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
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
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