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Public & Recreational Facilities

Engineering certainty for public spaces.

From parks and pools to stadiums and museums, we help you create deterministic script packs and agentic workflows that turn rules, schedules, and standards into reliable automation—so your teams spend less time pushing data and more time improving community experiences.

What teams can use ArchiLabs for

High-leverage, rules-driven workflows for public and recreational environments—each one configurable as deterministic script packs orchestrated by AI agents.

How it works

Script Packs (deterministic)

Reusable scripts that perform structured tasks—PROWAG slope checks, CPSC/ASTM play audits, MAHC permit prep, AGi32/DIALux exports, and more.

Agentic Chat (natural-language orchestration)

Ask in plain English (“Audit this trail,” “Check playground surfacing,” “Prep RP-6 lighting”). The agent links your scripts, standards, GIS layers, and model data.

Your data, your stack

We integrate with ArcGIS, Cityworks/Cartegraph, HydroApps, ticketing systems, lighting tools, and IFC/COBie—keeping your models, maps, and asset systems in sync.

Built around the way public & recreation teams actually work.

Every rule, schedule, and standard turned into a reliable script.

Asset stewardship, visitor comfort, and accessibility—grounded in GIS schemas and field inspections. Our scripts formalize IDs, conditions, and accessibility metrics; the agent orchestrates syncs and batch documentation.

Parks Asset Register

Normalize benches, shelters, restrooms with lifecycle fields; publish to OpenGov/Cityworks and tag BIM elements.

Trail Slope Auditor (PROWAG)

Compute running/cross-slope and landing rules; output a color-themed GIS layer and sheet markups.

Sign Program Builder (MUTCD)

From a GIS sign layer, generate sign families, legends, and takeoff—mapped to 11th-ed codes.

Shade/Heat Targeting

Rank canopy or shade structures using UHI maps and i-Tree benefits; produce a planting/action list.

Let’s blueprint your automation pack.

We’ll workshop your current workflows, pinpoint the highest‑leverage tasks, and design deterministic script packs your team can trust—then let an AI agent orchestrate them (pulling schedules, mapping parameters, and packaging submittals). Everything is co‑designed with your staff, with standards encoded to your adopted versions (ADA/PROWAG, CPSC/ASTM, MAHC, MUTCD, IES) and handover aligned to IFC/COBie.