Energy-carbon AI
Decision engine
Foundation models + domain agents + harness, built for energy-carbon operations
Time-series models forecast and decompose; general models reason and explain. Solar / microgrid / building agents decide across cost, carbon and reliability. Atan is the unified entry; the harness holds tool bounds, approval and audit trail — nested in the operating loop.
Under irradiance, offtake constraints and grid-connection rules, fuse output forecasts with power-price and carbon-price signals to produce multi-scenario IRR and abatement per kWh — materials for plant expansion and green-power contract talks.
Combine satellite remote sensing, shading and available-site data to estimate installable capacity and annual generation bands, and flag the marginal effect on park carbon intensity and green-power share — so electricity is never calculated without carbon.
In source-grid-load-storage scenes, schedule charge/discharge and demand management on 15-minute-to-day rolling forecasts, balancing backup and peak–valley spreads; map dispatch results to carbon and bill dual metrics for operations reviews.
Under load growth, distributed capacity and quota constraints, rank storage/PV expansion and give a rough investment band, explaining the path to purchased-power cost, green-power offtake rate and Scope 2 emissions.
Under time-of-use tariffs, comfort and indoor-environment standards, optimise HVAC, lighting and power time-of-use strategies; output executable setpoints or control sequences and estimate daily/weekly kWh savings and Scope 2 abatement.
Normalise energy and carbon intensity by floor area, format and climate zone; find abnormal branches and retrofit candidates (heat-pump substitution, VFDs, group control) and produce a list roughly ranked by abatement cost for budget decisions.
Forecasts for electricity, heat, gas and carbon-related quantities
Reasoning in energy-carbon domain knowledge and compliance context
Atan
For zero-carbon, talk to Atan.
Brand IP × unified agent entry · companion / Q&A / tasks
Open the topic
Energy-carbon work: ask Atan. Personal work hub: MeetCore.
Atan is the unified zero-carbon entry on MeetCarbon Cloud and OS. MeetCore holds your materials, methods, rhythm and outcomes.
Domain agents
Cost, carbon and reliability — decided together.
Full loop and guardrails on each topic page
A governable operating loop
Tools, guardrails and orchestration, written into the control plane.
Foundation models are strong at understanding and generation; production needs a governable agent. The harness is the control plane around the agent: it defines which data and tools may be called, runs policy checks and trails on every iteration, and routes key actions through approval. Each of the three domain agents has its own topic page with the full operating loop and guardrails.
Open each agent's harness on the right
Mechanics · data · models
Mechanics, data and models each own a layer.
Agent development platform
Time-series foundation model
Forecasts for electricity, heat, gas and carbon-related quantities
General foundation model
Reasoning in energy-carbon domain knowledge and compliance context
Business-app coverage
Ship standalone, or compose industry solutions on MeetCarbon OS.
Intelligence hub · Multi-source ingest, time-series and model services, agent orchestration — an auditable base for apps and Atan.
Paths to land
Operations · accounting · Copilot — three privatizable paths.
Ask clearly, push it out
Book a demo, or start with Atan — the unified entry.