PROJECT INTELLIGENCE
ACiD Pi
Our AI-assisted project record. Readings, approvals, documents and costs in one place, so status writes itself and every number links to its source.
Where we're focused
CLIENT ENGAGEMENT
One-thread delivery
The client portal and Inventory IQ Store run on the same record our crews update on site.
FIELD METHODS
Data at the test point
Frank remote monitoring and better field capture, so results reach clients the same day.
DEVELOPMENT PIPELINE
From an observation in the field to how we work
Pilot · PROJ-188
Client portal
Turnover, approvals, line-level invoice queries and payment in one thread.
Pilot · invited clients
Inventory IQ Store
Client ordering at contract pricing against any project or PO.
UNIVERSITY PARTNERSHIP · SPRING 2027
Field-to-model research with [UNIVERSITY]
A joint research project starting spring 2027: graduate researchers and ACiD engineers build and test corrosion models on real survey and Frank data, with results published openly.
- Anonymized multi-year CIS and Frank datasets
- Graduate research placements with our field crews
- Open publication of methods and results
Partner and scope being finalized
Road map
Spring 2027University partnership kick-off
Mid 2027Frank analytics pilot with two clients
Late 2027Survey-data model in production on ECDA programs
2028Open release of acid-cp core functions
MACHINE LEARNING AND DEEPER MODELLING
Models trained on the field, checked in the field
Coating-defect prediction
Models trained on years of CIS and DCVG data flag where defects are likely before a survey crew walks the line.
Validating on two gathering systems72%
Rectifier drift forecasting
Frank readings feed a forecast of output drift, so a visit happens before protection falls below criterion.
Bench testing on 12 units58%
AC corridor modelling
Faster induced-AC models for shared corridors, checked against field measurements.
Method comparison underway40%
OUR PYTHON LIBRARIES · PROGRESS
acid-cp v0.6Core CP calculations: anode sizing, current demand, attenuation.
survey-align v0.4Aligns CIS, DCVG and ACVG data to chainage and GPS for risk ranking.
frank-signals v0.3Cleans, flags and trends Frank time series.
pi-records v0.2Writes readings, approvals and documents to the Pi record.
Progress toward v1.0. Internal libraries; selected functions planned for open release.
HAVE AN IDEA?
Bring us the problem you keep seeing
Field crews, clients, researchers and students: if a corrosion problem keeps coming back, or you have a method worth testing, tell us. Our engineers read every submission, and the best ideas get a field pilot.
Idea received.
An engineer will reply within two weeks.