Enercore AI

Enercore AI

Construction

Construction Geospatial — TERRA

AI copilot for earthwork operations with GPS-telematics correlation

The Challenge

Construction earthwork operations lose millions annually to invisible equipment inefficiencies — trucks idling while moving, haul road bottlenecks, and untracked fuel waste.

2.4MGPS breadcrumbs processed monthly
~18%Operating time revealed as Ghost Cycles
$65KAnnual fuel savings per site
50KCycle events tracked monthly

Key Capabilities

Ghost Cycle Detection

Correlates GPS movement (2-5 mph) with engine load (15-30%) to find equipment idling while appearing to operate.

Choke Point Analysis

Identifies haul road bottlenecks and traffic queues from 2.4M GPS breadcrumbs per month.

Earthwork Progress

Tracks cut/fill volumes against design plan using 5K monthly volume surveys.

AI Co-Pilot

Orchestrator routes queries to Historian (data), Route Advisor (efficiency), and Watchdog (ghost detection) agents.

Hidden Discovery

What your data is hiding — patterns invisible to human analysis, detectable only through ML correlation.

Surface

Equipment shows as 'operating' in fleet reports

Hidden Pattern

~18% of operating time is Ghost Cycles — GPS speed 2-5 mph with engine load 15-30%, indicating idling while moving

Impact

~$65K/year fuel waste per site eliminated when Ghost Cycles are addressed

Technology

Built on Snowflake with enterprise-grade security, rate limiting, and audit logging.

Cortex Services
Cortex SearchCortex Complete
Tech Stack
ReactTypeScriptFastAPISnowflakeTailwind

See Construction Geospatial — TERRA in Action

Request a personalized demo to explore how Construction Geospatial — TERRA surfaces hidden patterns in your construction data.

Enercore AI

Enercore AI

AI-powered intelligence for energy, construction, and industrial operations.