Orangeflare
Water/Wastewater AI Review
Orangeflare Review
AI that reviews your water treatment plant designs before construction
Orangeflare reads P&IDs, specs, and drawing sets the way project teams do, then flags code issues, spec mismatches, and repeat-risk findings before they turn into RFIs, change orders, and expensive rework in the field.
Products
Three ways Orangeflare compounds engineering leverage
REVIEW
AI design review for P&IDs, specs, and sheets against TCEQ, Ten States, and AWWA guidance.
MATCH
Connect findings to RFIs, change orders, and prior revisions so teams see what keeps repeating.
FORECAST
Surface the next wastewater expansion opportunities from public signals before competitors move.
Problem
Design-document misses become field pain fast
In water and wastewater work, errors hide across drawings, specs, and revisions. They usually show up late, when schedule pressure and construction dollars are already on the line.
Annual impact
$88B+
estimated global construction rework burden, with document coordination errors acting as a persistent driver.
Document-driven
22%
of rework is commonly traced to document errors, omissions, and coordination breakdowns.
How it works
Built for the review loop teams already run
Upload drawings
Drop in design packages, specs, and drawing sets from active plant work without reformatting them first.
AI reviews against codes
Orangeflare reads the sheets, extracts process details, and checks them against wastewater standards and rules.
Get marked-up PDFs
Teams receive clear findings, source references, and review-ready outputs before construction begins.
Validated
The P&ID vision spike already cleared the first hard question
Could the model actually read dense wastewater treatment drawings well enough to be useful? Yes. On the validated MLE train sheet, Orangeflare achieved full recall on instrument tags.
Vision result
100% recall
for instrument tags on the tested P&ID sheet. No custom CV model required.
Spike context
91% precision
on Page 40, Sheet 03Y-11 from the Cross Creek Ranch WWTP package.
Next step
Put Orangeflare on a live design package
Bring one wastewater project and we’ll show how the review flow catches issues before they become field churn.