DWS IQ Industrial Intelligence · Mining & Quarrying vertical
Part of the DWS IQ Industrial Intelligence suite — core engine DWS IQ 6, sovereign dual-use tier Aegis. Purpose-built for the Mining & Quarrying industry: extraction emissions under EU ETS (indirect), CBAM-linked supply chains, CSRD, and the Critical Raw Materials Act (CRMA) — one of the 25 EU-regulated industries DWS IQ serves.
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
A representative end-to-end trace showing the Mining & Quarrying ontology — trigger → named DWS IQ agents → regulatory outcome. This is an illustrative, anonymized deployment pattern, not a real named customer, consented deployment, or actual incident. Figures are representative.
Trigger — A Nordic strategic-minerals operator (anonymized) supplying a Critical Raw Materials Act strategic project must evidence extraction emissions and supply-chain provenance — the CRMA entered into force in 2024, with strategic-project and monitoring milestones advancing through 2025 — while preparing its first ESRS E1 statement.
Agents — MineOps Agent reconstructs Scope 1 haul-and-dispatch diesel emissions; Emissions Data Analyst aligns figures to EU ETS benchmarks and CBAM import factors against EEA GHG Inventory sector averages; Sovereignty Monitor certifies EU data residency for critical-raw-materials data; the Compliance Agent maps the result onto ESRS E1 and the CRMA reporting obligations.
Outcome — An audit-ready ESRS E1 disclosure plus a CRMA-aligned provenance record, with an EU AI Act Article 12 decision log. The architecture is ALIGNED to ESRS E1 and CRMA monitoring requirements and runs with zero CLOUD Act exposure.
Regulatory anchor: the Critical Raw Materials Act entered into force in 2024 with implementation milestones through 2025; CSRD first reports for FY2024 were filed in 2025; the EU AI Act entered into force in 2024 with obligations phasing in through 2026. (Checkable EU regulatory timeline facts.)
Mining & Heavy Industry — page v1.1 · 2026-06-23