GRID
The visual ledger for asset intelligence.
Trace assets → dependencies → findings.
Asset History Dies in PDFs.
Most asset "truth" lives in silos: photo folders, static reports, and senior engineers' memories. When people leave—or ownership changes—the context disappears.
GRID makes asset intelligence durable. Every inspection becomes structured history: what changed, when it changed, what evidence supports it, and who approved it.
Trace exposure paths.
GRID turns approved outputs into a live relationship map so teams can trace impact fast. It’s not a dashboard—it’s a digital twin of your risk surface.
GRAPH VIEW
Assets, systems, locations, and findings connected in one map.
EXPOSURE PATHS
Trace how a failure or finding propagates through dependencies.
PRIORITIZATION
Highlight high-risk nodes and keep links grounded in approved outputs.
Operational Context
Selected Node
Pump-B02
Live graph from approved STAGE and RIG outputs. Updates on workspace sync.
Three Anchors of Truth
HIERARCHY TREE
Physical & Logical Map
Navigate from site → building → system → asset → component. Preserve relationships across time.
IMPACT ANALYSIS
Downstream Propagation
Trace how a failure or finding propagates through dependencies. See compound exposure instantly.
SPATIAL CONTEXT
Location-Based Clustering
Group assets by geography, facility, or operational zone. Identify concentration risk.
Asset Identity Across Time
GRID links the same asset across years, angles, and inspectors using visual fingerprinting.
"Compressor #4" stays one identity even when photos change—so asset history doesn't fragment when documentation styles evolve.
Compressor #4
From Snapshots to Trajectories
A single photo is a snapshot. GRID turns snapshots into decay curves.
By comparing old vs. new evidence, GRID estimates rates of change: corrosion spread, crack growth, deterioration velocity.
Y1
Minor
Y3
+40%
Y5
Replace
Corrosion spread
+20% / year
Acceleration detected
+30% / year
Replacement window
Y5 - Y6
Roof membrane: Minor wear
Initial inspection shows localized wear patterns. Condition: Good.
Roof membrane: Deteriorating
+40% increase in distressed area detected. GRID flags for replacement in Year 5.
Archive Resurrection: Day 0 History
Start with years of asset history on Day 1.
GRID ingests legacy PDFs and photo logs, extracts evidence, and rebuilds structured asset timelines—so your Digital Twin doesn't begin at zero.
WITHOUT ARCHIVE RESURRECTION
- Legacy data stays trapped in PDFs
- New system starts with blank slate
- Years of context lost
Historical data locked away. Digital Twin starts from zero.
ARCHIVE RESURRECTION
- Upload legacy reports and photo logs
- GRID extracts assets, findings, evidence
- Structured history ready on Day 1
Years of history, unlocked on Day 1.
Legacy Archives
2018-2024 reports
Processing...
Structured Graph
345 assets linked
6 years of history
Provenance State: Resurrected
All archive-sourced data is labeled "Resurrected" until confirmed by modern inspection—ensuring transparency and trust.
Powered by approved outputs.
GRID only ingests finalized data from STAGE and RIG. Every node, edge, and relationship traces back to source evidence and reviewer sign-off.
No synthetic data. No assumptions. Every graph element has ledger-grade provenance.
The Lifecycle Moat
GRID is how service work becomes a durable data product.
FOR SERVICE FIRMS
Move from selling "reports" to hosting institutional memory.
- →Clients stay because their history stays
- →Recurring revenue from asset intelligence
- →Vendor-neutral by design
FOR OWNERS & LENDERS
Evidence-linked asset history supports underwriting and risk monitoring.
- →Physical ground truth for lending decisions
- →Defensible asset valuations
- →Audit-ready provenance
GRID Stores Truth. ATLAS Uses It.
GRID is the memory layer. ATLAS is the decision engine that sits on top.
GRID
Memory Layer
ATLAS
Decision Engine
GRID provides
The memory layer that ATLAS queries for portfolio intelligence
- →
Asset health scores
Condition trending over time
- →
Portfolio rollups
Cross-property aggregations
- →
Temporal snapshots
Point-in-time comparisons
- →
Evidence coverage
Inspection completeness metrics
ATLAS consumes
The strategy engine that turns GRID's memory into executive decisions
- →
Portfolio analytics
Risk concentration & trends
- →
What-if simulation
Scenario modeling & tradeoffs
- →
Executive briefs
Board-ready summaries
- →
Capital strategy
CapEx prioritization & timing
Every STAGE inspection and RIG finding flows into GRID. ATLAS queries that memory to detect portfolio-level patterns, simulate scenarios, and surface executive-grade intelligence— all grounded in approved outputs.
Build the visual
ledger.
The memory that never forgets.