One Brain, Eight Industries

Platform Architecture

Multi-agent AI orchestration for EU-regulated industries. Specialized agents, sovereign data residency, and enterprise-grade compliance — built in Finland.

Architecture Overview

DWS IQ 6 follows a Brain-Memory-Body-Hands architecture where specialized AI agents collaborate through the Model Context Protocol (MCP) to handle complex industrial tasks while maintaining full EU regulatory compliance.

BRAIN — DWS IQ 6 PLATFORM Claude Opus Agent Router MCP Protocol Approval Workflows MEMORY — LIFETIME WORLD MODEL EU Regulations Industry Models Semantic Memory pgVector BODY — FIREHORSE SUITE Omnichannel Report Engine Automation Content DMS HANDS — LIFETIME FLEET IoT Sensors Edge AI (Jetson) Robotics DATA FLOW
Brain

DWS IQ 6 Platform

Multi-agent orchestration via delegation and event bus. 16+ TypeScript agents with deterministic scoring, MCP protocol, and tiered human-in-the-loop approval.

Memory

Lifetime World Model

EU regulations, industry models, and semantic memory powered by pgVector. Customer data isolation via Supabase RLS with 7-year audit retention.

Body

Firehorse Suite

Omnichannel sales, signed reports, report engine, automation workflows, and content document management. The enterprise execution layer.

Hands

Lifetime Fleet

IoT sensors, NVIDIA Jetson edge AI inference, and robotics integration for real-world industrial operations and site monitoring.

Specialized Industry Agents

Each industry vertical has a purpose-built agent that inherits from a common base class. Agents use different cognitive reasoning patterns optimized for their domain.

Industry Agent Pattern Key Capabilities
Logistics LogisticsAgent ReAct Route optimization, Kela transport, driver dispatch
Construction ConstructionAgent ReAct Tilaajavastuu, YTJ verification, safety index
Compliance ComplianceAgent Chain-of-Thought NIS2 reporting, GDPR requests, EU AI Act
Energy EnergyAgent Tree-of-Thought Fingrid data, grid optimization, ETS tracking
Healthcare HealthcareAgent Chain-of-Thought DVV integration, patient data, GDPR handling
Manufacturing ManufacturingAgent ReAct Supply chain, CBAM reporting, Traficom
Public Sector PublicSectorAgent Chain-of-Thought Suomi.fi, DVV population register
Financial Services FinanceAgent Reflexion FIN-FSA compliance, risk assessment
Cognitive Patterns: Each agent uses the reasoning pattern best suited to its domain. ReAct for tool-using tasks, Chain-of-Thought for step-by-step compliance analysis, Tree-of-Thought for multi-option optimization, and Reflexion for self-correcting financial assessments.

EU Compliance Built In

Regulatory compliance is not an add-on — it is embedded at the orchestration layer. Every agent decision is logged, auditable, and compliant with EU regulations from day one.

🛡

GDPR

Data minimization, right to erasure, PII redaction, consent management

🔒

NIS2

24h incident notification, supply chain security, TLS 1.3, audit logs

🤖

EU AI Act

Transparency via reasoning traces, human oversight with approval gates

🌍

CSRD / ETS / CBAM

Automated carbon reporting, emission factor tracking, ESRS disclosures

🇪🇺

Data Sovereignty

Finland-hosted (europe-north1), no US CLOUD Act exposure

🔍

Aiwen Audit Layer

Article 12 logging, reasoning lineage, 7-year retention

Why DWS IQ 6?

Purpose-built for EU-regulated industries, not retrofitted from a US consumer AI platform.

Capability DWS IQ 6 Generic AI Platforms
EU Compliance Built-in (GDPR, NIS2, EU AI Act) Requires custom integration
Finnish Regulations Native (Tilaajavastuu, YTJ, Kela) Not supported
Data Residency Finland (europe-north1) Often US-based
Industry Agents Purpose-built per vertical Generic chatbots
Approval Workflows Tier-based human-in-the-loop All-or-nothing
Memory System Semantic + Episodic per customer Session-only
Agent Protocol MCP (Model Context Protocol) Proprietary or none

Technology Stack

Production-grade infrastructure hosted in the EU, with open standards and no vendor lock-in.

LLM
Claude (Anthropic)

Primary reasoning, tool use, EU-friendly

Orchestration
TypeScript + MCP

JSON-RPC 2.0 protocol, 25+ tools

Database
Supabase + Aiven PostgreSQL

pgVector, RLS, Helsinki-hosted

Frontend
React 19 + Vite + Tailwind

TypeScript, Zod schemas

Cloud
Google Cloud Run + Cloudflare

europe-north1, edge workers, CDN

Edge AI
NVIDIA Jetson + Ollama

Local inference, 128GB DGX Spark

Security
Cloud Armor WAF + JWT

TLS 1.3, geo-blocking, rate limiting

Observability
OpenTelemetry

Vendor-neutral tracing and metrics

Ready to Deploy Enterprise AI?

Talk to our team about how DWS IQ 6 can transform your industrial operations with sovereign, compliant AI agents.

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