Partnering Opportunities to Unlock Hidden Value in Treatment Plant Data
Across the water and industrial sectors, there is no shortage of data.
SCADA systems, laboratory testing, and operational records generate vast amounts of information every day. But in most organisations, that data is underutilised. Reviewed for compliance, but rarely explored for performance, efficiency, or opportunity.
At Promethean Engineering, we are looking to change that.
We are undertaking a limited number of early stage pilot studies to refine our diagnostic methodology and develop real world case evidence. We are currently seeking data partners to work with us in unlocking the full value of operational data turning it into actionable insight that improves plant performance, reduces cost, and increases resilience.
If You are interested, then please keep reading.
Why Partner With Us
Treatment plants already contain the answers to many operational challenges:
Where energy is being wasted.
Where process instability is developing.
Where maintenance could be avoided.
Where compliance risk is building.
Where capacity is being underused.
The challenge is not data availability.
It is interpretation, structure, and integration.
We help organisations move from data rich but insight poor to a position where decisions are driven by evidence, not assumption.
Why We’re Looking for Data Partners
We are building and refining a structured approach to plant data diagnostics. One that goes beyond dashboards and reporting.
Our focus is on:
Understanding how treatment plants actually operate.
Identifying hidden capacity and inefficiencies.
Translating data into practical operational improvements.
To do this well, we want to work with real plants, real data, and real operational challenges.
What We Offer
As a data partner, you will receive a focused Plant Data Diagnostic, using your existing SCADA and laboratory data.
This is not a software deployment or a long consulting study. It is a targeted, high value review designed to deliver insight quickly.
You will gain:
1. Independent Performance Insight
A clear view of how your plant is performing beyond day to day operational visibility.
2. Identification of Hidden Opportunities
Untapped or underutilised capacity.
Energy inefficiencies.
Process instability.
Asset utilisation imbalances.
3. Practical, Actionable Recommendations
We focus on changes that can be implemented without capital investment, wherever possible.
4. A Structured Understanding of Your Data
We organise and interpret your data in a way that reflects how your plant actually operates, not just how it is reported.
How We Work Together
We have designed this to be simple, low effort, and low risk for our partners.
Step 1 – Initial Conversation
A short discussion to understand your plant, your challenges, and whether there is a good fit.
Step 2 – Data Sharing
We agree:
NDA.
Data sharing agreement.
Agree how findings are used.
You provide:
SCADA exports (flows, levels, energy, equipment status).
Laboratory data (key process parameters).
Details of downtime / scheduled maintenance activities.
Instrument and equipment lists with calibration information.
P&ID / PFD of your system.
Photos of the installation.
We can work with standard exports and can clean your data sets. No need for new systems or integrations.
Step 3 – Data Diagnostic (2 Weeks)
We carry out a structured analysis covering:
Process performance.
Capacity and loading.
Asset utilisation.
Process efficiency.
Step 4 – Insight & Review
We present our findings in a clear, concise format, including:
Key observations.
Supporting data trends.
Identified risks and opportunities.
Prioritised recommendations.
Step 5 – Feedback & Iteration
As a partner, your feedback helps us refine and improve our approach, ensuring it delivers real operational value.
What We Ask in Return
This is a partnership, not a one way service.
In return, we ask for:
Access to representative plant data.
Operational context and input (to ensure correct interpretation).
Open feedback on findings and usefulness.
Where appropriate, we may also request permission to:
Use anonymised insights as case studies.
Share learnings (without identifying your organisation).
Who This Is For
We are particularly interested in working with:
Industrial treatment plants (food & beverage, dairy, brewing, manufacturing)
Small to mid sized water utilities.
Operators open to improving performance without immediate CAPEX.
You don’t need to have perfect data.
In fact, some of the most valuable insights come from imperfect, real world datasets.
Why This Matters
Most plants are not constrained by design.
They are constrained by:
How they are operated.
How their data is interpreted.
And what is (or isn’t) acted upon.
By working together, we can change that.
Get Involved
Promethean is built on two foundations:
Deep experience in water and industrial process engineering.
Systems level thinking applied to real operational environments.
We understand both the engineering reality of treatment plants and the untapped value hidden within their data.
If you’re interested in becoming a data partner, we’d welcome a conversation.
There’s no obligation just an opportunity to explore what your data might reveal.
