AI Systems for Precast Concrete Manufacturing
Error-free Precast Concrete Production
Stop wasting time and risking mistakes using tape measures and cell phones to check the quality of your precast concrete molds.
Computer vision systems designed by our experts automate the detection of surface and internal defects.
They can also help you create smarter mold designs using digital twins, optimize the curing process, or track the storage and transportation of finished molds.
Your production line is unique. We build systems based on artificial intelligence that are designed just for you.
Precast Concrete
Computer Vision Quality Control Solutions

Automated Dimensional Measurements
Vision systems with AI ensure accurate dimensional verification by comparing real-time precast elements dimensions to a CAD file that’s taken from a cloud database and automatically detects geometric errors and deviations.
Automated inspection minimizes errors, maintains design accuracy and ensures consistency across all precast elements.

Mold and Rebar Placement Verification
Vision systems ensure accurate mold alignment and reinforcement placement during the precast manufacturing process.
By analyzing structural layouts in real time, these systems detect misalignments, missing elements or deviations from design specifications.

Surface Defect Detection
AI-powered computer vision identifies cracks, chipping, surface irregularities, and missing installation parts as production takes place or at the construction site.
It detects damage and verifies finishes, textures and color consistency to prevent quality issues.

Internal Concrete Defects Detection
AI-enhanced X-ray, ultrasonic pulse velocity (UPV), and echo systems enable non-destructive testing (NDT) to identify internal voids, cracks, and density variations in precast concrete.
These technologies provide real-time structural analysis to ensure material integrity and long-term durability.
Book a Demo of OkKast – An Automated Quality Control System for Precast Concrete
Take a picture of a precast element and snap! Check it for surface defects, measure its dimensions and connect the data with your BIM system.

Other Precast Concrete
AI Automation Solutions
Digital Twin for Modeling and Prototyping
Transform the precast concrete industry by enabling real-time modeling, simulation, and optimization of production processes.
A Digital Twin is a virtual replica of a physical precast concrete element or entire production process, so manufacturers can analyze, test, and refine operations before introducing improvements.
Cure Chamber AI Management
AI algorithms can predict the internal conditions (temperature, humidity, stress) of concrete elements in real time, optimizing curing process conditions to prevent cracking and accelerate production schedules.
Our AI environmental control solutions are turnkey because our experts specialize in embedded hardware solutions, and we can create a predictive maintenance system that’s customized to precast concrete plants.
AI Yard Orchestration
Artificial intelligence enables traceability of finished goods and transportation, making it easier to diagnose problems in the field and manage product recalls. By centralizing data, AI connects ordering, tracking, and transportation systems, optimizing warehousing and logistics for a more efficient workflow.
Sensors We Can Use in Your AI System for Precast Concrete Defect Detection:

Handheld 3D scanners and LIDARs

RGB & 3D cameras systems

X-ray and ultrasonic pulse echo sensors

Marking Systems
Sound interesting?
Already trusted us
Example of an AI-based System
For Precast Concrete Quality Control System

Defect detection is based on data from your CAD or BIM system that provides information about the shape, dimensions, and other key parameters of the precast panels or elements. Defect detection is supported by databases containing information on potential precast concrete defects.
All of this data is compared with real-time information collected from the production line using sensors and cameras. A common practice is to combine data from handheld scanners with images from overhead cameras.
The AI algorithm detects deviations from the design and identifies defects at predefined production stages, then sends alerts to monitoring systems and your MES system for further processing.
Why You Should Invest in Modern AI Systems for Your Concrete Manufacturing Process?
Because we build a custom system based on your unique needs, we can help you select the hardware and write a custom algorithm to match the accuracy to your requirements.
In addition, because we customize the system architecture to your unique precast concrete production process, our solution is able to cover edge cases, maximizing the detection and efficiency of the solution.
If you’re asking for specifics, the average accuracy of our custom systems dedicated to surface inspection of concrete has an average accuracy of 1 millimeter when multiple scans are combined. But we can go lower if you need us to.
AI-driven systems reduce costs by minimizing waste, optimizing resource utilization, and preventing defects early in the process.
Advanced inspection systems improve quality consistency and reduce the need for time consuming rework or customer complaints.
Predictive maintenance systems enable early repairs to prevent costly failures, while automated scheduling and process adjustments shorten production cycle times and improve overall efficiency.
The solutions we create are easily adaptable to changes in the production line. Thanks to the connection to CAD, changes in the shape, size or other parameters of the mold to be produced do not require recalibration of the system.
The solution will also be easily transferable to subsequent production halls and adaptable to changing production conditions.
The adaptability of the solution is scaled to your needs and long-term strategy.
We’re partners in helping you develop a vision solution that fits your factory. That’s why we create customized IP transfer agreements that give you access to design documentation, source code, and materials. You’re free to scale and customize your solution as needed, and we’re happy to grow with you.
Once the solution is implemented, you own all rights to further modifications. We do not use any part of the project for similar products or projects, ensuring that your solution remains exclusive to your business needs.
Case Studies:
Read about AI Solutions We Developed for Other Manufacturers
Why Automate the Production of Precast Concrete with DAC.Digital?
Custom Computer Vision Development
After verifying your business case for automating precast concrete quality inspections, we will tailor the solution to your process. The process includes picking hardware, training algorithm, and installing everything in your factory.
Covers Every Stage of the Process
We provide timely deliveries and seamless AI project execution from concept to deployment. Our team is fully equipped to build AI solutions, design robust architectures, develop ML models, fine-tune performance, and scale systems for optimal efficiency.
Involved in Innovative Projects
We’re more than a service provider. We provide innovations in form of R&D projects and we have PhDs on our team that make advancement in the field of AI and computer vision. Check out our R&D projects.
Experienced in Offshore Collaboration
We’re based in Poland, but our reach don’t stop in Europe. We provide services globally and are willing to travel or send our experts that are located in the US, Germany, and more. See the map below.






Not sure how to start incorporating computer vision into your manufacturing process?
Let’s talk about it!

23 Deloitte Fast 50 Central Europe 2023
Deloitte Fast 50

Forbes Technology Council Official Member
Forbes

1000 Europe’s Fastest Growing Companies
2023 & 2024
Financial Times

Polish Company International Champion 2020
PwC

Master of Innovative Transformation 2021
MIT Sloan Review

Subscribe our Newsletter
Anything else we should know?
Optional, and you are already subscribed. It only helps us write for the right reader.
You are on the list.
The next one lands in your inbox. Nothing else — we do not pass your address on.
Our Technology Stack
Machine Learning & AI




Scikit-Learn, OpenAI API, OpenMMLab, OpenVINO, Safetensors, SAM2, DINO, OpenCV, Open3D
MLOps




Weights and Biases, neptune.ai, SIGOPT, Optuna
Cloud & Data Platforms




Apache Kafka, Apache Spark, Snowflake, dbt, Argo Workflows, Matillion, Airflow, AWS Sagemaker
Data Analytics




Scikit-Learn, Polars, Prometheus, Grafana, PowerBI, Sweetviz, Seaborn
Explainable AI




LIME, ELI5, omniXAI
Data Management




PyTorch Lightning, MongoDB, Redis, MySQL, PostgreSQL, MS SQL Server, Talend, DWH & Data Lakes, Databricks, Azure Blob Storage, CVAT
Edge ML




Nvidia TAO, Edge Impulse, PyTorch mobile, Embedded systems integration
Contact us!
Send us an email: [email protected]