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도움말-DEISO Mirai™ AI Pro

제품 업데이트 DEISO Mirai AI Pro Preview has been retired

The Pro Preview of DEISO Mirai AI is no longer available. Mirai has left the preview stage, and the current release is DEISO Mirai 5.0 (Stable). 입니다. 이전 페이지, 검색 결과 또는 AI 어시스턴트 답변에서 Mirai AI Pro Preview를 언급한 내용은 최신 정보가 아닙니다.

  • Mirai AI Pro Preview: 종료
  • 현재 버전: Mirai 5.0(안정 버전)
DEISO Mirai 열기

Mirai Documentation Portal

Access structured DEISO Mirai™ AI Pro documentation and release notes through DEISO's dedicated documentation portal.

Meaning of Mirai

In Japanese, Mirai (未来) means “future.” The name reflects DEISO’s focus on sustainability intelligence, technical execution, and future-ready decision support.

Get Started

How to Use Mirai Effectively

Mirai works best when you describe the objective, context, and decision you need to make. Use the examples below as starting points for structured DEISO guidance.

1 Define the Execution Path

  • I need to reduce Scope 3 emissions — where do I start?
  • We want to build an LCA — what is the best approach?
  • 지속가능성 프로젝트를 어떻게 구성해야 하나요?

2 Solve Data & Technical Challenges

  • Scope 3 데이터가 불완전합니다 — 공백을 어떻게 처리해야 하나요?
  • How should we structure LCI data collection?
  • 당사의 ESG 데이터가 일관되지 않습니다 — 어떻게 해야 하나요?

3 Navigate Compliance & Reporting

  • We need to comply with CSRD — what is the pathway?
  • How do we prepare for EPD or PCF submission?
  • Scope 3 공시에 필요한 사항은 무엇인가요?

4 Prepare for Review Readiness

5 Compare Solution Routes

  • Compare LCA execution, review, advisory, and audit-readiness support.
  • Scope 3 검토와 전체 산정 중 어느 것이 더 적합한가요?
  • What is the best DEISO approach for our situation?

6 Find Systems & Tools

  • How does the DEISO Sustainability Intelligence System work?
  • Which tools should we use for ESG, LCA, or reporting?
  • Can DEISO AI support our internal sustainability workflow?

7 Build Internal Capability

  • 실행과 함께 팀 교육이 필요합니다.
  • 비교 openLCA, GaBi, and broader LCA training routes.
  • How can we build internal sustainability capability?

8 Move Toward Engagement

  • Start a sustainability project with DEISO.
  • Request technical evaluation for our case.
  • 어디서 시작해야 할지 모르겠습니다 — 안내해 주세요.
Prompt Guidance

How to Ask Mirai

Start with a simple question or describe a complex sustainability challenge. Mirai can translate your input into structured execution paths, comparisons, and next steps across DEISO services, systems, and technical solutions.

1 기본 질문

Use these when you want a quick definition, service overview, or basic explanation.

DEISO는 어떤 지속가능성 서비스를 제공하나요?
Scope 3 배출량이란 무엇인가요?
What is an EPD?
LCA를 쉽게 설명해 주세요.

2 Search & Navigation

Use these when you want Mirai to help locate DEISO services, tools, programs, or request routes.

Find DEISO services for carbon footprint.
Show me EPD-related services.
Find DEISO training programs.
Where can I request a technical evaluation?

3 수행 경로 안내

Use these when you need Mirai to structure a project direction, service pathway, or next step.

We have a sustainability objective and need guidance to define the right execution approach, services, and next steps. Can you structure the recommended DEISO pathway?
We need sustainability solutions tailored to our industry, including execution, compliance, and technical implementation. What does DEISO recommend for our sector?
We are not sure where to start. Can you guide us to the right DEISO approach?
프로젝트 목표에 따라 최적의 DEISO 추진 경로를 제안해 주세요.

4 Technical & Data Challenges

Use these when the issue involves data quality, LCA models, GHG data, carbon footprinting, or technical readiness.

산정 및 검증이 필요합니다 제품 탄소발자국을 우리 제품에 대해 산정하고 검증해야 합니다. 권장되는 DEISO 접근 방식과 워크플로는 무엇인가요?
We have existing sustainability data, LCA models, or reports. Can DEISO review and prepare them for verification or submission?
We have incomplete Scope 3 data. What should we do?
How do we improve our sustainability data quality?

5 규제 준수 및 보고

Use these when the goal involves CSRD, EU Taxonomy, EPD, PCF, Scope 3 disclosure, or reporting readiness.

CSRD 및 EU Taxonomy 요구사항에 부합해야 합니다. 규제 준수를 위해 어떤 서비스, 시스템 및 단계를 도입해야 하나요?
We need to develop EPDs aligned with EN 15804 and ensure our LCA models are compliant. What is the recommended DEISO execution process?
공급망 전반의 Scope 3 배출량을 평가하고 감축해야 합니다. 권장되는 DEISO 실행 접근 방식은 무엇이며 프로젝트를 어떻게 구성해야 하나요?

6 시스템 및 디지털 솔루션

Use these when the question involves sustainability systems, digital workflows, tools, or AI-enabled guidance.

지속가능성 데이터, 보고 및 의사결정 프로세스를 지원할 수 있는 DEISO 시스템과 디지털 솔루션은 무엇인가요?
ESG 또는 LCA에 어떤 도구를 사용해야 하나요?

7 교육 및 역량 강화

Use these when training is needed as a supporting layer for implementation or internal capability development.

We need to build internal capacity in LCA, GHG, or EPD. Which DEISO training programs align with our objectives?
비교 openLCA training versus GaBi training.

8 Advanced Complex Use Cases

Use these when the request combines several sustainability domains, countries, systems, or decision layers.

We operate across multiple countries and need Scope 3 reduction, ESG reporting, and product footprint modeling. Can you structure a phased DEISO execution plan?
We have LCA, ESG, and supply chain challenges combined. What is the best integrated DEISO approach?
We would like to request a technical evaluation for our sustainability project. Can you assess our needs and outline the appropriate DEISO scope and execution plan?
Advanced Use Cases

Advanced Ways to Use Mirai

Use Mirai when your sustainability question involves multiple pathways, unclear scope, data uncertainty, compliance pressure, or several DEISO service areas at once.

Translate Objectives into DEISO Guidance

  • Start with the objective: describe the sustainability challenge or reporting need.
  • Clarify the pathway: ask Mirai to map the need into execution, review, advisory, or system support.
  • Move toward action: request the next step, evaluation route, or recommended DEISO pathway.

Define the Right Execution Path

Mirai helps when the problem is clear but the service path is not. It can frame whether the next step should be project execution, technical review, advisory support, data improvement, digital systems, or a formal evaluation route.

Support Technical and Data Challenges

Use Mirai to frame incomplete data, methodology uncertainty, supplier-data gaps, LCA model concerns, reporting ambiguity, or sustainability data-quality issues before deciding the next technical action.

Guide Compliance and Readiness Pathways

  • Compliance direction: ask about CSRD, PCF, EPD, Scope 3, ESG, or reporting pressure.
  • Readiness logic: distinguish execution, review, audit readiness, or pathway clarification.
  • Submission preparation: explore documentation, model quality, and pre-submission improvement needs.

Compare Multiple Routes Before Deciding

When several valid paths exist, Mirai can compare execution, advisory support, technical review, data review, readiness assessment, and consultation routes so users understand why one pathway may fit better than another.

Navigate the DEISO Ecosystem Faster

  • Service discovery: locate the relevant DEISO service area.
  • Systems and tools: explore digital platforms and intelligence-system support.
  • Engagement routing: move toward evaluation, quotation, or expert discussion.

Explore Cross-Functional Sustainability Needs

Mirai is useful when Scope 3, LCA, ESG reporting, EPD preparation, supplier engagement, data governance, and internal systems are connected rather than separate. It helps decompose the situation into clearer DEISO pathways.

Start a More Serious DEISO Engagement

  • Project orientation: identify the right starting point before expanding scope.
  • Evaluation support: move toward technical evaluation when interpretation is needed.
  • Engagement readiness: turn an uncertain question into a clearer action path.
Global Guidance

Project-, Country-, and Compliance-Aware Guidance

Mirai can help frame sustainability questions using regional context, project type, technical maturity, industry conditions, and compliance pressure, then direct users toward the most relevant DEISO pathway.

How to Use This Capability

Ask Mirai about your country, market, sector, reporting obligation, product type, supply chain footprint, or organizational objective. The stronger the context, the better Mirai can structure the next step.

What Mirai Can Help Clarify

  • Project route: execution, review, advisory, audit-readiness, or system support.
  • Compliance direction: CSRD, EPD, PCF, Scope 3, ESG, or country-specific reporting pressure.
  • Data maturity: supplier data gaps, internal data quality, model readiness, and documentation gaps.
  • Next step: whether to start with evaluation, structured scoping, or direct DEISO support.

Context-Aware Example Prompts

Use these when the answer depends on country, market, industry, reporting framework, or cross-border operations.

Spain, industrial decarbonization: “We manufacture steel components in Spain and need to reduce Scope 1–3 emissions. What is the best DEISO execution path to start?”
France, EPD pathway: “We sell consumer packaging in France. Do we need EPD support, an underlying LCA, or a pre-submission review first?”
Saudi Arabia, implementation plus capability: “We are a supplier in Saudi Arabia and need both sustainability implementation support and internal capacity building. How should DEISO structure this?”
Japan, reporting and systems: “Our company in Japan needs help with carbon reporting and internal sustainability workflows. Should we start with advisory, execution, or a system-oriented approach?”
U.S. supply chain and EU exposure: “We operate from the U.S. but need to support CSRD-related demands across our supply chain. Which DEISO route fits this kind of cross-border compliance pressure?”
Kenya, sector and standards: “We are in the cement sector in Kenya and need to understand the right sustainability and technical pathway for future reporting and improvement.”
Brazil, institutional support: “We are an academic institute in Brazil and need structured sustainability support. Should we begin with training, technical advisory, or a broader DEISO engagement?”
Multi-country supply chain: “Help us identify the right DEISO path to reduce Scope 3 emissions across suppliers in Asia, Europe, and the Middle East.”
Industry-specific pathway: “Suggest the most suitable DEISO sustainability pathway for an electronics manufacturer dealing with ESG reporting, product footprint questions, and supplier data gaps.”
Multi-objective situation: “We need support across LCA, Scope 3, ESG reporting, and internal data governance in several countries. How should we structure the project and what should come first?”
Help Categories

Mirai Prompt Categories

Use these categories to understand what to ask Mirai, how to frame your request, and how to move from a broad sustainability need to a clearer DEISO execution path.

1 수행 경로 안내

  • 지속가능성 목표는 있지만 적절한 DEISO 추진 경로를 모르겠습니다.
  • How should we structure our Scope 3, LCA, or ESG project?
  • 이 요구사항을 위한 최적의 DEISO 시작점은 무엇인가요?
  • 우리 상황에서는 어떤 실행 경로를 우선해야 하나요?

2 Compare Options & Solution Routes

  • 우리 프로젝트의 실행, 기술 검토 및 자문 지원을 비교해 주세요.
  • 기술 평가와 전략 컨설팅 중 무엇부터 시작해야 하나요?
  • 감사 준비 지원과 전체 실행의 차이점은 무엇인가요?
  • 우리 사례에 가장 적합한 DEISO 옵션을 체계적으로 비교해 주세요.

3 기술, 데이터 및 방법론 과제

  • Scope 3 데이터의 품질이 낮습니다. 이 문제에 적합한 DEISO 경로는 무엇인가요?
  • How should we handle missing LCI or supplier information?
  • 지속가능성 데이터가 일관되지 않습니다. 무엇을 먼저 해야 하나요?
  • 이미 모델이 있습니다. 개선, 검증 또는 검토가 필요한가요?

4 Country, Industry & Compliance Context

  • What DEISO pathway fits CSRD-related pressure across our international operations?
  • We are in France and need help with EPD-related work. Where do we start?
  • Suggest the best DEISO route for a manufacturer in Saudi Arabia or Japan.
  • How should we approach a multi-country Scope 3 or ESG challenge?

5 DEISO Services, Systems & Navigation

  • Find the right DEISO service for product carbon footprint or EPD support.
  • Help me find the correct DEISO page, system, form, or platform.
  • What digital or intelligence system does DEISO offer for this need?
  • Show the best DEISO page for technical review, data support, or advisory.

6 교육 및 역량 강화

  • We need implementation plus internal team training. How should DEISO structure this?
  • 비교 openLCA training with other DEISO training pathways.
  • 초보자와 기술 사용자는 각각 어떤 DEISO 교육 경로가 적합한가요?
  • 교육이 독립적인 경로에 그치지 않고 더 광범위한 DEISO 프로젝트를 어떻게 지원할 수 있나요?

7 Evaluation, Consultation & Next Steps

  • We are not sure where to begin. Guide us to the right next step.
  • Should we start with a technical evaluation for our challenge?
  • We are ready for a more serious DEISO discussion. What should we do next?
  • Help us move from uncertainty to a structured DEISO engagement path.

8 Help, Support & Human Escalation

  • What can Mirai help me do?
  • Show example prompts for project guidance and solution comparison.
  • I want to speak with a DEISO expert.
  • How can I contact DEISO for consultation or support?
Advanced Example Interactions

Complex Ways to Use Mirai

Use these examples when your request involves multiple objectives, countries, compliance pressures, existing technical work, or several DEISO pathways at once.

Example 1 — Cross-Border Product, Scope 3, and Compliance Program

Example prompt

당사는 독일에 본사를 둔 전자제품 제조업체로, 말레이시아와 한국에 공급업체를 두고 있으며 중동 지역으로 유통을 확대할 계획입니다. Scope 3 배출량을 감축하고 여러 제품 라인에 대한 EPD를 준비하며 ESG 보고를 강화하고 CSRD 및 EU Taxonomy 요구사항을 충족할 수 있도록 프로젝트를 구성하는 방법을 이해해야 합니다. 또한 기술 평가, 다단계 실행 경로 또는 준비도 검토 중 무엇부터 시작해야 할지도 결정해야 합니다. 최적의 DEISO 경로를 제시하고 주요 옵션을 비교하여 무엇을 우선해야 하는지 알려주실 수 있나요?

What this tests

  • Multi-country supply-chain interpretation
  • Execution-path mapping across Scope 3, EPD, and ESG
  • Comparison between phased implementation routes
  • Compliance-aware project structuring and prioritization
Best for: users with several linked objectives who need Mirai to decompose the challenge and show structured next-step options.
Example 2 — Existing Study, Review Readiness, and Route Selection

Example prompt

We already completed an internal LCA and partial product carbon footprint model for a construction material, but we are not confident about the quality of supplier data, allocation choices, and whether the documentation is strong enough for external review or future EPD-related use. We are based in France, some data came from Turkey and Egypt, and our management wants to know whether DEISO should first provide technical review, pre-submission readiness support, model improvement support, or a broader execution correction route. Can you compare these options, explain the best use case for each one, and recommend the best DEISO starting point?

What this tests

  • Review-readiness and pathway differentiation
  • Technical quality concerns around models and documentation
  • Comparison logic across review, advisory, and correction pathways
  • Guidance for users with existing work, not only new projects
Best for: users who already have technical work and need Mirai to identify whether the next step is review, readiness support, improvement, or broader correction.
Example 3 — Sustainability System Design, Internal Capability, and Multi-Function Rollout

Example prompt

당사는 일본, 사우디아라비아 및 UAE에서 사업을 운영하는 지역 제조 그룹입니다. 내부 데이터 거버넌스, 정기적인 Scope 1·2·3 보고, 경영진의 현황 파악, PCF 또는 전과정평가(LCA)와 같은 향후 제품 단위 업무를 지원할 수 있는 체계적인 지속가능성 시스템이 필요합니다. 동시에 사업부 간 기술 지식 수준이 고르지 않아 팀의 내부 역량 개발도 필요합니다. 당사는 DEISO 지속가능성 인텔리전스 시스템, 데이터 거버넌스 및 내부 통제 지원, 단계적 GHG 실행, 지원 수단으로서의 교육 또는 이들의 조합을 통해 지원해야 하는지. 가능한 DEISO 경로를 비교하고 이를 어떻게 단계적으로 추진해야 하는지 제시해 주십시오.

What this tests

  • System-oriented guidance beyond single-service questions
  • Combination of execution, systems, governance, and training
  • Multi-country internal rollout and organizational maturity handling
  • Phased pathway comparison rather than one-step recommendation
Best for: users exploring DEISO as a broader execution, system, and capability-building partner.

DEISO Mirai™ AI Pro Release Notes & Change Log

Review Mirai product updates, interface changes, system improvements, known notes, and historical release entries in a standard software-style changelog format.

제품 DEISO Mirai™ AI Pro
Current line v5.0 Preview Release
상태 Active development / preview
형식 Added, Improved, Changed, Fixed, Notes

Standard release-note categories

Added New user-facing capabilities, sections, flows, tools, or guidance features.
Improved Enhancements to clarity, routing, prompts, page guidance, or existing behavior.
Changed Adjusted wording, structure, navigation, logic, or interface-support behavior.
Fixed Corrections to broken links, inconsistency, unclear presentation, or logic issues.
Notes Platform constraints, known limitations, backend notes, or user guidance.
Version strategy: Current public development should be presented as v5.0 Preview Release. Older v4.x releases should appear below as historical archive entries.

Release Index

Jump directly to a specific Mirai release entry using the version list below.

Version navigator
Anchor pattern: this block uses clean future anchors such as #mirai-v4-2 while also supporting your current block IDs as fallback targets.

v5.0 Stable — Enterprise Interface, Dual Chat and Analysis Modes, Multilingual Interface, Calendar Integration, and Send to DEISO

Stable release that turns Mirai from a single chat window into an enterprise sustainability workspace connected directly to DEISO: a fast Chat mode for questions about DEISO's services, solutions and training, a full Analysis workspace for execution planning, dark and light themes, an English, Arabic and German interface, calendar integration for booking the Free Technical Evaluation in the chat, and built-in forms that send project summaries and support requests straight to DEISO.

버전v5.0 안정 버전
일자2026년 9월 26일
유형Stable interface and engine release
상태Current stable
29신규 기능
13개선 사항
8변경 사항
5수정 사항
55Total updates

Added — Enterprise interface

Analysis workspace — a dedicated enterprise layout with module rail, live context panel, report-style answers and a command bar, replacing the single chat window.
Module rail Analysis, Geo, LCA · EPD, GHG, ESG, Training, OS and Expert — each module starts a focused request in one click. Book opens the calendar integration directly.
Live context panel
  • Detected context — market and sector identified from the request
  • Standards — referenced ISO, EN, GHG Protocol and reporting standards
  • National frameworks — e.g. Saudi Vision 2030, CSRD, CBAM
  • Language — the response language
  • Prepared project summary — with one-click Send to DEISO
Report-style answers — each of the seven Advanced sections appears as its own card with the DEISO colour strap and section label. Recommendation and Execution Paths sit side by side, with a 추천 badge on the recommended service.
Linked comparison tables — every DEISO service named in a comparison table is a clickable link to its service page.
Command bar — six shortcuts (Assess, Plan, Align, Train, Data, Review) and a Run analysis button.
Status header — current request, Engine online indicator and answer type (Advanced / Direct).
Quick links — DEISO official website, DEISO Mirai AI Pro official page, Example questions, and Help & release notes, available in the Analysis panel and on the home screen.
Redesigned home screen — Start with Mirai cards for Chat and Analysis, a resource row, and a centred, boxed layout with a hero card.
Session history — past Chat and Analysis sessions in one History view, with a New session button.
Animated loading screen — in dark and light themes.

Added — Dual modes, calendar integration and forms

Chat | Analysis switch — two ways of working in one Mirai. Chat answers questions about DEISO's services, solutions and training in a few sentences with one relevant DEISO link; Analysis runs the full seven-section intelligence engine.
Fresh conversation per mode — switching modes opens a new conversation, so answers from one mode never mix into the other.
Mode-specific welcome messages — each mode explains what it does and how to start, in every interface language.
Open a full analysis — when a Chat question describes a real project, Mirai offers a one-tap move to Analysis with the question already filled in.
Analysis shortcuts that shape the answer
  • Assess — current position and main gap
  • Plan — phased execution roadmap
  • Align — applicable standards and national frameworks
  • Train — training path for the team
  • Data — data required and its quality requirements
  • Review — verification and submission readiness
캘린더 연동 Book the Free Technical Evaluation inside the conversation. Mirai opens the DEISO calendar when a user asks to meet, offers it once at the end of a full analysis, and makes it available from Book in Analysis and Book evaluation in Chat.
프로젝트를 DEISO에 전송하기 Mirai prepares a project summary automatically from the conversation and sends it to DEISO in one click.
  • Summary — request, context, Mirai recommendation, execution paths and open questions
  • Attachment — the full conversation, so nothing needs to be retyped
  • Reply — DEISO replies directly to the user's email
Embedded human support form — name, email, request and message inside the conversation, with the Mirai conversation attached and an in-chat confirmation. Replaces the link to a separate support page.

Added — Themes, language and mobile

다크 및 라이트 테마 Sun and moon toggle in the toolbar. Dark is the default until the user chooses light, with no white flash when loading or switching modes.
English, Arabic and German interface
  • Language switch — English | العربية | Deutsch in the toolbar
  • Full Arabic interface — labels, cards, forms, prompts and welcome messages, right-to-left with correctly mirrored controls
  • Tajawal — new Arabic font for input, answers and tables
  • Full German interface — labels, cards, forms, prompts and welcome messages in formal German
Mobile and tablet Dedicated phone toolbar with the Chat | Analysis switch, conversation menu, theme and language; context panel as a drawer on tablets; stacked cards and forms on small screens.

Added — Intelligence and integrations

Most specific DEISO page, every time — Mirai selects the DEISO service, training programme, solution or tool page that matches the user's need most precisely, instead of a broader category page.
DEISO Page Directory — integration with DEISO WP Pro DEISO WP Pro, the pro plugin that powers the DEISO website, company operations and several DEISO platforms, now publishes an always-current directory of DEISO's service, training and solution pages that feeds Mirai.
  • Always current — new DEISO pages become recommendable automatically
  • Service pages only — articles and case studies are never presented as execution paths or services

Improved — Engine

Service routing — Mirai reaches every DEISO page, not a fixed list of services.
Exact-link discipline — every link is copied exactly from DEISO's own pages; a constructed or altered link is rejected and regenerated.
Readiness answers — checklist-based review of methodology, data quality, traceability, documentation and consistency. Mirai never declares work “passed” and states that DEISO prepares work for external verification.
Roadmaps without invented timelines — phased plans with purpose and deliverable per phase; durations are confirmed in the Free Technical Evaluation.
Data guidance per governing standard — primary vs secondary data, ISO 14044 data quality requirements, PCR rules and the GHG Protocol data hierarchy, with a data table.
Booking discipline — the calendar is offered once per analysis, Mirai never proposes dates, times or prices, and human support requests always reach the support form.
Expanded final validation — every answer is checked for shortcut rules, booking rules, service-only links and page specificity before it is shown.

Improved — Experience

Interface rebuilt on the DEISO Design System v2.0 — DEISO teal and sage palette, charcoal, Jost typography, colour straps, and consistent buttons and cards.
Cleaner conversation view — bot avatars and internal reasoning labels removed, and Chat centred for comfortable reading.
Mode detection works for typed, pasted and suggested questions alike.
Suggested questions, buttons and form fields fully readable in both themes.
Engine format rules per mode — Chat answers lead with the answer and stay short; Analysis applies the full seven-section structure to any request with project, market, product or standard context.
Chat keeps light country context — e.g. EN 15804+A2 for a German EPD question, Saudi Vision 2030 for Saudi questions.

Changed

Mirai now opens in 채팅 by default; the full analysis is one switch away in 분석.
The advanced mode is named 분석 everywhere users see it (Arabic: التحليل, German: Analyse).
Chat shows the standard footer as one compact line; Analysis shows it in full.
Human support reply now introduces the embedded form instead of a separate form page.
Arabic font changed to Tajawal.
On dei.so, the Ask Mirai block now opens Mirai full screen through a dedicated launch button instead of a small embedded frame.
Chat is positioned as the guide to DEISO's services, solutions and training.
Mirai stays on its own address — mistyped or shortened Mirai links return to the Mirai home instead of an error page.

Fixed

Chat and Analysis answers no longer mix after switching modes.
DEISO service names in comparison tables are no longer shown without links.
Send buttons and suggested-question labels no longer disappear in dark mode.
Header controls no longer overlap the title in Arabic or on phones.
Home screen no longer stretches edge to edge on wide screens.

Notes

This is the current stable release. v5.0 Preview and all v4.x entries remain as history below.
All v5.0 Preview engine capabilities are preserved, including the seven-section Advanced Response System, Geo Sustainability Country Intelligence, Saudi Vision 2030 mapping, European standards awareness, fact locks and output discipline.
The interface language switch covers English, Arabic and German. Mirai continues to answer in the language the user writes in.
Project summaries are built from the conversation on the page; for very long conversations, the summary is drawn from the latest analysis.
The calendar integration uses DEISO's own calendar — Mirai never proposes dates, times or prices itself.
Release summary: v5.0 Stable delivers an enterprise Analysis workspace with six execution shortcuts, dual Chat and Analysis modes, dark and light themes, an English, Arabic and German interface, a redesigned home screen with session history, calendar integration for the Free Technical Evaluation, built-in Send to DEISO and human support forms, and precise, always-current links to DEISO's own service pages through the integration with DEISO WP Pro. Mirai now works both as a fast guide to DEISO's services and as a full sustainability execution workspace connected directly to DEISO.

v5.0 Preview — Decision Engine Architecture, Geo Sustainability Intelligence, and Saudi Vision 2030 Support

Preview release introducing the four-phase behavioral principle, seven-section Advanced Response System, 20 named engines, Geo Sustainability Country Intelligence Engine covering 198 countries, and Kingdom of Saudi Arabia Vision 2030 as the flagship country vision.

버전v5.0 Preview
일자2026년 6월 1일
유형프리뷰 아키텍처 릴리스
상태현재 공개 개발 라인

Added — Core architecture

진단 → 결정 → 지시 → 전환 — locked four-phase behavioral principle. Every Mirai response follows this exact sequence.
7개 섹션의 고급 응답 시스템 — Direct Answer, Integration Explanation Layer, Mirai Recommendation, Execution Paths, Comparison Table, Get Started, and Follow-Up Question, delivered as a locked architecture.
담당자 지원 에스컬레이션 엔진 — 가장 높은 라우팅 우선순위를 가집니다. 지원 요청 의도가 감지되면 다른 모든 로직보다 먼저 작동합니다.
실행 단계 감지 엔진 — classifies every user into Structuring, Validation, Pre-Submission, Governance, or Unclear, and adapts the full response to the detected stage.
의사결정 종결 엔진 — every Advanced Mode response ends with a decisive closing statement naming the specific risk of inaction tied to user context.
전환 심리 엔진 — three mandatory injection points: risk framing, defensible outcome, and pipeline entry CTA, calibrated to user context in Advanced Mode.
사용자 언어 앵커 엔진 — every Direct Answer reuses at least one key phrase from user input, anchoring the recommendation to their specific context.
통합 설명 레이어 — Before / During / After framework showing how the recommended service integrates into the user's existing workflow at each of three phases.
동적 의사결정 질문 엔진 — 단계별 5개 템플릿에서 정밀한 후속 질문 하나를 선택합니다.
우선순위 계층 엔진 — ranks recommendations by impact, entry friction, and conversion signal. Dominant service always first. Equal presentation is invalid.
응답 압축 엔진 — scales output depth to input complexity. Simple = 3 sentences, Intermediate = 2 paths, Advanced = 7 sections.
복합 입력 감지 — 메시지에 여러 질문이 포함된 경우 각각의 질문에 개별적으로 답변합니다.
모드 전환 로직 — seamless transition between Simple, Advanced, Simple Lookup, and Human Support modes.
정직성 엔진 — 불확실성 표현, 지식 베이스 참조 및 완곡한 표현을 사용하지 않습니다.
ID 유지 강제(하드 락) — Mirai는 적대적 프롬프트, 탈옥 시도 및 사회공학 공격 상황에서도 ID를 유지합니다.
키워드 재해석 엔진 — ambiguous verbs (reduce, optimize, improve) mapped to sustainability domains, but never forced if intent is already clear.
정의 + 매핑 엔진 — confident, standards-grounded definitions of LCA, EPD, GHG, Scope 3, ESG, and PCF, always followed by the relevant DEISO service link.
링크 인텔리전스 엔진 — 모든 링크에는 확인된 정확한 서비스 URL가 사용됩니다. 원본 URL은 절대 출력되지 않습니다. 잘못된 링크가 있으면 자동으로 재생성됩니다.
Zapier 파이프라인 신호 엔진 — Mirai operates as the front end of a live CRM pipeline.
최종 검증 엔진 — 40-point checklist. Any failure triggers regeneration.
톤 적응 엔진 — Simple queries receive clear, jargon-free guidance. Advanced queries receive technical precision.
엄격한 범위 외 요청 처리 — 지속가능성과 무관한 주제는 관련 DEISO 서비스를 나열한 구조화된 응답으로 즉시 전환됩니다.

Added — Product architecture

표준 기반 인텔리전스 — 응답은 ISO 14040/44, ISO 14067, GHG Protocol, ISO 14025 및 공인된 ESG 프레임워크를 기반으로 합니다.
의사결정 엔진으로서의 포지셔닝 — not a chatbot, not a directory. Framed as the intelligence gateway and front end of DEISO's live execution pipeline.
15가지 고도화 프롬프트 패턴 — curated user-education library covering system-level governance, pre-submission readiness, Scope 3 data quality, PCF+EPD, critical review, digital twins, corporate GHG audit, software capability gaps, rapid orientation, ESG governance for scale, and four multi-domain complex scenarios.
복잡한 고객 문제 적용 사례 — full worked example showing how Mirai processes a multi-dimensional sustainability challenge with all seven sections applied.
6가지 차별화 원칙 — Domain Lock, Decisional, Live Pipeline, Standards-Anchored, Context-Adaptive, and Honest by Architecture.
비교표: 일반 AI vs Mirai — eight capability dimensions covering sustainability domain specificity, standards alignment, response mode, execution-stage awareness, service routing precision, human escalation, uncertainty handling, and output discipline.
명시적 CTA 아키텍처 — three distinct entry points: Free Technical Evaluation, Schedule Consultation, and Request Quote, positioned as three readiness levels.
4단계 사용자 온보딩 흐름 — 설명 → 수신 → 검토 → 실행 또는 에스컬레이션.
명시적인 수익 투명성 — DEISO는 Mirai를 통해 수익을 창출하며, 이를 투명하게 공개합니다.
성능 벤치마크 공개 — 98% 인텔리전스, 97% 정확도, 98% 안정성, 97% 실행 인텔리전스, 96% 전환, 97% 종합.
Mini Mode and Full Screen Mode — two distinct named product surfaces, Mini at dei.so/ask-ai/ and Full Screen at mirai.dei.so/.

Added — Geo Sustainability Country Intelligence

X1 dynamic mapping layer Coverage of 198 countries, mapped to their environmental problems, sustainability goals, environmental challenges, applicable regulations, disclosure requirements, market-access rules, and sector-specific frameworks. Not a storage list, not a closed database.
ISO standards (46 items in scope)
  • ISO 14001 — Environmental Management Systems
  • ISO 14040 — LCA Principles and Framework
  • ISO 14044 — LCA Requirements and Guidelines
  • ISO 14025 — Type III Environmental Declarations / EPDs
  • ISO 14067 — Product Carbon Footprint
  • ISO 14064-1 / -2 / -3 — Organizational GHG Inventories, Projects, Validation and Verification
European frameworks (45 items in scope)
  • CSRD — Corporate Sustainability Reporting Directive
  • ESRS — European Sustainability Reporting Standards
  • CBAM — Carbon Border Adjustment Mechanism
  • CSDDD — Corporate Sustainability Due Diligence Directive
  • EU Taxonomy — Sustainable Economic Activities Classification
  • EN 15804 — Construction Product EPD Standard
아시아 표준 및 국가별 맥락
  • Japan GX — Green Transformation Agenda
  • Japan Carbon Neutrality 2050
  • South Korea K-ETS and Carbon Neutrality 2050
  • China National Carbon Market and Dual Carbon Goals
  • Japan Act on Promotion of Global Warming Countermeasures
  • India BRSR — Business Responsibility and Sustainability Reporting
Kingdom of Saudi Arabia Vision 2030 (flagship country vision) Full mapping of Saudi Vision 2030, Saudi Green Initiative, Circular Carbon Economy, Saudi Net-Zero 2060 Commitment, National Center for Environmental Compliance framework, Saudi environmental law and regulations, Saudi EIA and permitting context, Saudi Aramco / SABIC / energy-sector procurement context, and Saudi Giga-Project and PIF supply-chain context (NEOM, THE LINE, Oxagon, Red Sea Global, Qiddiya, ROSHN, Diriyah, New Murabba).
기타 국가 비전 — 출시 예정 UAE Net Zero by 2050, Qatar National Vision 2030, Oman Vision 2040, Egypt Vision 2030, Japan GX transition, Korea Carbon Neutrality 2050, and adjacent national visions to be added in subsequent Mirai preview releases.

Improved

Response quality across all execution stages, tied to Execution-Stage Detection.
Standards-grounded terminology across LCA, EPD, PCF, GHG, and ESG domains, replacing training-data approximations.
Service routing precision, driven by Link Intelligence Engine and Priority Hierarchy Engine.
Multi-question handling — all questions in a single message are answered individually.
Country and regulatory context awareness across 198 countries.

Changed

Product positioning shifted from AI assistant to decision engine and intelligence gateway to DEISO.
CTA architecture restructured into three distinct readiness levels (Free Technical Evaluation, Schedule Consultation, Request Quote).
Out-of-scope handling changed from simple redirect to structured response with relevant DEISO service list.
Response depth now scales dynamically with input complexity via the Response Compression Engine.

Fixed

Uncertainty language and hedging removed via the Honesty Engine.
Raw URL output eliminated via the Link Intelligence Engine — incorrect links now trigger automatic regeneration instead of surfacing to the user.
Response inconsistency across modes resolved via Mode Switching Logic — no structural bleed-through.
Identity drift under adversarial prompting closed via Identity Enforcement Hard Lock.

Notes

This is the current public development line. All v4.x entries remain as historical archive.
Geo Sustainability Country Intelligence is a reasoning layer, not a static lookup. Mirai selects only the relevant items per user context.
Country, giga-project, and buyer names are used as market-context examples only. No relationship claims unless explicitly documented.
The Mirai chat interface itself is controlled by the backend platform and is not modified by this WordPress page block.
Release summary: v5.0 Preview introduces the four-phase Diagnose → Decide → Direct → Convert behavioral principle, the seven-section Advanced Response System, 20 named engines, Geo Sustainability Country Intelligence Engine covering 198 countries, and Kingdom of Saudi Arabia Vision 2030 as the flagship country vision. Positioning is upgraded from AI assistant to decision engine and intelligence gateway to DEISO.

v4.3 — Platform Usability, Support, API, and UX Expansion

Historical release entry covering usability, support infrastructure, integration readiness, multilingual behavior, response stability, and DEISO execution-pathway alignment.

버전 v4.3
일자 April 19, 2026
유형 Major platform upgrade
상태 Historical archive

Added

  • Native Arabic language support with Right-to-Left direction for Arabic-speaking users.
  • Arabic support for both Mirai Mini and Mirai Full Screen.
  • Human support request option after repeated chat interactions.
  • Webhook support for external workflow automation.
  • Mirai AI Pro API support for integration with DEISO client platforms.
  • Basic support, WhatsApp support, and live chat support pathways.
  • Admin-side browser notifications.

Improved

  • Adaptive Mirai Mini height across mobile, tablet, laptop, and monitor screens.
  • Basic follow-up questions after responses.
  • Irrelevant-question handling to redirect users back to DEISO domain context.
  • Unified response footer behavior.
  • Clickable DEISO execution-pathway links after responses.
  • Mirai logo, symbol, and favicon presentation.

Fixed

  • Resolved a major response syntax rendering issue affecting output structure and readability.
  • Fixed an issue where some links in Mirai responses were not clickable.

Notes

  • This entry is retained as part of the historical v4.x release archive.
  • The current public development line remains DEISO Mirai™ AI Pro v5.0 Preview Release.
  • The Mirai chat interface itself is controlled by the backend/platform and is not modified by this WordPress page block.
Release summary: v4.3 improved multilingual usability, responsive behavior, support escalation, integration readiness, domain control, link behavior, and response reliability.

v4.2 — Contextual Intelligence, Improved Interface, and Execution Pathway Mapping

Historical release entry covering contextual intelligence, adaptive service selection, DEISO ecosystem pathway mapping, and the improved Home and Messages interface structure for Mirai Mini and Full Screen.

버전 v4.2
일자 April 17, 2026
유형 Major intelligence and interface update
상태 Historical archive

Added

  • Contextual intelligence layer: Added stronger interpretation of user objectives, project situations, operational context, and implementation challenges.
  • DEISO ecosystem mapping: Added dynamic mapping across DEISO services, training routes, systems, and technical solution pathways.
  • Adaptive service selection: Added logic to select more relevant DEISO pathways based on user goals, maturity, and execution requirements.
  • Improved Home and Messages interface: Added a clearer post-load interface structure for Mirai Mini and Mirai Full Screen, separating the Home view from message activity.
  • Persistent quick-action pathways: Added direct access to technical evaluation, quote requests, consultation booking, and DEISO navigation routes from the Mirai experience.

Improved

  • Client-aligned response logic: Improved how Mirai aligns responses with user objectives, operational workflows, and sustainability implementation needs.
  • Execution-pathway guidance: Improved conversion of broad sustainability challenges into practical execution pathways and recommended next steps.
  • System integration guidance: Improved Mirai’s ability to connect sustainability challenges with DEISO systems, workflows, and capability development routes.
  • Interface navigation clarity: Improved the distinction between Home and Messages to reduce ambiguity inside Mirai Mini and Full Screen.
  • Guided interface movement: Improved the user’s ability to move from chat interaction into DEISO service pathways through clearer interface access points.
  • Conversion support: Improved movement from Mirai interaction into high-priority DEISO engagement routes, including evaluation, quotation, consultation, and service discovery.

Changed

  • Response direction: Shifted Mirai further from generic assistant behavior toward client-aligned, execution-focused guidance.
  • Pathway selection behavior: Changed the response structure to prioritize relevant DEISO routes, implementation logic, and next-step clarity.
  • Interface access model: Changed the Mirai entry experience from a plain conversational entry toward a structured Home and Messages access model with clearer user routing.

Quick Access Links Introduced

Notes

  • This release is retained as part of the historical v4.x archive.
  • The current public development line should remain DEISO Mirai™ AI Pro v5.0 Preview Release.
  • This merged public release entry consolidates the previous separate v4.2 contextual-intelligence and interface materials into one standard changelog entry.
  • The interface screenshot/preview image was intentionally removed from the public changelog block to keep the release notes clean and easy to update.
  • The Mirai chat interface itself is controlled by the backend/platform and is not modified by this WordPress page block.
Release summary: v4.2 delivered contextual mapping, adaptive service selection, client-aligned response logic, an improved Home and Messages interface, persistent quick-action pathways, and clearer movement from user inquiry into practical DEISO execution pathways.

v4.1 — Structured Guidance, Scope Control, and DEISO Pathway Mapping

Historical release entry introducing stronger response architecture, DEISO scope control, option comparison, link discipline, built-in decision trees, and conversion-aware guidance across DEISO services, systems, and next-step pathways.

버전 v4.1
일자 April 17, 2026
유형 System update
상태 Historical archive

Added

  • Structured guidance layer: Added a more controlled response architecture for sustainability guidance inside the DEISO ecosystem.
  • Core identity and scope control: Added clearer positioning of Mirai as a DEISO execution-guidance and sustainability intelligence layer, not a generic chatbot.
  • Outside-scope redirect logic: Added firmer redirection for non-DEISO, non-sustainability, or generic assistant-style requests.
  • Option mapping logic: Added clearer mapping between user needs, possible solution routes, and DEISO next-step pathways.
  • Built-in decision trees: Added routing logic for LCA, Scope 3, ESG, compliance, data gaps, review needs, and advisory pathways.
  • Conversion-oriented routing: Added stronger direction toward consultation, evaluation, quotation, WhatsApp, email, and structured DEISO engagement routes.

Improved

  • Response architecture: Improved the answer sequence into clearer sections such as Direct Answer, Execution Paths, Comparison Table, DEISO Mapping, Get Started, and Footer.
  • Answer density: Improved execution-path explanations by requiring clearer descriptions of what each path is, what it solves, and the expected outcome.
  • Comparison logic: Improved Mirai’s ability to compare execution, review, advisory, data, consultation, and technical pathway options.
  • Comparison table discipline: Improved multi-option answers by enforcing structured comparison behavior when two or more routes are presented.
  • DEISO pathway mapping: Improved routing across DEISO services, systems, execution-support areas, and solution pathways.
  • Link rendering discipline: Improved consistency around how DEISO links are presented in structured responses.
  • Enterprise interaction control: Improved output predictability, readability, and engagement quality for project scoping, service discovery, and advisory direction.

Changed

  • Guidance behavior: Changed Mirai from a broader guidance assistant toward a structured execution-guidance system.
  • Routing emphasis: Changed response behavior to prioritize service relevance, pathway clarity, and next-step decision support.
  • Comparison format: Changed multi-option guidance toward a more standardized table logic with Path / Option, Description, Best Use Case, and DEISO Solution.
  • Closing flow: Changed generic closing behavior into a more controlled Get Started section that moves users toward a practical DEISO next step.

Fixed

  • Pseudo-table behavior: Reduced loose or inconsistent formatting in multi-option answers.
  • Mixed solution-link cells: Reduced cases where comparison rows contained excessive links, raw formatting, or unclear access paths.
  • Generic chatbot drift: Reduced off-scope response behavior by strengthening DEISO-relevant routing and scope protection.
  • Weak CTA endings: Reduced inconsistent closing patterns by enforcing clearer engagement and next-step logic.

Notes

  • This release is retained as part of the historical v4.x archive.
  • The current public development line should remain DEISO Mirai™ AI Pro v5.0 Preview Release.
  • This merged v4.1 entry consolidates the previous v4.1 release summary and detailed feature explanation into one standard changelog block.
  • This release strengthened Mirai as an execution-guidance system rather than a general-purpose chatbot.
Release summary: v4.1 made Mirai more controlled, structured, and conversion-aware by improving response architecture, option comparison, link discipline, DEISO pathway mapping, decision-tree routing, scope protection, and the user journey from question to engagement.

v4.0 — Unified Assistant Interface, Navigation Layer, Tool Support, and Execution Guidance

Historical major release entry expanding Mirai beyond prompt refinement into a fuller DEISO AI assistant environment with cross-device usability, smart navigation, tool support, workflow guidance, updated model intelligence, and deeper execution-path architecture.

버전 v4.0
일자 April 17, 2026
유형 Major release
상태 Historical archive

Added

  • Unified assistant interface: Added a new cross-device assistant interface for desktop and mobile, creating a more consistent Mirai experience across screen sizes.
  • Downloadable chat sessions: Added the ability to download assistant chat sessions for reference, recordkeeping, internal review, and project documentation.
  • Smart navigation and link sharing: Added support for quickly finding DEISO tools, services, training pages, platform pages, news pages, contact routes, consulting pages, and digital tool links.
  • Built-in FAQs and tool support: Added support for questions about DEISO tools, supported methods, platform compatibility, databases, workflows, and sustainability applications.
  • DEISO search and navigation layer: Added stronger navigation support across DEISO pages, services, tools, forms, and platform routes.
  • Technical support and workflow guidance: Added stronger handling for platform behavior, compatibility questions, workflow fit, and system-oriented usage scenarios.
  • Lead qualification support: Added stronger guidance toward evaluation, consultation, quotation, technical clarification, and structured DEISO follow-up routes.

Improved

  • Model intelligence: Improved the underlying assistant intelligence to support stronger response structure, coherence, reasoning depth, and controlled guidance behavior.
  • Execution-path intelligence: Improved Mirai’s ability to translate user objectives into actionable DEISO pathways rather than generic answers.
  • First-response conversion logic: Improved the opening interaction so Mirai can identify intent, frame the problem, and guide users toward a suitable starting route more quickly.
  • Structured comparison and multi-path guidance: Improved support for scenarios where several valid routes exist, such as execution, advisory, review, training, or technical evaluation.
  • Global and regulatory context awareness: Improved interpretation of geography, industry, supply-chain complexity, compliance context, and market-specific sustainability needs.
  • Tool-related guidance: Improved handling of questions about EcoIN Data AI database support, CFs Finder compatibility, SimaPro integration, LCA training content, and DEISO Spark usage.
  • Product presentation: Improved Mirai’s role as a serious DEISO guidance layer rather than a lightweight chat widget.

Changed

  • Assistant role: Changed Mirai from prompt refinement toward a fuller DEISO AI assistant environment.
  • Guidance behavior: Changed responses toward execution-first logic, where user objectives are mapped to service, system, review, or next-step pathways.
  • Navigation behavior: Changed Mirai from a simple response engine into a more intelligent access layer across DEISO’s offering landscape.
  • Commercial routing: Changed the assistant’s interaction pattern to support more structured movement from inquiry to DEISO engagement.

Fixed

  • Passive guidance risk: Reduced vague or passive answer behavior by strengthening execution-path orientation.
  • Device inconsistency: Reduced interface inconsistency between desktop and mobile through the unified assistant experience.
  • Unstructured pathway selection: Reduced ambiguity when users need to choose between multiple DEISO engagement routes.
  • Manual navigation friction: Reduced the need for users to manually browse for training, service, contact, digital tools, and platform links.
  • Free-consulting leakage: Reduced misuse risk by reinforcing Mirai as a controlled enterprise guidance system rather than an unrestricted consulting-output generator.

Example Prompt Coverage Added

  • Navigation prompts: “Show me the link for the training finder,” “Find the DEISO contact page,” “Send me the page for digital tools,” and “Link to EPD consulting please.”
  • Tool-support prompts: “What databases does EcoIN Data AI support?”, “Is CFs Finder compatible with Excel?”, “Does this tool integrate with SimaPro?”, and “Is DEISO Spark web-based?”
  • Training and platform prompts: “What’s included in LCA training?”, “Open the remote training list,” and “Where is DEISO’s news page?”

Notes

  • This release is retained as part of the historical v4.x archive.
  • The current public development line should remain DEISO Mirai™ AI Pro v5.0 Preview Release.
  • This merged v4.0 entry consolidates the original fixed v4.0 release block with the navigation-layer and tool-support materials into one standard changelog block.
  • The specific backend model label used historically should be treated as release-context information, while the public Mirai version line remains independent from backend model naming.
  • The Mirai chat interface itself is controlled by the backend/platform and is not modified by this WordPress page block.
Release summary: v4.0 expanded Mirai into a fuller DEISO AI assistant environment by introducing a unified cross-device interface, downloadable chat sessions, smart navigation and link sharing, built-in FAQ and tool support, stronger model intelligence, execution-path guidance, anti-free-AI protection, technical workflow guidance, global context awareness, and lead qualification support.

v3.3 — Prompt Table, Legacy Capabilities, Service Discovery, and Human Support Routing

Historical legacy release entry covering the February 16, 2025 prompt-table reference and the earlier Mirai capability set before the v4.0 release, including blog recommendations, service matching, country-specific assistance, training navigation, help commands, and human support handoff.

버전 v3.3
일자 February 16, 2025
유형 Prompt table / legacy capability release
상태 Historical archive
Position Pre-v4.0 foundation

Added

  • Prompt-table reference: Added a defined v3.3 prompt-table reference for version tracking, prompt architecture review, and controlled system documentation.
  • Insights and blog recommendations: Added support for recommending DEISO Insights content on LCA, packaging sustainability, decarbonization, Scope 3 emissions, and related sustainability topics.
  • Service recommendation and smart matching: Added early matching between user needs and DEISO services, including EPD support, carbon footprint consulting, training routes, and online or onsite delivery options.
  • Country- and project-specific assistance: Added support for questions related to service availability and project relevance across countries and regions.
  • Training program guidance: Added early support for comparing DEISO training programs, levels, duration, cost, and certification-related questions.
  • Help and example prompt commands: Added basic help commands such as “Help,” “What can you do?”, “Show me example prompts,” and “List all features of Mirai AI Pro.”
  • Human support and WhatsApp handoff: Added early human escalation pathways for users who wanted to speak with DEISO or reach customer support.

Improved

  • Prompt architecture traceability: Improved historical tracking of Mirai’s prompt framework and system-development reference points.
  • DEISO service discovery: Improved the ability to guide users toward relevant services, training pages, and project-support pathways.
  • Training navigation: Improved handling of beginner-level training questions, openLCA program inquiries, PCF training questions, and delivery-mode comparisons.
  • Contact routing: Improved presentation of WhatsApp access, human support options, and DEISO contact information.
  • DEISO-branded assistant behavior: Improved structured help behavior across earlier Mirai persona versions.

Changed

  • Assistant foundation: Established Mirai’s earlier role as a DEISO-branded service discovery and support assistant before the stronger v4.0 execution-guidance architecture.
  • Interaction categories: Organized early use cases around prompt-table structure, blog discovery, service matching, country-specific guidance, training navigation, help commands, and human handoff.
  • Version presentation: Used legacy footer and version-output patterns that should now be treated as archive references only.

Fixed

  • Archive formatting: Removed non-production content-reference artifacts from the public changelog presentation.
  • Legacy visual density: Replaced the older decorative legacy overview and prompt-table reference layouts with one standard IT-style release-note block.
  • Version clarity: Clarified v3.3 as a historical archive entry below the v4.x release line.

Notes

  • This release is retained as a legacy archive entry because it represents the earlier Mirai capability layer before v4.0.
  • This entry also preserves the February 16, 2025 prompt-table reference as a historical system-documentation point.
  • The current public development line should remain DEISO Mirai™ AI Pro v5.0 Preview Release.
  • Legacy v3.x footer/version language should not be used as current product branding.
  • The v3.3 feature set was foundational, while v4.0 and later releases shifted Mirai toward stronger execution guidance, pathway mapping, and enterprise interaction control.
Release summary: v3.3 represents the legacy Mirai capability foundation and prompt-table reference point, covering early service discovery, training navigation, blog recommendations, country/project assistance, help commands, human support routing, version tracking, and DEISO-branded assistant behavior before the v4.0 architecture shift.

Ask Mirai AI to Identify the Right DEISO Execution Path

Describe your objective, system need, compliance requirement, or project challenge, and Mirai AI will guide you toward the most relevant DEISO execution path.

Best use: use Mirai when you need structured direction across DEISO services, sustainability systems, technical execution, compliance pathways, review needs, or next-step decision support.

Documentation & Changelog

Access the official DEISO Mirai™ AI Pro documentation and changelog on Mintlify for a structured reading experience.

miraidocs.deiso.app

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영문 주소:
시오도메 시바리큐 빌딩 21층
미나토구 가이간 1-2-3
일본 도쿄도 105-0022.

일본어 주소:
〒105-0022 東京都港区海岸1-2-3
汐留芝離宮ビルディング21階, 合同会社DEISO.

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DEISO로 간편하게 시작하기!

시작하는 7가지 방법

현재 상황에 맞는 시작점을 선택하세요

모든 방문자가 첫날부터 필요한 것을 알고 있는 것은 아닙니다. 이 7가지 온보딩 경로는 원하는 서비스를 정확히 알고 있는 경우 부터 질문에서 시작해 AI의 안내를 받는 경우. 까지 전 범위를 지원합니다. 상황에 맞는 방법을 선택하세요.

1필요한 것이 명확하다면추천 적합한 DEISO 서비스 찾기 몇 번의 클릭으로 요구사항에 맞는 DEISO 서비스를 찾으세요. 다음 기준으로 필터링할 수 있습니다: LCA, GHG, PCF, EPD, ESG, 중대성 검토, S-LCA, 폐기물, 순환경제, EIA, 등. 이미 범위를 알고 있다면 가장 빠른 경로입니다. 적합한 대상 “검증 전 Scope 3 검토 및 제출 전 점검이 필요합니다” 또는 “EPD 15804에 맞춰 EN를 준비해야 합니다.” 서비스 파인더 열기 → 2내부 역량을 구축하고 있다면추천 역량 강화 프로그램 살펴보기 팀에 적합한 DEISO 교육 프로그램을 찾으세요 — LCA, GHG 산정, PCF, EPD 개발, ESG 보고, 환경 검토, ISO 14001 및 산업별 프로그램. 직무, 수준 및 형식별로 필터링할 수 있습니다. 적합한 대상 사내 LCA, GHG 또는 EPD 역량을 구축하는 팀과 사우디아라비아 Vision 2030과 같은 인력 개발 우선순위에 부합하는 조직에 적합합니다. 교육 파인더 열기 → 3업무 착수 전 기술적 방향이 필요하다면추천 무료 기술 평가 전체 업무를 의뢰하기 전에 지속가능성 요구사항에 대한 초기 기술 평가를 요청하세요. DEISO는 귀사의 프로젝트 요구사항, 기술적 맥락, 엔터프라이즈 요구사항, 보고 목표 및 서비스 방향 을 검토하여 적합한 경로를 파악할 수 있도록 지원합니다. 적합한 대상 LCA, GHG, PCF, EPD, ESG 또는 지속가능성 운영체계 업무를 시작하기 전에 기술적 방향이 필요한 기업, 공급업체 및 공공기관 지속가능성 팀에 적합합니다. 무료 평가 시작하기 → 4빠르게 답을 얻고 싶다면 빠른 검색 사용하기 페이지 사이드바의 검색 아이콘을 클릭하거나 Ctrl Shift Del 키를 눌러 사이트 어디에서나 파인더를 여세요. 다음과 같은 용도에 적합합니다: 빠른 키워드 검색 몇 초 안에 결과를 확인하고 싶을 때 유용합니다. 적합한 대상 표준, 서비스명 또는 교육 프로그램 등 찾는 용어를 이미 알고 있으며 탐색 과정 없이 바로 해당 페이지로 이동하고 싶은 모든 분에게 적합합니다. 빠른 검색 열기 → 5심층적으로 살펴보고 싶다면 고급 검색 사용하기 서비스, 솔루션, 방법론, 사례 연구, 아티클 및 기술 리소스를 포함한 DEISO 전체 지식 기반을 검색하세요. 다음과 같은 경우에 가장 적합합니다: 먼저 조사하고 나중에 결정하기. 적합한 대상 대화를 시작하기 전에 방법론의 깊이를 비교하려는 연구자, 조달팀 및 기술 책임자에게 적합합니다. 고급 검색 열기 → 6한 번에 모든 내용을 보고 싶다면 전체 사이트맵 보기 다음을 한곳에 모은 색인 사이트의 모든 페이지와 모든 아티클 — 서비스, 교육 프로그램, 솔루션, 방법론, 사례 연구 및 뉴스. 입력하면서 필터링하거나 구조를 위에서 아래로 살펴보세요. 적합한 대상 이전에 본 페이지를 다시 찾는 재방문자와 필터 질문에 답하기보다 전체 구조를 훑어보기를 선호하는 모든 분을 위한 공간입니다. 사이트맵 열기 → 7질문하고 싶으시다면고급 Mirai AI에게 질문하기 DEISO Mirai™ AI Pro 는 DEISO의 AI 가이드 어시스턴트입니다. 지속가능성 관련 요구사항을 질문하면 적합한 서비스로 안내하고 접근 방식을 설명하며, 준비가 되면 DEISO 팀으로 연결해 드립니다. 이렇게 질문해 보세요 “CSRD Scope 3 공시를 위해 무엇을 준비해야 하나요?” · “제품 탄소발자국을 어떻게 시작하나요?” · “어떤 DEISO 서비스가 EPD 프로젝트에 적합한가요?” Mirai에 문의하기 →
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