DESIO Mirai AI Pro – Intelligent AI Guidance for DESIO – Ask AI

Start Here — 15 High-Intelligence Questions

• We want to move beyond one-off studies and establish a recurring sustainability intelligence system covering GHG, dashboards, and LCA. Where do we start?
• Our LCA model is complete but we have methodology gaps and need independent review before EPD submission. What's the fastest defensible path?
• Our Scope 3 inventory has significant supplier data gaps and inconsistent methodologies across categories. We're approaching disclosure. What should we prioritize?
• We need a PCF for our flagship product aligned with ISO 14067 with the intent of publishing an EPD. We have primary data for manufacturing but limited upstream data.
• Our LCA has been completed internally but our client requires a third-party critical review under ISO 14044. How does DEISO approach this and what do we need to prepare?
• We want to model our production facility's environmental performance in real time to support continuous improvement and reporting. Is this something DEISO can structure?
• We have a completed Scope 1–3 GHG inventory but need independent audit before submitting to CDP and our board. What level of review is appropriate?
• Our team uses openLCA but we have low confidence in our modelling assumptions and database selection. We need structured technical guidance, not a course.
• We don't know whether to start with LCA, EPD, or GHG work. We have a product portfolio and a regulatory deadline in 6 months. What's the fastest way to get oriented?
• We're scaling our ESG reporting across 12 business units with different data systems. We need a governance architecture that works for GRI and CSRD. What's the right starting point?
• We are transitioning to a circular economy model and need to simultaneously develop LCA, LCC, EIA, and digital twins. Where should DEISO begin and how do these sequence?
• We operate across multiple countries with inconsistent Scope 3 methodologies and need alignment for CDP and CSRD. What is the correct sequencing?
• We developed an internal LCA model but have allocation, data quality, and assurance concerns before EPD use. What is the best starting point?
• We are a multinational with 12 business units needing CSRD compliance, unified GHG inventory, governance, and dashboards within 18 months. Where do we start?
• We completed an LCA in GaBi with allocation conflicts and documentation gaps and need EPD alignment under EN 15804+A2. What is the correct sequence of services?