DWS Intelligence · We amplify human intelligence in regulated industries.
AI-driven solutions for the construction industry to reduce carbon footprint and optimize efficiency.
SiteSense Agent is an AI-powered edge computing system that acts as the intelligent brain of your construction site. Deployed as a ruggedized edge node on cranes or poles, it continuously monitors site conditions, predicts material needs, and optimizes logistics in real-time.
Think of it as having a superintelligent site superintendent that never sleeps, sees everything, and makes data-driven decisions faster than humans can—reducing waste, preventing costly mistakes, and optimizing every delivery.
4K cameras with AI vision continuously scan the site, detecting rebar installation progress, formwork readiness, and concrete pouring status. The system calculates exact material volumes needed in real-time.
Wireless concrete sensors embedded in formwork transmit real-time temperature and curing data. The Agent knows exactly when previous pours are ready for the next cycle, preventing premature pours.
Hyper-local weather data integration prevents costly mistakes. If rain probability exceeds 60% in the next 4 hours, the Agent automatically recommends rescheduling pours, saving wasted material and truck trips.
AI analyzes crew efficiency rates, current progress, and remaining volume to predict exact delivery windows. The system coordinates with supplier dispatch systems to ensure trucks arrive precisely when needed—no earlier, no later.
SiteSense Agent scans Zone A and detects rebar installation is 80% complete—not ready for pouring yet.
Agent checks forecast: Heavy rain expected at 14:00. Risk assessment begins.
Analysis: Crew pace indicates readiness at 13:30. Rain starts at 14:00. Window too tight—high washout risk.
Alert sent to superintendent. Concrete truck scheduled for 13:00 automatically placed on hold. Result: Zero waste, zero rejected material.
SiteSense Agent transforms construction sites from reactive to predictive, preventing waste before it happens and optimizing every material delivery for maximum efficiency and minimum carbon footprint.
Request a Demo →Firehorse is Lifetime's brand for industry-specific solutions integrated with DWS IQ Platform. Firehorse Construction solutions leverage SiteSense Agent and Lifetime Fleet devices to deliver comprehensive climate-positive construction operations.
Firehorse-branded edge computing devices powered by NVIDIA Jetson, deployed on construction sites for real-time AI inference and site monitoring.
Lifetime Fleet robots and vehicles integrated with SiteSense Agent for automated material handling, site logistics, and waste collection on construction sites.
B2B AI services for construction companies, including compliance automation, carbon tracking, and supply chain optimization powered by DWS IQ Platform.
Firehorse Construction solutions are part of the comprehensive DWS IQ ecosystem, combining AI agents, edge computing, and physical devices for maximum climate 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.
Edge AI brain on crane or pole. Monitors site conditions, predicts material needs, scores safety 0–100 against EN 13001.
Climate IQ agent for Construction & Buildings. EN 15978 lifecycle (A1–D), EPBD, whole-building embodied carbon.
Embodied carbon per EN 15978 (A1–D). Validated EU ETS + CBAM emission factors, RT-kortisto and CO2data.fi sources.
EU regulatory gap analysis: CSRD, CBAM, ETS, Fit for 55, EU AI Act. Scored assessments, 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
Optimized for Nordic building codes (RT-kortisto), EN 15978 lifecycle stages, and BIM data analysis. Strong multilingual capability for Finnish/Swedish/English construction terminology.
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 SiteSense 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: NCC brings 7 internal agents + 14 contractor agents to manage compliance across project sites
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: Military base construction, fortification, blast-resistant infrastructure
Defence construction requires sovereign AI for military base building, fortification works, and classified infrastructure projects. Aegis ensures ICEYE SAR orbital monitoring of construction sites, export control compliance for dual-use building materials (reinforced concrete, blast-resistant structures), and Article 12 logging for every AI decision on defence construction sites.
CSRD, CBAM (steel/cement), EU AI Act, Dual-Use Reg. 2021/821