RDI definition
What is Reality-Driven Intelligence?
Reality-Driven Intelligence is the discipline for turning construction reality into trusted evidence, decision-ready interpretation, accountable action, and measurable command.
Framework
The five layers
The stack tests whether capture becomes control.
The canonical RDI stack
The five layers
Read from the bottom up. Value appears when the record moves through every layer.
5. Command
Leaders direct attention, coordinate response, and measure outcomes.
4. Action
Alerts, workflows, escalations, tasks, and automated follow-ups.
3. Interpretation
AI detects patterns, exceptions, risks, and likely outcomes.
2. Ground Truth
Time-aligned, location-aware evidence of what is actually happening.
1. Reality Capture
Sensors, cameras, wearables, equipment telemetry, and site activity.
The problem
Why the discipline exists
Construction has more records than ever. Decisions still depend on delayed reports.
Category shift
Real state beats reported state.
Reported state
Real state
01
Disagreement about what happened creates a ground-truth problem.
02
Capture is now routine. Command is not.
03
RDI defines the path from record to decision.
Boundary
What RDI is not
RDI is not a new name for a single tool category.
Not just cameras
Not just dashboards
Not just AI detection
Not just project management software
Not just reporting
Operating loop
How the loop works
Each stage has to pass useful information forward.
- 1Capture
Capture site reality
Record the site as it is, across relevant views, locations, activities, and events.
- 2Verify
Establish ground truth
Make the record trustworthy by time, location, scope, project context, and preservation.
- 3Interpret
Interpret change
Identify patterns, exceptions, risk, progress, and likely consequences.
- 4Act
Route action
Turn the finding into an owner, task, escalation, report, claim record, or closeout.
- 5Measure
Measure outcome
Keep the decision record and use it to improve the next review, workflow, or project.
Open loop: evidence stops at a dashboard.
then
Closed loop: a decision record is created.
Workflow anatomy
From trigger to measurement
A workflow starts with a trigger and ends with measurement.
01
Trigger
02
Evidence
03
Interpretation
04
Action
05
Outcome
06
Measurement
Example
A progress verification workflow
The same pattern applies to progress, claims, gate logistics, safety, quality, and stakeholder reporting.
Progress is questioned
A planner, owner, or project director needs to know whether planned work is actually complete.
Site reality is verified
The team checks time-aligned visual records, 360 walks, milestone views, and schedule context.
Decision record is created
The review produces an update, escalation, claim record, meeting note, or corrected plan.
Next
Where to go next
Start with the framework, then test it against workflows and maturity.
Study workflow packs
See how RDI applies to progress, claims, logistics, safety, reporting, and quality.
Understand the maturity curve
Move from visibility to control to optimization without mistaking capture for command.