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☰☰Our Technology
FortyGuard connects observations, weather, remote sensing, geometry and physical context to estimate how temperature behaves across place and time. The result is a shared intelligence foundation for people, software and AI agents.
Technology at a glance
20 meters
Spatial resolution for supported model outputs
Up to 2 weeks
Forecast coverage for supported products
10 years
Long-range climate horizon
Multi-source
Physical and environmental inputs
The intelligence system
Seven connected stages turn physical observations into a reviewable decision object. Where rights and evidence allow, outcomes improve the next evaluation.
01
Assemble ground observations, weather stations, satellite and remote-sensing data, terrain, land cover, geometry, customer sensors and historical records into a time-aligned physical record.
02
Large Temperature Models connect location, time, geometry, materials, solar conditions, wind, humidity and surrounding context to estimate conditions at the level of the site, asset or route.
03
Extend the thermal state across the next operating window, design period or planning horizon. Supported products expose time ranges appropriate to the model, geography and subscription.
04
Evaluate how a different layout, material, shade condition, cooling configuration, route or operating assumption changes the thermal result.
05
Compare alternatives against explicit engineering and economic constraints, then return the output the customer needs: a site ranking, design comparison, exposure score, operating window or capital priority.
06
Where a customer permits it, connect the decision to measured energy, thermal performance, maintenance, route, capacity, equipment or exposure outcomes.
07
Retain versioned models, inputs, configurations and evaluation cases so useful work can be repeated. Permissioned outcomes can improve benchmarks and future model evaluation.
Grounded learning loop
ObserveModelForecastSimulateDecideOutcomeLearn
Continuous improvement is grounded in geographic and environmental evidence, and only proceeds where data rights and evidence support it.
Technology foundation / TOS
Today, FortyGuard's shared stack prepares data, orchestrates model jobs, applies access controls and metering, records provenance and serves results to its products. The Temperature World Model is the modeling system within that foundation; Large Temperature Models provide temperature-specific inference and forecasting across relevant spatial and time scales. FortyGuard's long-term direction is to unify these capabilities as the Temperature Operating System, tOS.
Data / Observation Layer
Ground · Weather · Remote sensing · Geometry · Asset context
Shared Technology Stack
Data preparation · Model orchestration · Access control · Metering · Provenance · Result delivery
Temperature World Model
Physical state, place and time
Large Temperature Models
Temperature-specific inference and forecasting
Temperature Operating System
Long-term direction · governed intelligence across products and decisions
Products / Decisions
Dashboard · API · MCP · Enterprise workflows
Traceable
Model version, source inputs, time, geography and job results remain connected to the output.
Asset-aware
Customer geometry and operating context can be joined to the thermal state instead of treated as a separate map.
Reusable
The same foundation supports browser analysis, software integration, agent use and governed Enterprise workflows.
Bounded
Outputs are delivered within defined coverage, model and workflow limits; responsible professionals retain approval and control authority.
One foundation, four delivery modes
Choose the interface that fits the workflow. The model, catalog, provenance and commercial rights remain connected underneath.
Temperature World Model
One physical place · shared thermal state · governed evidence
A map-first workspace for exploring thermal state, comparing places and producing decision evidence. Selesious, the agent inside Dashboard, helps users move from a question to supported analysis.
Selesious · Agent inside Dashboard
Programmatic heatmaps, forecasts, environmental context and thermal analytics for software, data and geospatial workflows.
REST · GeoJSON · Raster
Live, permissioned FortyGuard tools exposed through the Model Context Protocol to compatible AI agents, with workspace rights, quotas and traceable results.
Tools · Permissions · Context
Governed recurring intelligence for defined assets, portfolios and systems, with integrations and specialist verification scoped where the decision requires it.
Governance · Integrations · Review
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