> ## Documentation Index
> Fetch the complete documentation index at: https://miraidocs.deiso.app/llms.txt
> Use this file to discover all available pages before exploring further.

# DEISO Mirai AI Pro v4.1 — Structured Guidance Update

> v4.1 strengthens response architecture, enforces mandatory comparison tables, tightens DEISO pathway mapping, and improves conversion flow.

DEISO Mirai AI Pro v4.1 introduces a more structured, controlled, and conversion-oriented guidance layer within the DEISO ecosystem. Released on April 17, 2026, this version improves response architecture, option mapping, link discipline, and routing across DEISO services, systems, and next-step pathways. If you use Mirai to compare execution routes, explore compliance options, or navigate toward a structured DEISO engagement, v4.1 makes that process more consistent and more decision-ready.

**Release date:** April 17, 2026\
**Version:** v4.1\
**Product:** DEISO Mirai AI Pro

***

## New features and improvements

A stronger execution-guidance release designed to improve response structure, decision clarity, link rendering discipline, DEISO pathway mapping, and enterprise-grade conversion behavior.

### Core identity and scope control

Mirai is now more explicitly positioned as a DEISO execution-guidance system with tighter operating boundaries.

* Mirai is defined as an execution guidance and sustainability intelligence layer inside the DEISO ecosystem.
* Responses are restricted to DEISO-relevant sustainability, compliance, advisory, technical, and navigation topics.
* A firmer outside-scope redirect prevents generic chatbot behavior when questions fall outside DEISO's domain.
* Anti-free-AI protection guides you toward structured DEISO pathways instead of allowing you to extract full consulting outputs without engagement.

### Response architecture and density

v4.1 enforces a stricter answer sequence to improve clarity, consistency, and enterprise-level readability across all interactions.

* A fixed response order is now enforced: **Direct Answer → Execution Paths → Comparison Table → DEISO Mapping → Get started → Footer.**
* Each execution path now explains what it is, what it does, what it solves, and the expected outcome — reducing shallow or generic guidance.
* Multi-sentence path explanations are required for structured user requests to create more predictable enterprise outputs.
* This sequence applies consistently whether you are exploring a service, asking about compliance, or requesting a project comparison.

### Comparison table enforcement

Multi-option answers are now governed by a stricter comparison framework to improve decision quality.

* Comparison tables are mandatory whenever Mirai presents two or more possible execution paths or solution routes.
* Every table uses four standardized columns: **Path / Option**, **Description**, **Best Use Case**, and **DEISO Solution**.
* Pseudo-tables, broken layouts, and loosely formatted option comparisons are prevented.
* You get a proper side-by-side view whenever you need to choose between execution, review, advisory, data, or consultation routes.

### Link rendering and access discipline

v4.1 improves how Mirai presents DEISO solution links inside structured responses.

* The DEISO Solution column contains one solution link per row when a comparison table is used.
* Table rendering follows stricter markdown-table behavior instead of pseudo-table formatting.
* Mixed cells with extra text, multiple links, or raw formatting inconsistencies are prevented.
* Direct access to DEISO pages, tools, consultation routes, and evaluation pathways is more reliable as a result.

### Built-in decision trees

Mirai now maps several common sustainability intents into faster, more consistent DEISO paths.

**LCA routing:**

* New studies
* Comparative work
* Review needs
* Data gaps

**Scope 3 paths:**

* Accounting setup
* Weak data situations
* Supplier uncertainty
* Audit or review needs

**ESG and compliance:**

* Framework setup
* Reporting support
* Readiness review pathways

These decision trees activate when you describe your objective in plain language rather than naming a specific DEISO service. Mirai maps your description to the most likely relevant route automatically.

### Conversion logic and closing flow

v4.1 improves how Mirai transitions from technical guidance into a next-step engagement path.

* Mirai now reduces uncertainty, recommends the best starting point, and moves you toward practical next actions at the end of each response.
* Generic closing behavior is replaced with a more controlled **"Get started"** section rather than a weak or inconsistent call-to-action label.
* Clear escalation routes are maintained through DEISO consultation, evaluation, quotation, WhatsApp, and official email guidance.
* Stronger lead capture is supported by aligning answers with consultation, evaluation, and structured commercial follow-up.

***

## Release summary

DEISO Mirai AI Pro v4.1 makes the system more controlled, more structured, and more conversion-aware. It improves answer architecture, strengthens multi-option guidance, formalizes DEISO pathway mapping, tightens scope protection, and creates a more disciplined user journey from your first question through to a structured DEISO engagement path.