AI consultants & civil engineers
CIVINTEL brings machine learning and data science to industry, and civil engineering expertise to buildings, networks and infrastructure. Two disciplines, one accountable team, practical deliverables.
01What we do
Most firms offer one or the other. We combine the analytical rigour of AI research with the practical discipline of engineering on site, so problems that touch both are handled by one team.
Machine learning that works on the factory floor, not only in the lab.
Studies, certificates and project management for buildings and infrastructure.
02Selected work
Systems we have designed and delivered for industry, and engineering work from the field.
Machine learning that analyses hundreds of fragrance formulations, proposes simpler recipes with the same olfactory character and generates new compositions under the perfumer’s control.
CIVINTEL projectRead the case study
Deep-learning reclassification of surface defects and an interactive coil map that lets quality teams see every defect, its image, its likely class and its exact position.
Team experienceRead the case study
Automated inspection of bottle, cap and labels with two industrial cameras, and verification of carton and pallet barcodes against the production order in SAP.
CIVINTEL projectRead the case study
Custom handheld devices and software that let repair crews record the location, dimensions and photos of every pipe failure, feeding a shared platform for mapping and statistics.
Team experienceRead the case study
03How we work
We agree on the deliverable and on how it will be evaluated before the work begins.
We meet your team, record the objective, the constraints and what data, drawings or documents already exist.
You receive a written proposal with phases, deliverables, success criteria, timeline and a fixed price per phase.
We build the model, software or study in short cycles and review results with the people who will use them.
We deliver documentation and training, and stay available for support, maintenance and the next phase.
04The team
CIVINTEL is a small, directly accessible partnership. The engineer who discusses your problem also designs, builds and hands over the solution.
AI & Data
Co-founder · AI & Data Science
Machine-learning researcher and engineer with 12 years of experience in data analysis and applied AI, from industrial delivery to research infrastructure.
Civil Engineering
Co-founder · Civil Engineering & Project Management
Civil engineer and certified project manager with experience in water networks, building works, permits and large technical teams.
An energy upgrade pays off when the interventions are chosen for the specific building, not for what is fashionable or subsidised. The Energy Performance Certificate is the right place to start.
Maria Verilli · 2 min readRead article
Image based defect recognition is useful when its output is connected to the product, its position and the inspection workflow. A label such as “possible defect” is not enough on its own. Quality teams need to see the image, understand where the finding occurred and assess how certain the classification is.
Konstantinos Liakos · 2 min readRead article
An AI pilot is useful when it addresses a specific operational question and can be evaluated on relevant data. Its purpose is not simply to show that a model runs, but to establish whether it helps a team make a better decision under real working conditions.
Konstantinos Liakos · 2 min readRead article
A first conversation is free and without obligation. Tell us what you want to achieve and we will tell you honestly whether and how we can help.
