Geological Analysis Enhanced By AI And Computer Vision At Every Scale
WIISE Vision deciphers complex geology across all scales. We apply cutting-edge computer vision to transform raw rock data — from microscopic images to complete well logs — into actionable intelligence that drives critical reservoir decisions.
Partnership with Petrobras
Our foundational methodology was proven through a strategic joint development with Petrobras, one of the world's leading deepwater operators.
Partnership with Oracle
Our partnership with Oracle provides a critical technological validation. Leveraging Oracle's high-performance cloud infrastructure ensures our complex AI solutions are both scalable and robust.
THE PROBLEMS WE SOLVE
How Vision Helps In Intelligent Oil Prospecting Management
Through innovative models we tackle the primary challenges in Oil Prospecting.
Reservoir Characterization
Achieving precise reservoir characterization is a multidisciplinary, data-intensive process prone to subjective interpretation. By applying computer vision and AI to key stages of this process, our technology delivers the critical information needed to make informed decisions.
Optimized Recovery And Reservoir Management
AI and computer vision are revolutionizing the oil and gas industry by converting complex geological and operational data into actionable insights. These technologies enhance efficiency, improve decision-making, and reduce risks, leading to smarter, safer, and more cost-effective exploration and production.
Real Time Prediction During Drilling
Making real-time decisions can greatly influence operational expenses. Our AI-driven solutions automate the real-time forecasting of crucial events, including reservoir arrival and possible wellbore stability risks. This allows for accurate drilling termination in targeted areas, ultimately saving time and reducing the chances of mistakes.
Save Millions In Drilling And Time
Geological automated analysis allows the operator to optimally define the proper reservoir characterization avoiding unnecessary expenditure of time and money. With consistent utilization of AI solutions for real-time predictions, operators might prevent expensive drilling mistakes, possibly saving as much as 100 million USD per well.
Precise reservoir data reduces uncertainty, improving well placement and maximizing investment return.
AI models optimize production from existing assets, increasing revenue without major new capital investments.
Real-time hazard prediction avoids costly failures, ensuring safer, faster, and more efficient drilling.
From Reservoir to Rock DNA: A Multi-Scale Journey
This integrated, multi-scale analysis transforms raw data into a clear, predictive model by connecting insights across every scale — from the entire reservoir down to a single grain of rock — ensuring every decision is made with confidence. At each step, specialized AI solutions work to decode complexity, automate analysis, and deliver objective, data-driven answers.
The Reservoir: Mapping the Entire Field
The first step is to see the entire field as a single, dynamic system. This macroscopic view provides the strategic map, revealing the overall architecture, identifying the most promising areas, and planning the most efficient path for development. It’s about understanding the forest before examining the trees.
Seismic Interpretation
Think of seismic surveys as an ultrasound for the earth. AI-driven platforms analyze these vast 3D volumes at incredible speed, automatically mapping geological structures and layers. This process illuminates potential hydrocarbon traps and flags potential risks, providing the foundational blueprint for exploration and fundamentally de-risking initial investments.
The Wellbore: A Direct Look Inside
With the map established, the next step is to drill down. Well logs provide a continuous stream of data directly from inside the rock formations, offering a high-resolution look along the entire path of the well. This is where the broad map is verified and enriched with direct, in-situ measurements.
Well Log Analysis
Using Artificial Intelligence, a complete and consistent story is woven from multiple data streams. AI algorithms automatically align log signatures from different locations and classify rock types by integrating data from every scale —from physical core samples to the subtlest digital readings. This creates a unified, reliable interpretation of the subsurface, i.e., facies interpretation.
Image Log Analysis
Specialized computer vision tools decipher the high-resolution images of the borehole wall, automatically detecting critical details like fractures and textural changes with objective precision. This analysis enhances drilling safety and provides invaluable data for reservoir characterization.
Conventional Well Log Insights
AI can also unlock new value from standard well logs, even in older wells. By recognizing complex patterns in basic data (like gamma, density, and neutron logs), it can accurately estimate crucial properties like porosity and permeability. This fills critical data gaps and adds modern analytical power to existing assets.
The Core: Holding the Reservoir in Your Hands
While logs provide continuous data, a physical core sample provides the undisputed ground truth. This is a direct piece of the reservoir, allowing for precise measurements that calibrate and validate all other data, dramatically reducing uncertainty.
Digital Rock Physics
AI-powered segmentation transforms micro-CT scans of core plugs into high-fidelity 3D digital twins. These models recreate the rock’s intricate pore network with immense precision. We can then use fluid-flow simulations on these digital models to accurately predict permeability, a critical parameter for forecasting production and optimizing recovery strategies.
The Microscopic: Decoding the Rock’s DNA
The final zoom-in reveals the rock’s fundamental building blocks, details visible only under a microscope. At this scale, we uncover the rock’s origin, history, and essential composition, explaining why the reservoir behaves the way it does.
Petrographic Analysis
AI-powered microscopy automates the analysis of paper-thin rock slices. It rapidly classifies minerals, quantifies porosity, and identifies the historical processes that formed the rock. A detailed quantitative characterization that once took days is now available in minutes, directly impacting the assessment of reservoir quality and potential.
Micropaleontological Analysis
AI models automatically recognize key microfossils, providing a rapid and accurate determination of the rock’s geological age and the environment in which it was formed. This insight is critical for optimizing wellbore placement in real-time and ensuring the most productive zones are targeted.
The Foundation: How We Build Your Solution
Our expertise in developing custom technological solutions is founded on a proven, four-pillar methodology. This process ensures every solution is data-driven, technologically advanced, and delivers tangible business value by transforming complex geological data into actionable intelligence.
The WIISE Data Hub: Unifying Your Geological Universe
Before you can find answers, you must first bring order to the chaos. Geological data is often scattered across decades, trapped in multiple formats, and massive in size. Our first and most critical step is to architect a single, unified source of truth that serves as the bedrock for all analysis.
What we do: We build a centralized, high-performance data hub to consolidate all your geological assets — from seismic surveys and well logs to core photos and microscopic images.
The WIISE advantage: This is not just data storage; it is intelligent data preparation. Our platform is engineered to overcome the toughest challenges, seamlessly handling inconsistent formats and massive file sizes (over 40GB). We create the pristine, cohesive, and AI-ready foundation required for any advanced model to learn effectively and deliver reliable results.
The Engine: Specialized AI & Computer Vision
Once the foundation is set, we build the engine. We don’t use generic, one-size-fits-all AI. We design, train, and deploy advanced deep learning and computer vision models specifically tailored to solve your unique geological challenge.
What we do: We select state-of-the-art AI architectures (like Vision Transformers for textural analysis or U-Nets for segmentation) and train them on your data to recognize the specific features relevant to your reservoir.
The WIISE advantage: Our focus is on precision. By training models on data specific to your assets, we create highly specialized "experts" that can identify subtle patterns and features that generic models would miss, leading to more accurate and reliable predictions.
The Engineering Bridge: From Model to Mission-Critical Tool
A powerful AI model is only half the solution. The real value is unlocked when that model is transformed into a secure, scalable, and reliable tool that your team can depend on every day. This is where our deep expertise in software engineering becomes critical.
What we do: We engineer our custom AI models into robust, enterprise-grade software applications. Crucially, we offer the flexibility to either build a complete, standalone solution from the ground up or to integrate our powerful AI models directly into your existing platforms and ecosystems.
The WIISE advantage: We build for the real world, wherever it operates. Whether you need a full WIISE-built application or want to supercharge your current software with our AI, our focus is on seamless integration. Using modern, serverless cloud architectures, we ensure our solutions deliver on-demand power and elite performance, providing a secure and efficient enhancement to your mission-critical operations.
The Output: Actionable Insights & Intuitive Visualization
The most powerful analysis is useless if it isn’t understandable. The final, critical step is to translate complex model outputs into clear, intuitive, and actionable intelligence that empowers your team to make better decisions, faster.
What we do: We transform analytical results into insightful visualizations, automated custom reports, and interactive dashboards that integrate seamlessly into your existing workflows.
The WIISE advantage: We focus on decision velocity. Instead of dense spreadsheets or static reports, we deliver dynamic tools. Imagine an interactive dashboard where you can instantly see the impact of a new data point on reservoir connectivity, or a report that automatically flags high-risk zones for an upcoming drill. We deliver not just data, but answers.
Proof In Practice: Our Impact And Research
Our technology isn't just theoretical; it's proven in the field through strategic partnerships with industry leaders and validated by peer-reviewed academic research. Here’s a look at how our solutions are making a measurable impact and how our team is contributing to the future of geoscience.
Automated Image Log Analysis With Petrobras
The Challenge: To accurately and efficiently analyze vast quantities of borehole image logs, overcoming the bottlenecks and subjectivity of manual interpretation.
Our Solution: We developed a sophisticated data-driven pipeline that leverages a hybrid AI approach. This solution combines deep learning models for precise texture classification with advanced machine learning for segmenting geological structures like fractures and vugs.
The Impact: This automated system achieves up to 90% accuracy, delivering a rapid and highly reliable characterization of the reservoir. This collaboration provides Petrobras with a powerful tool to accelerate analysis and make more informed decisions.
SIAM: AI-Powered Micropaleontology
The Challenge: To streamline the management and analysis of micropaleontological data, a process traditionally reliant on time-consuming expert analysis.
Our Solution: In partnership with Petrobras, we developed SIAM, an innovative cloud-based platform. This tool uses AI to automate microfossil recognition and conduct similarity searches, bringing new levels of efficiency to biostratigraphic studies.
The Impact: SIAM transforms a critical but labor-intensive process into a rapid, data-driven workflow, allowing for faster and more accurate determination of geological age and depositional environments.
Leading The Industry: Our Research And Recognition
We are committed to advancing the science of geological analysis. Our team actively publishes in leading academic journals and presents at the industry’s most prestigious conferences, ensuring our solutions are built on the absolute latest in technological innovation.
Expert Systems With Applications (2025): Published our research in a leading journal on applied artificial intelligence.
66th SPWLA International Symposium (2025): Selected to present our findings at the foremost international event for petrophysicists and well log analysts.
39th SBBD - Brazilian Symposium on Databases (2024): Our work received an Honorable Mention Award for Best Paper, recognizing the quality and innovation of our research.
Reach More With WIISE Vision
Contact our team to know more about our services.
OUR PROCESS
From Data To Decision In Three Steps
Our methodology is designed to deliver rapid, reliable, and actionable intelligence. We transform your complex geological data into a clear strategic advantage through a transparent and collaborative three-step process.
AI-Powered Analysis: Uncovering Hidden Insights
First, we apply our specialized AI models to your data. Unlike generic tools, our algorithms have been trained on vast libraries of real-world geological data. They see what the human eye can miss, recognizing subtle patterns and correlations at a massive scale.
The result: An analysis that is not only faster (reducing expert analysis time significantly) but also more consistent and objective. This process increases exploratory efficiency by providing a quantitative, data-driven foundation for your project.
The WIISE Platform: Interactive Exploration
The results of our AI analysis are delivered through a secure, custom-built web platform. This is not a static report; it’s an interactive workspace where your team can explore the findings, validate results against field samples, and dive deep into the data.
The result: Your team is empowered with a dynamic tool that centralizes information and fosters collaboration. It bridges the gap between complex AI analysis and practical, human-led geological interpretation.
Actionable Reports: Real-Time Decision Support
Finally, the platform generates automated, on-demand reports containing the key information needed for critical decision-making. These reports are designed for clarity and speed, highlighting the most important takeaways for your specific objectives.
The result: You receive clear, concise intelligence formatted to assist with real-time operational decisions, such as optimizing well placement or targeting the most promising zones, ultimately reducing non-productive time and costs.
Our Deliverables
Our process culminates in a suite of deliverables designed not just to present data, but to empower decisions. We provide a complete solution that combines the power of a dynamic software platform with the clarity of expert-driven insights, ensuring you can act on our findings with speed and confidence.
A Unified, Interactive Workspace
Forget static, siloed reports. Our primary deliverable is access to a secure, custom web platform where all analysis, data, and insights are centralized. This dynamic environment allows your team to interact with the results, run custom scenarios, and explore the data in a way that traditional reports simply cannot match. It’s a living model of your asset, available anywhere, anytime.
Decision-Ready Dashboards & Visualizations
Within the platform, complex AI-driven results are translated into clear, intuitive dashboards. We highlight key performance indicators, flag critical risks, and visualize geological features with unparalleled clarity. This allows your experts to absorb critical information at a glance and focus on what matters most: making the right strategic decisions.
Expert Insights & On-Demand Reporting
The platform is complemented by our team's deep geoscience expertise. We deliver automated, custom reports that summarize the most critical findings and provide clear recommendations. This combination of powerful AI, an interactive platform, and human expertise ensures you have the comprehensive support needed to optimize your operations and de-risk your investments.
Rodrigo Dias
CEO - WIISE
« At WIISE Vision, we are fundamentally changing how our clients see the reservoir. We do this by fusing state-of-the-art computer vision with geological data from every scale — from microscopic rock textures to full seismic volumes. But the true breakthrough comes from our unique team, where seasoned geologists work hand-in-hand with AI specialists. This constant dialogue is what allows us to teach machines to interpret geology, ultimately transforming a complex picture into a clear, confident decision. »
THE PROBLEMS WE SOLVE
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