Read-and-act, not read-only
Dashboards tell you what happened. DWS IQ takes the next step: every integration is bidirectional. We ingest telemetry, reason on it with the Lifetime World Model, then write actions back to the source system — setpoint changes, work orders, purchase requisitions, supplier flags, regulator filings.
Integration lifecycle:
- Ingest — stream or batch pull from the source (Building X API, SAP S/4HANA, Siemens Desigo CC, IFS, Dynamics, MES, IoT).
- Reason — Lifetime World Model evaluates against live EU regulation set (CSRD, EPBD, CBAM, Taxonomy, Fit for 55). DWS IQ agents plan interventions.
- Act — writeback to the source: HVAC setpoint adjustments, maintenance work orders, CBAM supplier questionnaires, automated ESRS datapoint submission, Taxonomy CapEx tagging, renovation-passport triggers.
- Audit — every action recorded with reasoning lineage to sovereignty audit tables (Article 12) and signed with the Aegis provenance chain.
Every integration ships with:
- EU-sovereign data path — payloads processed in Helsinki (Aiven), Hamina (Google Cloud europe-north1), or Paris/Amsterdam (Scaleway). No US routing in Aegis tier.
- KYA-gated writeback — every action is attested to a verified human operator (Know Your Agent). Leash Snap (TC-4) lets the customer revoke agent write authority instantly.
- DWS IQ Aegis provenance chain — signed report and action output suitable for ESRS assurance providers and regulator audits.
Featured: Siemens — Building Automation to EU Compliance
Siemens Smart Infrastructure delivers the building operational data. DWS IQ 6 turns it into action — signed, submission-ready CSRD, EPBD, and EU Taxonomy output. One command, 90 seconds. Purpose-built for Nordic real-estate owners, REITs, construction groups, and facility managers navigating CSRD Wave 2 (FY2025 reporting) and the EPBD 2024 recast.
We don't ship another dashboard. The data already exists in Building X and Desigo CC. What's missing is the layer that reads it, reasons against live EU regulation, and writes back: the signed CSRD narrative, the EPBD certificate update, the Taxonomy CapEx tag, the renovation-passport work order. That layer is DWS IQ.
Siemens Building X / Desigo CC / Navigator
Ingest live telemetry from Siemens building management platforms. Real energy consumption, HVAC load, indoor air quality, and occupancy data become the source-of-truth layer for CSRD E1 disclosures, EPBD energy performance certificates, and EU Taxonomy alignment percentages.
- Data sources: Siemens Building X cloud API, Desigo CC BACnet/REST, Navigator energy dashboard exports, Enlighted IoT sensor feeds.
- Frequency: real-time streaming (Building X) or daily batch (Desigo CC on-prem).
- Deployment: edge on NVIDIA Jetson / DGX Spark for air-gapped sites, or EU-sovereign cloud for multi-site portfolios.
- Target customer: Nordic real estate owners (Fabege, Atrium Ljungberg, Castellum, Citycon tier), construction groups (YIT, SRV, NCC), and facility service providers under CSRD Wave 2.
Data flow
Compliance mapping
| Siemens data | Regulatory output | Evidence type |
|---|---|---|
| Metered electricity, district heat, gas consumption (per asset) | CSRD ESRS E1-5 (energy consumption), E1-6 (GHG Scope 1 & 2) | Metered kWh with timestamp + EU ETS-grade emission factor |
| Building performance indicators, HVAC runtime, envelope losses | EPBD 2024 recast — energy class, renovation passport | Annual primary energy kWh/m2, compared to national reference |
| Asset register, certifications (BREEAM, LEED, DGNB), renovation history | EU Taxonomy — Substantial Contribution & DNSH criteria (construction & real estate activities 7.1–7.7) | Per-asset Taxonomy-aligned revenue / CapEx / OpEx percentages |
| Occupancy sensors, indoor CO2, PM2.5, thermal comfort | ESRS S1 (own workforce) + EPBD indoor environmental quality | IEQ compliance evidence for office portfolios |
Partnership status: design partner conversations in progress with SI Building Nordics (Siemens Smart Infrastructure, Nordic unit). Pilot scope: 3–5 Nordic building portfolios, FY2025 CSRD cycle.
All integrations
DWS IQ's integration layer is modular: each adapter is a typed connector in
src/integrations/ with its own CSRD / CBAM / Taxonomy mapping module.
ERP & Financial Systems
SAP S/4HANA
Material master, procurement, emissions accounting, Scope 3 purchased goods. Bidirectional sync via SAP Green Ledger APIs.
LiveIFS Cloud
Industrial asset management, work orders, spare parts, maintenance emissions. Nordic industrial customers.
LiveMicrosoft Dynamics 365
Finance & Operations, Business Central, Supply Chain. Sustainability Manager bidirectional sync.
LiveMonitor ERP
Nordic manufacturing ERP. Production order emissions, material flows, scrap accounting.
LiveVisma
Nordic SMB financial data, purchase ledger, supplier spend → Scope 3 spend-based emissions.
LiveJeeves ERP
Nordic discrete manufacturing, BOM-level embodied carbon aggregation.
PilotBuilding Automation & Industrial Control
Siemens Building X / Desigo CC
Building management & energy telemetry → CSRD E1, EPBD, Taxonomy. See featured section above.
Design PartnerABB Robotics
Industrial robotics control & manufacturing execution data. Scope 1 & 2 emissions per cell.
PilotAspenTech
Process optimization & asset performance. Refinery, petrochemicals, chemicals emission intensity.
PilotESG Reporting & Disclosure
Worldfavor
Supplier sustainability data exchange. DWS IQ pulls supplier Scope 3 disclosures into ESRS E1-7 upstream reporting.
LivePosition Green
Nordic ESG data collection. Bidirectional sync of CSRD datapoints across EFRAG ESRS 2023 final set.
LiveStatus legend: Live production deployment · Pilot paying pilot customers · Design Partner architecture & scope agreed, pilot Q2–Q3 2026
Agentic Commerce 2026 Roadmap
Agentic Commerce is the next layer of enterprise integration: AI agents that negotiate, transact, and report autonomously on behalf of industrial enterprises — within EU-regulatory guardrails. DWS IQ 6 implements Agentic Commerce across four protocol planes.
Protocols & Standards
MCP — Model Context Protocol
Anthropic's open standard for tool-calling agents. DWS IQ exposes 48+ MCP tools
(/mcp/tools/list) so any Claude or third-party agent can query compliance
status, emission factors, and CSRD datapoints without human mediation.
A2A — Agent-to-Agent
Google's open Agent-to-Agent protocol for cross-vendor agent communication. DWS IQ agents broadcast capability cards and accept structured task delegation from external agents (logistics, ERP, IoT) via A2A task envelopes.
PilotJSON-RPC 2.0 over HTTP/SSE
All DWS IQ agent endpoints implement JSON-RPC 2.0. Server-Sent Events enable streaming agent responses for long-running compliance calculations and real-time carbon metering.
LiveOpenAI-compatible Completions API
DWS IQ agent functions are accessible via the OpenAI-compatible completions endpoint, allowing any LLM orchestrator (LangChain, CrewAI, AutoGen) to invoke industrial agents without vendor lock-in.
LiveAgentic Transactions
Autonomous Procurement Execution
DWS agents evaluate supplier carbon intensity against CBAM thresholds and execute purchase orders autonomously when scope-3 criteria are met — triggering ERP write-back (SAP / IFS) and ESRS E1-7 ledger entries in a single transaction.
PilotEU ETS Carbon Allowance Transactions
Agents monitor EU ETS spot prices (ICE/ECX) and file allowance surrender events to the EU Registry API. Verified Emissions Reports (VER) are auto-generated and countersigned — no human-in-the-loop for routine compliance transactions.
PilotDynamic Contract Negotiation
Agents exchange structured offers via A2A task envelopes: price, carbon intensity, delivery SLA, and Scope 3 certificate. Counter-offers are evaluated by policy engine before human approval is triggered only above the configured risk threshold.
Design PartnerAutomated CBAM Declarations
On import event (customs API webhook), agents compute embedded carbon, cross-reference CBAM Regulation 2023/956 thresholds, generate the XML declaration, and submit to the EU CBAM Registry — end-to-end without manual intervention.
LiveTrust, Audit & EU Compliance
KYA — Know Your Agent
Every agent transaction is signed with a KYA trust score (TC-1 through TC-4). Agents below TC-3 cannot execute financial transactions. Trust scores are logged immutably to the DWS audit ledger (Supabase + pgvector).
LiveEU AI Act Article 13 Transparency
All agentic transaction outputs include a mandatory disclosure header identifying the AI system, confidence score, and human override path — compliant with EU AI Act Article 13 (transparency obligations for high-risk AI systems).
LiveImmutable Transaction Ledger
Every agentic transaction is appended to a tamper-evident JSONL ledger
(logs/agent-transactions.jsonl). Hash-chaining ensures audit integrity
for CSRD material transaction disclosures and ETS registry submissions.
Human Override Protocol (TC-4 Leash Snap)
When an agent chain exceeds its authority (risk score > threshold), a TC-4 Leash Snap event is fired: all pending transactions are paused, a human operator is notified, and the agent context is frozen for audit. No transaction is lost.
Live📖 Research Basis — Agentic Commerce
Agentic Commerce architecture is developed in alignment with the DWS Firehorse research programme (V4 Thesis, 2026). The MCP + A2A dual-protocol stack, KYA trust scoring, and EU AI Act Article 13 disclosure layer represent the implementation of the Firehorse Thesis agentic transaction model. Protocol specs: KYA Standard v1 · Design Partner: Siemens · Book Agentic Commerce Demo
BYO Agent Interface v1 preview
Bring your own agents to DWS IQ via three open protocols. We speak what the industry speaks — A2A (Google, Linux Foundation) and MCP (Anthropic) — and wrap everything in KYA, our hardware-level trust layer that we aim to open-source via the Agentic AI Foundation, NIST, and European standards bodies.
Google's Agent2Agent protocol, donated to the Linux Foundation in 2026 (150+ orgs).
Your agents publish a Signed Agent Card at
/.well-known/agent-card.json; DWS IQ discovers and orchestrates them.
Status: Target — discovery + invocation on roadmap; Signed Agent Card endpoint in design.
Anthropic's open standard for tool exposure. DWS IQ exposes every V2 Skilled Agent at
/mcp
(JSON-RPC 2.0); your host discovers them via
tools/list.
Status:
Active — 18+ agents
exposed. Full reference: docs/GITHUB_MCP_TOOLS.md.
Lifetime Oy's hardware-level trust layer. Every BYO agent is bound to a verified human identity, isolated in a Firecracker MicroVM sandbox, and subject to TC-4 Leash-Snap forensic termination. No other marketplace offers this for BYO agents.
Open-source aim: Agentic AI Foundation, NIST, European standards bodies — mirroring how Google donated A2A to the Linux Foundation. Read the KYA Standard v1.5 →
Competitive context (Apr 2026): Salesforce AgentExchange (TDX 2026)
speaks MCP + A2A but relies on platform-level trust; Siemens Industrial Copilot
orchestrates specialised agents on Azure OpenAI; NVIDIA NIM Agent Blueprints ship
framework-agnostic microservices; .NET Aspire 13.2 ships an agent-native CLI; SAP Joule
and Oracle AI Agent Studio embed agents inside ERP. DWS IQ adds the sovereign EU LLM,
regulatory-first scoring, and KYA hardware isolation that none of them provide. Full
landscape: docs/field-notes/2026-04-22-agent-ecosystem-landscape-q2-2026.md.
Standards we comply with
Every integration is governed by published specifications — not black-box proprietary glue. Your audit team can trace every byte from the source system to the regulator.
Legend: Active = production-ready and auditable
today · Target = on roadmap with scheduled
assessment · Reference = informing design,
not claimed conformance · Considered =
under evaluation, not on committed roadmap. Source of truth:
DWS_STANDARDS_LIBRARY.md.
| Category | Standard | Version | Applied to | Status |
|---|---|---|---|---|
| Regulatory (EU) | EU AI Act | Reg. 2024/1689 | Agent platform, KYA, Article 12 reasoning lineage | Active |
| CBAM | Reg. 2023/956 | Import compliance calculator | Active | |
| EU ETS | Dir. 2003/87/EC (amend. 2023/959) | Emissions cost projection, benchmark factors 2021–2025 | Active | |
| CSRD / ESRS | Dir. 2022/2464 · ESRS 2023 | 82 disclosures mapped, ESG report extraction | Active | |
| NIS2 | Dir. 2022/2555 | Sovereign Database, incident response | Active | |
| GDPR | Reg. 2016/679 | All data handling, DPA (Art. 28), EU residency | Active | |
| Process & Quality | Automotive SPICE (ASPICE) | v4.0 (2023) | Lifetime Fleet — Tier-1 OEM procurement gate | Target 2027 |
| ISO/IEC 33000 series (SPICE) | 33002:2015 | Process capability assessment framework | Reference | |
| ISO/IEC 25010 (SQuaRE) | 25010:2023 | Agent trust scoring, KYA metrics, audit reports | Target 2026 Q3 | |
| ISO 9001 | 9001:2015 | Operational quality management (DWS IQ 7) | Considered | |
| Security & Governance | ISO/IEC 27001 | 27001:2022 | Platform-wide ISMS — Phase 6 certification | Target 2027 |
| SOC 2 Type II | AICPA TSC 2017 | Platform attestation | Target 2027 Q4 | |
| NIST CSF | CSF 2.0 (2024) | Control framework mapping | Reference | |
| Protocol & Interop | OData | v2 + v4 | SAP, IFS, Dynamics connectors | Active |
| MCP (Model Context Protocol) | 2024-11-05 spec | Agent discovery, /mcp endpoint |
Active | |
| JSON-RPC | 2.0 | MCP transport | Active | |
| OPC-UA | IEC 62541 | Industrial equipment ingestion (PLC, SCADA) via Jetson / DGX Spark edge | Implementing | |
| MQTT | v5.0 (OASIS) | Sensor data on Jetson / DGX Spark edge | Active | |
| OAuth 2.1 | draft-ietf-oauth-v2-1 | Authentication across all integrations | Active | |
| eIDAS | Reg. 910/2014 | DocuSign qualified electronic signatures | Active | |
| Reporting & Disclosure | ESRS (EFRAG) | 2023 final set | 82 disclosures mapped; ESG reports | Active |
| GHG Protocol | Corporate Standard (revised) | Scope 1/2/3 accounting for Firehorse | Active | |
| IPCC 2006 + 2019 Refinement | 2019 | Emission-factor fallback source | Active |
Expertise behind the standards
Standards only matter if the team behind them has delivered against them in production. DWS IQ is built by engineers with a track record of protocol implementations, standard-conformance testing, and regulatory audits.
Protocol implementation
Standard-conformant implementations of OData v2/v4, MCP, and MQTT v5. Each connector has an integration test suite proving wire-level conformance, including dedicated SAP S/4HANA OData path coverage. OPC-UA (IEC 62541) connector is in active development for Lifetime Fleet edge integration.
Standard-conformance testing
Connectors validated end-to-end: authentication, production orders, machine data, OEE, maintenance events. Concurrent load testing enforces p95 <2s, error rate <5%.
Security & regulatory audit
Controls aligned to ISO 27001 Annex A. Regulatory obligations mapped to EU AI Act Art. 12, CSRD, CBAM, ETS, NIS2, GDPR — with audit-ready reasoning-lineage evidence signed through the Aegis provenance chain.
Documentation discipline
DWS Document Standard enforces versioning, session traceability, and
Introduced-In: PR linkage on every substantive file. Auditors get a
reproducible chain of custody, not a pile of PDFs.
ASPICE roadmap (Fleet)
Automotive SPICE v4.0 gap analysis scheduled Phase 3 (Aug–Oct 2026). Level 2 readiness Phase 5. Level 3 external assessment Phase 6 — positioning Lifetime Fleet for Tier-1 OEM supply chain entry (Bosch, Continental, Volvo, Scania).
SQuaRE quality metrics
ISO/IEC 25010:2023 quality model applied to agent behaviour through KYA trust scoring — functional suitability, reliability, security, maintainability. Measured, not asserted.
Custom integrations
If your system isn't listed, we build typed adapters in ~4–6 weeks for:
- MES / SCADA (Wonderware, Ignition, PI System, GE Proficy)
- IoT platforms (AWS IoT Core, Azure IoT Hub, ThingsBoard)
- Metering and submetering systems (Siemens Sentron, ABB Ability, Schneider PowerLogic)
- BIM / Digital twin (Autodesk Construction Cloud, Bentley iTwin, Trimble Connect)
- Accounting / financial (NetSuite, Oracle Fusion, Xero, Procountor)
- Custom REST / GraphQL / OPC UA / MQTT / Modbus endpoints
Connector contract:
- Data residency: EU-only processing, customer chooses Helsinki / Hamina / Paris / Amsterdam.
- Security baseline: ISO 27001-aligned controls, DPA (GDPR Art. 28), optional customer-managed keys.
- Delivery: adapter code in customer repo (work-for-hire) or hosted on DWS IQ Sovereign Infra.
Ready to connect your enterprise stack?
Book a 30-minute integration discovery call. We'll scope the connector, data flow, and compliance mapping in under an hour.
Schedule Discovery CallSee also: Partner Ecosystem · Compliance · Architecture · Contact: risto@onelifetime.world