AI-driven solutions for mining and heavy industry to reduce carbon footprint and optimize efficiency.
Challenge: Mining operations are energy-intensive, with haul trucks consuming massive amounts of diesel. Inefficient routing and idling contribute significantly to emissions.
Solution: DWS IQ's MineOps Agents optimize the dispatch and routing of haul trucks in real-time. They calculate the most fuel-efficient paths and speeds, reducing idling time and synchronizing with crusher capacity.
Impact:
Every DWS IQ agent ships with executable skills — invoked via /skill-name slash commands or the MCP tools/list API. Skills are the product: reusable workflows, hard compliance gates, and agent-accessible capabilities your team can run today.
Dispatch and haul optimization across open-pit and underground operations. Scope 1 extraction emissions.
Climate IQ agent for Cement & Earth Materials. Process emissions, clinker factor, limestone calcination.
ETS benchmark compliance, CBAM import factors, EEA GHG Inventory sector averages.
EU data residency, CLOUD Act exposure — critical for critical raw materials under the CRMA.
European Sovereignty Compliance Climate Intelligence Platform
Bring your multi-agent teams and enterprise data to a sovereign EU-hosted platform. Each industry gets its own model evaluation — the AgentConfig.model field is per-agent, running a trained Lifetime World Model + open LLM with continuous benchmarking. The Lifetime World Model is the enterprise learning layer that fine-tunes your data and regulations, optimizes market value, and ensures competitive advantage through multi-agent intelligence tools.
DeepSeek-V3
Cost-effective for processing large volumes of geological and environmental monitoring data. Strong at complex emissions calculations across extraction, processing, and transport stages.
Connect your existing AI agents to DWS IQ via the A2A protocol. Your agents publish an Agent Card, and our platform discovers and orchestrates them alongside the MineOps Agent.
Every BYO agent is bound to a verified human identity, isolated in a MicroVM sandbox, and subject to TC-4 Leash-Snap termination. We aim to open-source the KYA Standard via the Agentic AI Foundation, NIST, and European standards bodies. Know Your Agent Standard →
Example: Boliden brings extraction optimization agents + environmental monitoring agents for real-time compliance
The Lifetime World Model is the enterprise learning layer that adds intelligence on top of your chosen LLM. It fine-tunes enterprise data and regulation, optimizes market value, and ensures competitive advantage with multi-agent tools — trained specifically on your industry context.
Dual-use angle: Rare earths, strategic minerals, critical raw materials
Strategic mineral extraction — rare earths, lithium, cobalt, tungsten — is classified as dual-use when destined for defence applications. Aegis provides ICEYE SAR monitoring of mining sites, export control compliance for critical raw materials, and sovereign emissions reporting agents for mines supplying defence supply chains.
EU ETS, CSRD, CBAM, CRM Act, Dual-Use Reg. 2021/821