Filings under deadline
The Italian annual waste declaration (MUD), the report for the AIA permit (Italy's IED/IPPC permit), energy audits: data scattered across registries, ERPs, bills and PDFs, rebuilt by hand.
Environment
Environmental and energy compliance that turns into savings.
Industrial plants and companies with environmental and energy obligations, from waste to emissions, from IPPC permits to energy audits, up to supply-chain ESG. noze brings agentic AI into filing processes and into the analysis of inefficiencies and costs, with approval always in the manager's hands.
Your challenges
Inefficiencies hidden in data
Anomalous consumption, out-of-line disposal costs and missed incentives stay hidden until the audit.
Audits hard to defend
Figures without a traceable source and decisions made on partial information.
Rising supply-chain ESG
Customers, banks and tenders ask for environmental and energy data even from companies with no reporting obligation.
How we can help
Product
Product
Solution
Solution
Solution
Solution
ProductVerdePilot
AI copilot for MUD, AIA report and wasted energy: verifiable drafts and anomalies surfaced, with human approval.
ProductCyberAgent
Vulnerability assessment and NIS2 compliance for plant systems and the OT/IT network.
SolutionArtificial Intelligence
Agentic AI, RAG and governance applied to environmental and energy processes.
SolutionCybersecurity
Security for plants and infrastructure, OT/IT segmentation and NIS2 compliance.
SolutionCloud & Web Apps
Data integration across ERPs, plants and registries, with web apps and dashboards.
SolutionResearch & Development
25+ years of applied R&D on energy, climate and sustainability, including EU consortia.
Related projects
2010–2012
RI.P.E.G.: mobile urban air-pollution monitoring
Portable system for real-time monitoring of ultrafine particulate, ozone, CO and NOx in urban areas, integrated on mobile vehicles.
2014–2015POLAB eyEM: personal RF electromagnetic field detector
eyEM Data Manager for Polab: Chrome app to download and analyse data from the eyEM personal RF electromagnetic field sensor (100 MHz–3 GHz) via USB serial.
Insights
Agent harness and sandbox: TrueForge and smolvm
TrueForge is an open-source harness in TypeScript holding the execution loop, MCP tools, approvals and secrets. smolvm is a Rust CLI booting microVMs with a separate guest kernel on libkrun, with an egress allowlist in the configuration file. Underneath sit five different isolation levels, from a syscall filter to a VM, and each stops different things.
GLM-5.3: new post-training and cyber benchmarks
Z.ai announced GLM-5.3 on 14 August, stating it starts from the same base model as GLM-5.2 and that every gain comes from post-training. The weights are not out yet. On CyberGym and ExploitGym the benchmarks measure something other than finding a vulnerability, and the CyberGym paper reports 759 raw crashes for 9 confirmed zero-days after manual triage.
Zero-knowledge proofs over inference: the Attestable launch and the published numbers
Attestable announces a $20M seed and writes that practical zero-knowledge proofs were considered impossible and that the company solved it. The technical post declares two temporary limitations, a 16K token window and integer quantisation of matrix multiplications, and labels the benchmarks alpha results on a single H100. IACR ePrint 2025/535, a preprint with no experimental setup described and no peer review, states 150 seconds per token on one core for Llama-3 8B.
Frequently asked questions
Can you use AI to fill in the MUD and the AIA report?
verdepilot is an AI copilot for the MUD waste declaration, the AIA report and wasted energy: it prepares verifiable drafts and surfaces anomalies, with approval always in the managers' hands. Data scattered across registries, ERPs, bills and PDFs no longer has to be rebuilt by hand.
Does NIS2 also cover industrial plants and the OT/IT network?
cyberagent brings vulnerability assessment and NIS2 compliance to plant systems and the OT/IT network, with OT/IT segmentation on the security side. It is the same perimeter covered by the cybersecurity solution for plants and infrastructure.
How do you answer ESG requests from customers, banks and tenders with no reporting obligation?
Customers, banks and tenders ask for environmental and energy data even from companies with no reporting obligation. The cloud solution integrates data across ERPs, plants and registries with web apps and dashboards, so the figures have a traceable source instead of decisions made on partial information.