GenAI PoC Development

Miichisoft delivers cutting-edge Generative AI PoC development services,
empowering businesses to accelerate digital transformation from concept to implementation.

AI Co-creation Service

Turn Your Ideas Into
Reality, Fast

We Think, AI Builds, We Refine

Our GenAI specialists guide you from prototype to production
with a dedicated team. Powered by Multi-Agent, RAG 2.0,
and Voice AI – the latest 2025 technologies.

2 Weeks
Fastest PoC

10+ Years
Experience

40-60%
Cost Savings

GenAI PoC Development Flow

💡
Discovery
Identify

🔧
PoC
Prototype

🚀
Production
Go Live

🤖
Multi-Agent
AI Collaboration

📚
RAG 2.0
Smart Search

🎙️
Voice AI
Voice Interface

Sound Familiar?

95% of enterprises fail to achieve the expected ROI from their GenAI PoC projects

🤔

Unsure What AI Can Do

You use ChatGPT, but struggle to envision how AI can transform your specific business operations.

📊 68% of companies say “we don’t see the need.”

🚧

PoC Built, But Stuck There

Your prototype works, but you don’t know how to deploy it to production or set up operations.

📊 Only 5% of PoCs make it to production

👥

No AI Talent In-House

You want to hire AI engineers, but the talent shortage makes it nearly impossible to do so.

📊 789,000 AI talent gap projected by 2030

Need to Move Fast

Competitors are making moves. You need to validate quickly, but lack development resources.

📊 Enterprise decisions take 9+ months

💰

Want Quality Without Breaking the Bank

Local vendors are expensive, but you refuse to compromise on quality.

📊 AI engineers cost $10-20K/month locally

🎯

Don’t Want It to End at PoC

You’re looking for real, measurable business impact – not just a “we tried it” experiment that stops at proof of concept.

📊 Successful companies build continuous improvement.

Our Approach

We Think, AI Builds, We Refine

AI is a powerful tool, but human insight and execution create real value.
We deeply understand your business challenges and design optimal AI solutions.
We don’t stop at PoC – we take full responsibility through production and operations.

1

We Think

Think

Identify the core business problem and determine if AI is the right solution. Design use cases and assess feasibility.

2

AI Builds

Build

Rapid prototyping with cutting-edge technology. Select an optimal tech stack from Multi-Agent, RAG 2.0, and Voice AI.

3

We Refine

Polish

Enhance quality through real user feedback, optimize for production use, and establish continuous improvement cycles.

Powered by 2025’s Latest AI Tech

Technology stack aligned with PwC’s “Four Trends” for enterprise AI adoption.

🤖

Multi-Agent Systems

2025 Trend

Multiple AI agents collaborate to autonomously execute complex tasks. LangGraph-based design with human-in-the-loop for safe operation.

LangGraph
CrewAI
AutoGen
Human-in-the-Loop

📚

Advanced RAG (RAG 2.0)

High Accuracy

Next-generation document search and answer generation. GraphRAG and Agentic RAG improve accuracy by 40-80%.

GraphRAG
Agentic RAG
Corrective RAG
Hybrid Search

🎙️

Voice AI

Multi-language

Automate call centers and help desks with voice AI. Natural conversation with sub-300ms latency.

OpenAI Realtime API
ElevenLabs
Twilio

🔗

MCP (Model Context Protocol)

Industry Standard

Connect AI with your internal systems via standard protocol. Adopted by Google, Microsoft, and OpenAI.

Anthropic MCP
System Integration
Tool Use

GenAI Applications

Specialized use cases powered by generative AI

📄

Enterprise Knowledge Search

RAG-powered search and summarization for internal documents.

📅 4-6 weeks
70% faster

💬

AI Chatbot

Automate first-line support for customers and internal help desks with high-accuracy responses.

📅 2-4 weeks
60% automation

🎙️

Voice AI Call Center

Automate first-line phone support with voice AI. Enable 24/7 service with consistent quality.

📅 6-8 weeks
39% time cut

🤖

Multi-Agent Automation

Automate complex multi-step workflows such as research → analysis → report creation.

📅 6-10 weeks
50% efficiency

✍️

Content Generation

Auto-generate product descriptions, reports, and proposal drafts with your brand voice.

📅 2-3 weeks
80% time saved

📊

Document Analysis

Meeting transcript summaries, contract reviews, and technical document comparisons.

📅 3-4 weeks
60% time saved

GenAI PoC Development Flow

We don’t stop at PoC. Full support from concept to production.

1
Discovery
1-2 weeks

  • Requirements gathering
  • Use case selection
  • Feasibility assessment
  • ROI estimation

2
PoC
2-4 weeks

  • Prototype development
  • Technical validation
  • Demo environment
  • Success metrics

3
Pilot
1-2 months

  • Limited user testing
  • Feedback integration
  • Accuracy improvement
  • Production planning

4
Growth
Ongoing

  • Production deployment
  • Operations & maintenance
  • Feature expansion
  • Continuous improvement

💰 Pricing Guide

Phase Duration Investment Deliverable
Discovery 1-2 weeks $2,500~ Feasibility Report
PoC 2-4 weeks $6,500~ Working Prototype
Pilot 1-2 months $12,000~ Production System
Growth Ongoing $1,600/mo~ Operations

※ Pricing varies by project scope. Contact us for a detailed quote.

5 Reasons to Choose Us

Our GenAI specialists deliver premium quality at competitive costs. We don’t stop at PoC – we take full ownership through production.

1

GenAI Specialist Team

Engineers dedicated to AI projects. Real expertise, not “we do everything.”

2

Beyond PoC

The same team supports production and operations. Knowledge compounds.

3

Cost Competitive

Vietnam-based development delivers premium quality at 40-60% lower cost.

4

24-Hour Development

“Follow-the-Sun” development using time zones.

5

Multi-Cloud Ready

AWS / Azure / GCP – we work with any platform you choose.

📊 How We Compare

Criteria
Others
Miichisoft

Focus
General AI
GenAI

Goal
Build PoC
Production

Team
Changes
Dedicated

Speed
Months
2 weeks

Cost
Premium
40-60% less

Success Stories

Driving GenAI adoption across industries

Knowledge Search AI

Technical Document Search

System Integrator (500 employees)

Employees spent 30 minutes daily searching through 100,000+ technical documents.

70%
Time Reduction

95%
Accuracy

Amazon Bedrock
OpenSearch
Dify

Multi-Agent

Research & Report Automation

Consulting Firm

Analysts spent excessive time on market research and report generation.

60%
Time Cut

8 weeks
Development

LangGraph
Claude 3.5
PostgreSQL

Voice AI

Call Center Auto-Response

E-commerce Company

High support workload with inconsistent response quality.

50%
Automation

44%
CSAT Up

OpenAI Realtime
ElevenLabs
Twilio

Frequently Asked Questions

Basic PoC starts from $6,500. Standard PoC with RAG capabilities ranges from $12,000 to $20,000. The discovery phase is available for $2,500. Contact us for a detailed quote.

Simple chatbots can be delivered in 2 weeks. Full-featured Advanced RAG systems take 4-6 weeks. Complex systems with Multi-Agent or Voice AI require 6-10 weeks.

Yes. We support on-premise deployment, private cloud, and domestic data residency. ISO 27001 certified with experience meeting enterprise security requirements.

Yes. We work with LangGraph, GraphRAG, MCP (Model Context Protocol), and other cutting-edge 2025 technologies aligned with PwC’s “Three Trends” for enterprise AI.

We offer ongoing operations and support from $1,600/month, including knowledge updates, prompt optimization, and usage analytics. The same team continues through operations.

We provide dedicated project managers fluent in Japanese and English. All documentation and meetings are available in your preferred language.

Ready to Get Started?
Let’s Talk.

Our GenAI specialists will design the optimal AI solution for your business challenges.

Understand your challenges
Design optimal AI solutions
Budget & timeline estimates