Energy & Sustainability
AI Revit Automation for Sustainability
AI Revit Automation for Sustainability
Agentic workflows that coordinate your models, meters, and materials—so energy, carbon, and compliance tasks run predictably through deterministic script packs you control.
What Teams Can Use ArchiLabs For
Code Model Batch Orchestrator (IECC / ASHRAE 90.1 / Title 24)
Generate and run compliant energy models across alternates and code paths from a single source of truth.
Embodied Carbon Spec Assistant (EPD/EC3/openEPD)
Link specs and quantities to EPD data, suggest low-carbon alternates, and generate spec-ready language.
Portfolio M&V Sync (ENERGY STAR PM + IPMVP Option C)
Normalize utility data, sync with Portfolio Manager, and produce Option C-ready savings summaries.
PV+BESS Feasibility from BIM (PVWatts/SAM + Utility Rates)
Rapid site-screening for PV and battery—area/tilt/azimuth checks, energy yield, and high-level economics.
Carbon‑Aware Operations (24/7 Grid Signals)
Propose load-shifting and setpoint strategies keyed to marginal grid emissions, not just price.
BAS Tagging & FDD Kick‑Start (Haystack/Brick/BACnet)
Normalize point names, apply semantic tags, and export a starter ruleset for analytics/FDD.
How it works
Script Packs (deterministic)
We help you configure reusable scripts—small, reliable building blocks that perform specific tasks (e.g., generate code-baseline models, map meters into Portfolio Manager, match materials to EPDs, tag BAS points for FDD).
Agentic Chat (natural-language orchestration)
Ask in plain English (“Compare all-electric vs 90.1 baseline for this building and show EUI, GHG, and LL97 risk”) and the agent chains together your script packs with your models, meters, EPD catalogs, and grid signals.
Your data, your stack
We integrate with your existing tools—BEM engines, BAS/BMS, utility and carbon APIs, EPD/EC3 databases, ESG platforms—so your sources of truth stay in place and the automation wraps around the way your team already works.
Areas We Can Support
Building energy modeling for design/compliance is extensively automated via OpenStudio/EnergyPlus and parametric runners; we script the setup, mapping, and analysis around those tools.
Seed & Measures Setup
Create seed models from BIM/gbXML and apply Measures for constructions, schedules, and HVAC templates; export repeatable “scenario packs.”
Parametric Studies
Orchestrate PAT runs for LPD/WWR/plant options; auto‑rank by EUI/TDV/cost and publish an alternatives matrix.
Weather & Schedules Library
Maintain climate files (TMY/AMY) and corporate schedule libraries; scripts enforce naming, units, and coverage.
QA/QC Reporting
Run reporting Measures to verify surface adjacencies, unmet hours, and HVAC assignments; export sign‑off PDFs.
Calibration Starter (Option D)
Prepare calibrated‑simulation scaffolds (meter merges, AMY selection, KPI targets) for IPMVP Option D workflows.
Let’s script the high‑leverage parts of your sustainability workflow.
We work with your team to map processes end‑to‑end, identify deterministic steps worth automating, and co‑design script packs the agent can orchestrate across your tools (modeling, BAS, EPD, meters, tariffs). You own the rules and approvals; we build the automation scaffolding that keeps models, data, and submittals in sync.