DWS Intelligence · We amplify human intelligence in regulated industries.
AI-driven solutions for the manufacturing industry to reduce carbon footprint and optimize efficiency.
Challenge: Manufacturing plants often run energy-intensive processes during peak grid hours when electricity is dirtiest (highest carbon intensity) and most expensive.
Solution: DWS IQ's EnergyOracle Agents integrate with production schedules and local grid carbon data. They autonomously reschedule non-critical high-energy tasks (like heating or smelting) to times when renewable energy availability is highest.
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.
Factory energy optimization. Integrates with MES/SCADA, scores process efficiency against sector benchmarks.
Climate IQ agent for Steel & Metals. Tracks every tonne of CO2 per tonne of steel against EU ETS benchmark 1.328 tCO2e/t.
Climate IQ agent for Aluminium. Electricity-driven emissions, CBAM default factors, recycled content bonuses.
EU regulatory gap analysis: CSRD, CBAM, ETS, EU AI Act. Scored assessments with cited sources.
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.
Qwen 2.5 72B
Excellent at CBAM product classification, Bill of Materials analysis, and process emissions calculation. Strong at structured JSON output for compliance declarations.
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 EnergyOracle 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: Konecranes brings production planning agents + supply chain agents for embedded emissions tracking across 50+ suppliers
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: Ammunition, armoured vehicles, dual-use electronics
Dual-use manufacturing spans ammunition production, armoured vehicle assembly, electronics with military applications, and advanced materials. Aegis delivers export control automation (Reg. 2021/821), sovereign monitoring of production lines via ICEYE SAR, and Article 12-compliant AI agents for quality control and emissions reporting across classified production facilities.
EU ETS, CSRD, CBAM, Dual-Use Reg. 2021/821, EU AI Act