02 Sep 2026
Mining and Metals
Why data quality is the real AI challenge in the mining industry
Insights
-
Artificial intelligence (AI) is playing an increasingly important role in the mining industry. Predictive maintenance for critical equipment, energy optimization, improved metallurgical recovery, asset monitoring and process anomaly detection are just a few of the many applications with significant potential benefits.However, when an AI project fails to deliver the expected results, the problem rarely lies with the algorithms themselves.In our experience, the main obstacles are usually related to data quality, availability and structure. Even the most sophisticated models cannot produce reliable recommendations if the data they rely on is incomplete, inconsistent or difficult to use.Before we talk about artificial intelligence, we first need to talk about data.
-
17 Jul 2025Enhancing project delivery with LiDAR-equipped drones and advanced data acquisition
-
-
11 Jul 2025Power and RenewablesFrom delivery to decommissioning: a strategic look at comprehensive testing for electrical assets
-
Shanon Lo, P.Eng.
Engineer, Studies & Field Testing
-
-
09 Jul 2025Mining and MetalsHow to improve paste backfill plant performance: five applicable fixes
-
Jacob Landriault P.Eng., PMP
Senior Engineer, Mining and Geology
-
-
03 Jul 2025Mining and MetalsUnderground mine piping systems
-
-
25 Jun 2025Power and RenewablesBuilding Canada’s Energy Future Through Smart Integration
-
-
18 Jun 2025Energy and Chemical ProcessesBuilding industrial resilience through the circular economy
-
Joe Nava, P.Eng.
Global Director, Advanced Fuels and Chemicals
-
-
05 Jun 2025Working in an environment while restoring it. Not only is it possible—it’s essential.
-
-
28 May 2025Mining and MetalsPeople are driving force behind the mining transformation
-
-
20 May 2025Mining and MetalsA holistic approach to mine digitalization for strategic success
-
-
15 May 2025We often hear about groundbreaking solutions designed to combat global warming, produce green energy or improve living conditions. These innovations include alloy powders for 3D printing, anode and cathode powders for high-capacity batteries and additives such as graphene that enhance the properties of everyday objects. They also include catalysts used in green hydrogen production. Producing these new materials often involves developing innovative manufacturing processes. Successfully commercialized innovations typically come from manufacturing processes that have migrated from the lab to full industrial scale while navigating two major risk categories: technical and commercial. This article explores technical risks, while a future article will address commercial risks.The technical risks of process commercialization
-
Benoit Desjardins, P.Eng.
Senior Engineer, Operational Readiness and Commissioning
-
-
15 Apr 2025Power and RenewablesPipe stress analysis
-
-
14 Apr 2025Mining and MetalsMine Electrification in Canada: An Industry in Transition
-
Amanda Fitch, P.Eng.
Director, Mining and Metals
-
-
08 Apr 2025Mining and MetalsMining Asset Optimization: Results, Case Studies & Lessons Learned (Part 3)
-
Kevin Provencher, P.Eng.
Senior Engineer, Electrical & AIT
-
-
25 Mar 2025Mining and MetalsAction levers for building a more resilient and sustainable mining industry
-
Bahareh Asi, P.Eng., M.Eng.
National Practice Leader, Geology, Mining and Process
-
-
04 Mar 2025Mining and MetalsAcid mine drainage (AMD) is a persistent environmental challenge. It occurs when sulfide minerals, exposed to air and water during mining, break down and produce acidic, metal-laden water. This contaminated water harms ecosystems, pollutes water sources and in general creates challenges for mining operations. Traditional treatment methods (active treatment technologies) can address AMD but are often costly and energy-intensive. On the other hand, passive treatment systems rely on natural biological, chemical and physical processes to treat AMD. These systems provide a more environmentally sustainable and efficient solution under the right conditions. This article explores passive treatment systems, including their types and longevity, highlighting their potential as a long-term environmental remediation approach.Passive treatment of acid mine drainage water: a sustainable solution -
-
25 Feb 2025Mining and MetalsMethods and Tools for Mining Asset Optimization: Practical Solutions (Part 2)
-
Kevin Provencher, P.Eng.
Senior Engineer, Electrical & AIT
-
-
20 Feb 2025AI Action Summit
-
-
14 Feb 2025Renovating industrial structures and seismic rehabilitation
-
-
23 Jan 2025Mining and MetalsAsset Performance Optimization in Mining: Key Challenges and Strategic Priorities (Part 1)
-
Kevin Provencher, P.Eng.
Senior Engineer, Electrical & AIT
-
-
06 Dec 2024Other IndustriesCahier 4 du Guide d’échantillonnage à des fins d’analyses environnementales, titled Échantillonnage des émissions atmosphériques en provenance de sources fixes, is a key reference for sampling atmospheric emissions from stationary sources. Developed by the Centre d’expertise en analyse environnementale du Québec, this document standardizes sampling practices to ensure consistency and reliability. It provides a comprehensive methodological framework that guides users through every step, from planning sampling campaigns to drafting final reports. It also outlines approved methods by parameter and combination, tailored for use in Québec, while emphasizing rigorous quality assurance and control at every stage. As a living document, Cahier 4 is updated regularly to reflect progress and user feedback, ensuring it remains a relevant and reliable resource for industry professionals. By incorporating current regulatory standards, it helps verify compliance of atmospheric emissions with legal requirements, thereby safeguarding both environmental health and public well-being.Cahier 4: a benchmark for sampling atmospheric emissions from stationary sources in Québec
-
Peter Wanga
Atmospheric Modelling Specialist, Environmental Engineering
-
-
05 Dec 2024Decarbonizing Canada’s path to 2050
-
Stéphane Charest, P.Eng.
Vice-president, Energy and Chemicals Market
-
-
26 Nov 2024Mining and MetalsEnergy and Mines conference: key takeaways from Susan Campbell and Isabelle Leblanc
-
-
26 Nov 2024Other IndustriesHurricanes are becoming increasingly violent, but industrial companies can calm the trend
-
Hugo Careau, P.Eng.
Principal Engineer, Decarbonization
-
-
25 Nov 2024Mining and MetalsHigh-purity iron ore: a key asset for decarbonization
-
-
08 Nov 2024Other IndustriesDesalination is vital in industries such as power generation, oil and gas, and mining, especially in water-scarce regions. However, the process generates brine, a by-product that poses environmental, operational and regulatory challenges. Mismanaging brine can increase costs, damage equipment and harm ecosystems. As regulations tighten, industries must manage brine effectively to avoid fines, support sustainability and ensure long-term success.Effective concentrate management from desalination applications
-
-
06 Nov 2024Power and RenewablesA global landscape reshaped by the energy transition
-
François Vitez, P.Eng.
Vice-President, Power and Renewables Market
-
-
28 Oct 2024Why does change management fail?
-
-
23 Oct 2024Power and RenewablesStabilizing grid frequency fluctuations through effective regulation
-
Manish Persand
Engineer in training, Electric
-
-
15 Oct 2024Companies as vehicles for reconciliation
-
01 Oct 2024In December 2022, nearly 200 countries gathered in Montréal and agreed on a series of measures to stop the rapid decline in biodiversity. The urgency is clear: 25% of all species worldwide are at risk of extinction, and in southern Canada, 70% of wetlands have already disappeared. This is especially concerning, as healthy land and oceans are essential for absorbing greenhouse gas emissions. Businesses play a crucial role in this collective effort to conserve and restore nature. But what exactly are their obligations? How can they assess and reduce the impact of their projects on biodiversity? In this episode of The Ingenuity Effect, Vincent Clément, Senior Environment Professional, and Jean-Francois Bourque, Department Manager, Environment, at BBA, discuss these important questions with host Sandrine Rastello.For an industry committed to biodiversity
-
