Operations Platform for a Remote Water Treatment 30M Company

A national water treatment operator was running compliance-critical field work on paper folders and emailed PDFs. Pinnasys replaced it with one platform and an AI agent that reads every lab result against site licence conditions.

Industry

Water Treatment · Manufacturing

Services

AI Consulting · AI Development · Agentic AI

Client

Remote Water Treatment Services

Location

Australia

01 — The problem

The Challenge

Field crews logged work orders, readings, and timesheets on paper. Lab results came back as scanned PDFs that someone had to manually check against each site's specific licence conditions, across multiple jurisdictions with different rules. Assets and stock were tracked in spreadsheets with no serial-level traceability, and there was no way to see cost or margin at the job level until well after the work was billed.

02 — The build

What We Built

A national water treatment operator ran on paper folders, emailed lab PDFs and spreadsheets. Pinnasys built one platform on a single data spine: field capture of work orders, readings and timesheets, a web console for assets, stock and service records, and a Lab AI Agent that reads laboratory PDFs and checks each result against that site's licence conditions. Four modules went live in four months, with workshop, procurement and costing to follow.

  • 01Field capture of work orders, readings, and timesheets replaces paper folders
  • 02Lab AI Agent reads laboratory PDFs and checks results against licence conditions automatically
  • 03Multi-jurisdiction rule engine applies the right compliance threshold per site
  • 04Asset and serial number traceability across the full equipment lifecycle
  • 05Web console gives one view of assets, stock, and service records
  • 06Job-level cost and margin visibility replaces after-the-fact billing checks

03 — Coverage

Use Cases Covered

Document AI for compliance checkingField service work order captureMulti-jurisdiction licence rule engineAsset and serial number traceabilityManufacturing execution and quality sign-offProcurement and goods receipt matchingJob-level cost and margin visibility

04 — The outcome

The Results

2x

handling inspection

Single

Platform for the Whole Operation

“We went from someone manually cross-checking lab PDFs against licence conditions to the system flagging exceptions before they became a compliance problem.”

Operations Lead

Remote Water Treatment Services

Want Results Like Remote Water Treatment Services’s?

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