manual journal entry input for 200 client companies, with over 100 hours of monthly overtime during peak season.
Solution
Built an accounting system with RAG-powered AI journal entry suggestions, automatically recommending optimal account categories from historical data.
Result
65% reduction in journal entry time. Peak season overtime reduced to under 20 hours/month
Challenge
Recruitment market analysis was done manually, spending 20 hours per week from data collection to report generation.
Solution
Built an AI recruitment analytics platform automating job data collection, structuring, and competitive analysis.
Result
Report generation automated: 20 hours/week reduced to 2 hours. Data coverage expanded 3x
Challenge
Video content production and delivery took 2 weeks per video, with manual subtitle and chapter creation as the bottleneck.
Solution
Built a video management system integrating HLS streaming with AI transcription and automatic chapter generation.
Result
Video publication lead time reduced from 2 weeks to 3 days. AI subtitle accuracy over 95%
An online learning platform powered by AI. Integrates HLS video streaming, rich text editor, learning progress tracking, and certificate issuance. The admin dashboard provides course creation, user management, and drag & drop curriculum design.
A next-generation subscription-based learning management system with RAG (Retrieval Augmented Generation) and advanced assessment capabilities. Admin panel provides user/subscription management and email campaigns.
A multi-step workflow automation platform integrating multiple AI providers. Enterprise-grade infrastructure with scheduled execution, conditional branching, and error handling with retries.
Integration platform for Dify AI workflows. Seamlessly embeds AI workflows into business systems through MCP (Model Context Protocol) support, JWT authentication, and webhook integration.
With LLM-powered rapid prototyping, we shorten your hypothesis validation cycle. Tell us about your idea first.
Free consultation. We'll respond within 24 hours.