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
- Accounting setup
- Weak data situations
- Supplier uncertainty
- Audit or review needs
- Framework setup
- Reporting support
- Readiness review pathways
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.