The condition is detected.
SCADA records the change immediately. The surrounding production, maintenance, and asset context remains scattered.
SCADA records the condition. Production, maintenance, and field context live elsewhere. People spend the delay assembling evidence, finding the accountable owner, and securing approval while the operation waits.
One recurring exception. One asset group. Read-only first.
This is not a sensor problem. It is the manual coordination gap between a visible condition and a review-ready decision.
SCADA records the change immediately. The surrounding production, maintenance, and asset context remains scattered.
Ownership, evidence assembly, operating constraints, and approval move through calls, texts, and manual checks.
Deferred-production exposure equals response delay multiplied by the affected asset’s rate and the operator’s own netback.
RealAware assembles the supporting and conflicting evidence, frames a bounded response, names the owner and approver, and preserves the system that remains authoritative.
RealAware begins with one recurring production exception, one operating team, and one asset group—not a transformation program.
Start with an exception already detected by your system.
Join the relevant evidence, constraints, and gaps.
Frame one bounded intervention with visible uncertainty.
Put the evidence and recommendation before a named human.
Hand off the approved action or write back where configured.
Check the physical outcome before claiming recovery.
AI drafts. Your people approve. The ledger verifies.
RealAware joins the relevant evidence and operating constraints behind the scenes. When the evidence does not support a claim, the gap stays visible.
One recurring exception, the people who own and approve the response, and access to the relevant read-only evidence.
The loop expands only after both teams agree the evidence, ownership, response-time baseline, and review process are working.
Governed write-back switches on only after the read-only phase earns it: DRY_RUN first, LIVE on your schedule.
Ninety seconds, one production exception—evidence assembled, an intervention recommended, a named human approves, and the recovery is verified.
Two more views from the same demo-world exception: grounded reasoning and measured outcome.

Each line is marked grounded, partial, or ungrounded; competing hypotheses stay visible and weighted; and a missing source is stated as a gap instead of being written around.

One row per loop—sensed, approved, executed, verified. A loop that was never measured reads unmeasured rather than being counted as a win.
A compressor problem is not twelve well problems. RealAware sizes the response by dependent production at risk—what sits downstream, how much of it has no alternative feed, and how long the exposure runs.
The same view flags work already scheduled nearby, so one trip can cover both.
Each source shows what RealAware reads, how fresh it is, and whether it can write back. Write-back starts at DRY_RUN: the action is drafted and the intended write is recorded, but nothing posts to your system of record.
Switching a connection to LIVE is your decision, per system, on your schedule.
Nothing is initiated without the accountable person.
Supporting, conflicting, and missing evidence stays visible.
The first engagement does not need to create a new operational dependency.
Completed work is not automatically treated as a successful outcome.
Review the read path, data flow, tenant boundary, approval model, write-back posture, and integration status with the product team before the first workflow begins.
The first loop starts with a baseline and an agreed scorecard. Both teams can see what changed, what did not, and where the response still loses time.
Each next workflow must earn its place against the same evidence, approval, and verified-outcome standards.