Platform AssureLens AccioLens UXLens App Monitoring Industries Energy & Industry Financial Services Retail & eCommerce SMB - Small & Mid-Sized Business Company About Us Team Blog In the News Careers Contact Us Build your AI Blueprint Español
Industry · OILFIELD SERVICESFunction · Operations & Maintenance
UC-704

Optimise Treatment Chemistry to reduce cost, risk and delay

Matches the treatment formula to the water and stream conditions actually measured on the job.

TBDBuild Duration
XXXXIndicative ROI
XXXXBuild Cost
XXXXValue

The Challenge

The opportunity is to eliminate formulas chosen from habit rather than from measured conditions, chemical overdosing that adds cost without adding performance, and treatment results not fed back into the next design. The proposed workflow is source-linked, but the current operating baseline and financial value remain illustrative until validated with the client.

How It Works

  • Reads inlet quality, stream conditions, dose rates and outcome data for every treatment job.
  • Matches conditions to the formulas that performed best on comparable jobs.
  • Recommends the dose and formula and records the outcome against the prediction.

What It Removes

  • Formulas chosen from habit rather than from measured conditions
  • Chemical overdosing that adds cost without adding performance
  • Treatment results not fed back into the next design
Input Data RequirementsInlet and outlet quality data, stream and flow conditions, chemical dose records, job outcome and specification results
Output FormatRecommended formula and dose per job, chemical cost per barrel treated, outcome against prediction
“Which formula actually worked on water that looked like this?”
SwarmLens · Public Use-Case Library

← Back to all use cases