Asset General Intelligence™

The world doesn't need
another dashboard.
It needs AGI for infrastructure.

Asset General Intelligence™ gives every dam, bridge, and pipeline its own AI mind — with memory, reasoning, and the agency to protect human lives before anyone asks it to. Meet PAM™, the Proactive Asset Manager.

Asset General Intelligence™  ·  PAM™ (Proactive Asset Manager)  ·  AssetGI™

91,000+
Dams in the US alone
60+ yrs
Average dam age
~2,300
High-hazard, deficient dams
1 in 5
Dams pose risk if they fail

Infrastructure is aging faster than humans can inspect it

There are over 91,000 dams in the United States. Average age: over 60 years. Most are monitored by spreadsheets, annual site visits, and engineers who are stretched across dozens of structures.

Bridges are cracking. Pipelines are corroding. Tailings dams are accumulating risk. The engineers responsible for these assets are talented — but they can't be everywhere. They can't hold every reading from every piezometer in memory. They can't correlate tonight's rainfall forecast with a seepage trend that started eight months ago.

Engineers can't be everywhere. But intelligence can.

STATUS REPORT // National Infrastructure

dams_inspected_annually: < 25%
avg_inspection_interval: 3-5 years
sensor_data_reviewed: < 10%
engineers_per_dam: 0.03

failure_mode: REACTIVE
detection_method: Visual / Manual
response_time: Hours to Days

// Between inspections, these assets
// are functionally unmonitored.
// That's not a gap. That's a gamble.

From monitoring to intelligence

Traditional

Periodic Inspection

  • Engineer visits site annually
  • Paper or PDF reports filed
  • Reactive repairs when damage is visible
  • Hope nothing fails between visits
Digital Twins

Real-Time Dashboards

  • Sensors stream data to dashboards
  • Humans interpret charts and thresholds
  • Alerts fire on simple rule violations
  • Still reactive — still requires a human in the loop
Asset General Intelligence™

The Asset Thinks for Itself

  • The asset has its own persistent AI identity
  • It remembers every inspection, reading, and incident
  • It correlates data across time, weather, and geology
  • It raises the alarm before anyone asks

Intelligence built for infrastructure that can't afford to fail

🧠

Persistent Memory

Every inspection report. Every sensor reading. Every incident, repair, and regulatory filing — the asset remembers everything, forever. No knowledge lost to staff turnover. No context missing from a 40-year-old construction record. The asset's entire life is its memory.

Proactive Reasoning

A piezometer reading alone is a number. Combined with last night's rainfall, a seepage trend from 2019, the dam's construction geology, and tomorrow's forecast — it's a risk signal. Asset General Intelligence™ connects what humans can't hold in working memory.

🔗

Multi-Asset Network

Assets communicate across watersheds, regions, and portfolios. A dam upstream warns the dam downstream. A seismic event triggers assessment across every structure in the region. Fleet-level pattern recognition across thousands of structures.

🎯

Configurable Agency

Set the autonomy level for each asset. Passive monitoring and reporting. Active risk identification with recommended actions. Or full autonomous response — trigger EAP notifications, adjust spillway operations, alert downstream communities. You define the boundaries.

📡

Sensor Fusion

Distributed Acoustic Sensing (DAS) fiber optics, piezometers, inclinometers, crack gauges, survey monuments, LiDAR, InSAR, weather stations, seismic networks — all unified in one intelligence layer. Every data source contributes to a single coherent understanding.

🛡️

Regulatory Intelligence

Automatically tracks compliance requirements across FERC, state dam safety programs, MSHA, and Corps of Engineers regulations. Generates inspection-ready documentation. Flags compliance gaps before regulators do.

pam™ — eagle creek dam — proactive session
PAM™ → Three items overnight for Eagle Creek Dam:

Piezometer PZ-7 rising trend detected
+0.8 ft over 72 hrs · correlating with upstream pool
Similar pattern preceded 2019 seepage event
→ Recommending increased monitoring frequency

DAS fiber optic scan complete — no anomalies
Seepage signature stable across all 2,400 channels

NWS: 3.2" rainfall forecast next 48 hrs
Combined with PZ-7 trend: elevated risk window
Notified downstream dam (Millbrook #4) automatically
→ EAP standby procedures recommended. Approve?

PAM™ → Overall status: ELEVATED ATTENTION
PAM™ → Engineer notification sent to J. Keeney, PE.

Meet PAM™ — the Proactive Asset Manager

PAM™ is the AI agent that gives each asset its voice. Not a chatbot. Not a dashboard with alerts. A persistent intelligence that knows the asset's full history, integrates live sensor data, and reasons about risk the way an experienced dam safety engineer would — if that engineer could monitor every instrument, read every report, and check every forecast simultaneously.

PAM™ doesn't wait for you to log in. When a piezometer reading correlates with a weather forecast and a historical seepage pattern, PAM™ connects those dots and acts before the risk escalates.

  • Continuous sensor integration — DAS, piezometers, weather, seismic
  • Historical pattern matching across the asset's entire life
  • Cross-asset communication — upstream warns downstream
  • EAP integration and emergency response coordination
  • Natural language reporting for engineers and regulators
  • Full audit trail — every reasoning step is documented

From physical structure to proactive intelligence

01

Physical Asset

Dam, bridge, pipeline, levee — the structure itself and its environment

02

Sensor Network

DAS fiber optics, piezometers, inclinometers, weather, seismic, InSAR, LiDAR

03

Data Ingestion & Fusion

Real-time streaming, historical records, inspection reports, regulatory filings

04

Asset General Intelligence™

Persistent AI identity with memory, contextual reasoning, and configurable agency

05

PAM™ — Proactive Actions

Risk alerts, engineer notifications, EAP coordination, regulatory reporting, cross-asset warnings

Built for the infrastructure that protects human lives

Dam Safety

Continuous monitoring integrating DAS fiber optics with piezometric data, seepage analysis, and EAP procedures. Regulatory compliance tracking across FERC and state programs. The dam knows its own risk profile.

Bridges & Transportation

Structural health monitoring at scale. Fatigue analysis, scour detection, load rating correlation. Every bridge in a state DOT portfolio shares intelligence about deterioration patterns.

Pipelines & Utilities

Leak detection, cathodic protection monitoring, integrity management programs. Continuous reasoning about corrosion trends, ground movement, and pressure anomalies across thousands of miles.

Tailings Dams

Mining safety and environmental compliance. Real-time stability monitoring, liquefaction risk assessment, and autonomous trigger action response plans. Lives and ecosystems downstream depend on continuous vigilance.

Levee Systems

Flood response coordination across entire levee districts. System-wide underseepage monitoring, boil detection, and coordinated emergency response. When the river rises, every levee segment is aware.

Built on DamSafety.IO

Asset General Intelligence™ is built on DamSafety.IO — the comprehensive dam safety platform developed by Dam Safety Services (DSS). Years of domain expertise in dam safety engineering, instrumentation, and regulatory compliance form the foundation for everything AssetGI does.

Powered by distributed fiber optic sensing (DAS), large language model reasoning, and real-time data fusion — this is not a generic AI bolted onto infrastructure. This is AI that was born from infrastructure.

DAS Fiber Optics LLM Reasoning Real-Time Fusion Piezometric Analysis InSAR LiDAR Seismic Networks EAP Integration
Powered By
DamSafety.IO
by Dam Safety Services
Delivering
AssetGI.AI
Asset General Intelligence™

Your infrastructure is already talking.
Asset General Intelligence™ helps it think.

We're working with early partners in dam safety, bridges, and pipeline integrity. If you manage critical infrastructure and want to see what proactive intelligence looks like, reach out.

or contact us directly:

info@assetgi.ai