Skip to main content
SOLUTIONS / AI Solutions

The depth of technology,
at the speed of a package.

We deliver and deploy our proprietary generative, predictive, OCR, and voice AI platforms into your systems as "packages." Whether through co-development or licensing, you can put them to use quickly and cost-effectively. When off-the-shelf products don't fit your challenge, we build from the platform up.

Vision

From research to our clients' markets.

Our AI is born from research, delivered as a package, and goes to market together with our clients. Miichisoft is not a company that "sells technology" — we are a company that "creates value together with clients through technology."

AI technology research

We research and accumulate core technologies such as speech AI, RAG, and LLMs. Deeply understanding how AI works is our starting point.

Packaging

We shape research results into a "ready-to-use form." Deployable across any industry, fast and cost-effective to implement.

Industry rollout

Clients and partners bring industry knowledge; Miichisoft brings the AI technology. Together, we go to market.

View DX & contract development

Miichisoft is not a company that sells technology.
We combine AI technology with our clients' industry expertise to co-create solutions that truly work in the market.

AI Platform

The 4 AI platforms we provide.Generative / Predictive / OCR / Voice

The technology platforms behind our solutions. Each platform is applied to the specific challenges of an industry.

Generative

Generative AI platform

Retrieval-Augmented Generation — a generative-AI method that retrieves external knowledge and grounds its answers in it., meeting minutes, multilingual translation. Generative AI built into your operations using authorized LLMs.

Built on this platform
Predictive

Predictive AI platform

Demand forecasting, anomaly detection, predictive maintenance. Evidence made visible with Techniques that explain why an AI made a prediction, feature by feature — making the reasoning visible..

Built on this platform
OCR

OCR AI platform

Reads and digitizes text and information from forms, ledgers, documents, and on-site photos. Also applied to image recognition.

Built on this platform
Voice

Voice AI platform

Speech recognition, speech synthesis, and speaker diarization. Turn meetings, narration, and on-site audio into summaries, training content, and automated responses.

Built on this platform

Each platform applies across any industry (e.g., manufacturing, retail, logistics, tourism, construction, finance).

Architecture

GenAI Application 5-Layer Model

Miichisoft's core strengths are Customization — optimizing models to your challenges — and Orchestration — designing how the AI thinks.

L5 ApplicationChatBots, business apps, dashboards, and API integration. Delivering value to end users.
L4 OrchestrationMulti-Agent design and control, memory management, Skill/Tool creation, multi-LLM coordination and flow optimization.
L3 CustomizationFine-tuning, RAG (internal knowledge integration), prompt engineering, model evaluation and quality management.
L2 Model / InfraAWS Bedrock, Local LLM (on-premises), and selection/build of OpenAI / Claude / Llama and others.
L1 FoundationAI/ML research and base models, learning algorithms and training data. Research and accumulated expertise.
Core Tech

The hard-to-build technologies of AI agents

Our strength lies precisely in the areas that are hard to build.

Task orchestration

Automatically distributes and controls tasks across Agents and Sub-Agents, autonomously executing complex business flows.

Multi-LLM support

Freely combine GPT / Claude / Gemini / Local LLM. Avoid vendor lock-in and optimize cost.

Memory + Graph Knowledge

Short- and long-term memory optimization with graph-based knowledge management reduces hallucination and improves accuracy.

Sandbox execution

Runs AI tools safely in a secure, isolated environment, ensuring high customizability and security.

MCP support

Supports the standard inter-agent protocol (Model Context Protocol), ensuring extensibility.

Skill definition & RAG know-how

Stabilizes output with AI-oriented procedures (skill definitions). Data preprocessing, chunk design, and reranking secure accuracy.

Find by Use Case

Choose by what you want to do

Find the right solution by what you want to achieve. Choose by business objective, not by underlying technology.

Choose your meeting solution by purpose. For real-time multilingual translation, YAKUON; for minutes in a fully closed environment, Meet AI+.

Use Cases

Implementation use cases

Illustrative examples by industry.

Construction / general contractors × voice AI

Construction × automated AI meeting minutes

On-site meeting minutes take 30-60 minutes each and quality varies by the person. With voice AI + RAG (cross-referencing terminology and past history), we automate it and cut creation time to 2-3 minutes — with automatic TODO extraction, less manual CRM entry, and consistent formatting.

Sales × live transcription

Sales × real-time meeting support

Deal quality depends on the individual. With live transcription + RAG, we enable talk-track compliance checks, risk-statement detection, and real-time display of relevant materials. It also supports context linking across past deals and a deal-quality score (in development).

* Effects are estimates (samples based on industry use cases and our own calculations).

Engagement

Two Engagement Models

We offer two engagement models to suit your situation.

Custom

Co-Development

We build a solution tailored to your operations, starting from our AI platforms. You bring the industry expertise; we bring the AI technology.

Annual / Perpetual

Licensing

We provide packaged solutions under license. Choose between an annual subscription or a perpetual license. Pricing is quoted individually.

Flow

Implementation flow

From first consultation to operation and adoption. We start small and stay with you until results keep coming.

  1. Consultation & kickoff

    Discovery of your challenges and agreement on scope. NDA available.

  2. Assessment

    We diagnose your operations and data, and select the most suitable solution.

  3. Design & customization

    We design and tune it to match your business.

  4. Deployment & integration

    We deploy and integrate with your existing systems to get it working.

  5. Operation & adoption

    Through operation and improvement, we stay with you until results keep coming.

FAQ

Frequently Asked Questions

Is our data or code used to train AI models?

Your data and code are never used to train AI models. Handling is agreed on a per-project basis and managed under strict confidentiality. The scope of any generative AI use is also clarified at the time of contract.

How quickly can we get started?

You can start small with a free consultation. We limit the scope, confirm the impact, and then move to full deployment (timing is approximate and varies by project).

What can you tell us about pricing?

Quotes are free. Start by telling us about your challenge, and we're also happy to discuss budget first.

Can we trust AI-driven quality?

Final decisions are always made by people (A setup where people review and make the final call on AI output — safeguarding quality and accountability.). We build human review gates into every step to ensure quality.

200+ projectsTrack record of delivery and development (our own)
Our clients (selected)

Start by testing it on your own challenge.

With a free consultation, you can confirm the impact on your own operations. Feel free to start by asking which platform is the right fit.

Confidentiality assuredBilingual support (JA/EN)Free consultation
Free consultation