Autonomous Aerial Roof & Facet Estimator
Bridge the gap between raw geospatial data and field operations. Enter an address to synthesize high-resolution satellite geometry, Google Solar API roof pitch data, and computer vision into an instant, multi-angle surface breakdown.
Under the Hood: Multi-API Synthesis
Standard vision models cannot infer scale without reference anchors. We orchestrate raw building geometry, pitch vectors, and vision intelligence into a single automated pipeline.
Places & Geocoding
Parses the raw address string into clean, normalized rooftop latitude and longitude coordinates, isolating the exact structural parcel.
Output: lat, lng, place_id
Solar API Vectors
Pulls LiDAR-derived building footprint data: individual roof segment facets, pitch angles, azimuth bearings, and flat unadjusted square meterage.
Facets: roofSegmentStats[]
Satellite & Street AI
Static multi-angle captures are passed to a vision model to detect material types (architectural vs 3-tab), obstructions (skylights, chimneys), and overhanging trees.
Obstacles: 1 Chimney, 2 Vents
Nuxt Trade Engine
Calculates sloped surface area multipliers, converts sq ft into trade squares (100 sq ft = 1 square), and applies customizable waste contingency margins.
Waste (+15%): 32.66 Squares
Enter an Address or Choose a Benchmark
Select a sample roof archetype below or input any custom street address to run an instant 3D takeoff.
Resolves parcel boundaries, rooftop coordinates, and Google Solar API LiDAR vectors.
Why This Architecture Matters for Enterprise Tools
Building client-facing automated utilities requires more than stitching third-party APIs together. Here is why we architected this pipeline using Nuxt server engine proxies, zero-trust credential handling, and sub-second edge compute.
Server-Side Key Isolation & Zero-Trust
Commercial APIs like Google Solar and Maps charge per query. Exposing API keys directly in client-side JavaScript leaves them vulnerable to extraction, quota depletion, and unauthorized scraping.
- ✔All external calls routed through Nuxt Nitro server routes
- ✔Keys stored exclusively in server environment variables
- ✔Origin validation and CORS restrictions enforced
Edge Throttling & In-Memory Caching
Public utilities must balance instant accessibility with cost predictability. We integrate IP-based bucket throttling and transient caching for repeated geographic queries.
- ✔Token-bucket rate limiting per IP address
- ✔LRU cache for high-density parcel coordinate lookups
- ✔Prevents bill shocks and robotic query cycling
Nuxt & Vite Instant Hydration
Heavy single-page applications often choke under mathematical and visual rendering loads. Nuxt combines static shell generation with reactive Vue 3 composition modules.
- ✔Zero-bloat bundle size with tree-shaken SVG icons
- ✔Sub-second cold starts powered by Vite compilation
- ✔Reactive pitch multipliers recalculate instantly
Hybrid AI & Deterministic Math
AI models are prone to hallucinations when asked to perform raw geometric calculations. We treat AI as an observational classifier and rely on strict deterministic algorithms for measurements.
- ✔Vision AI classifies material & surface obstructions
- ✔Strict trigonometry calculates 3D pitch multipliers
- ✔Audit-ready outputs that contractors can verify
Need Custom Field Automation or AI Portals Built for Your Operation?
Generic SaaS subscriptions force your crew into rigid, one-size-fits-all workflows while leaking monthly overhead. We architect proprietary internal software, automated estimation pipelines, and client-facing portals configured to your exact pricing formulas and trade logic.
Work directly with the software engineer designing your system. No account reps or middle-management delays.
You own 100% of your codebase, intellectual property, and custom data pipelines outright.
Seamlessly pipe aerial measurements and material calculations directly into JobNimbus, ServiceTitan, or custom databases.
Serverless architectures and secure server-side proxies ensure zero surprise billing or API credit leaks.
Architect Your Custom Solution
Schedule an introductory technical consultation to evaluate your business workflows and discuss custom tooling feasibility.