Join the Lexica Partner Program Accelerating the path to fully automated enterprises. Lexica’s Semantic AI powers the next generation of enterprise automation. Our Partner Program helps you capture this value, expand your offerings, and unlock new revenue streams. The Partner Program not only facilitates spreading awareness but also serves as a comprehensive ecosystem, uniting products, tools, and terms. This holistic approach ensures a positive environment for adopting, evolving, and fully leveraging Semantic AI technology. We're thrilled to unite technology leaders across industries and provide unwavering support at every step of their journey. "Gartner predicts that by 2027, organizations prioritizing semantics in AI-ready data could see GenAI model accuracy increase by up to 80% and costs decrease by up to 60%." Why the Partner Program 1 Smarter Solutions Build advanced solutions from natural language. 2 Business in Control Shift leadership to domain experts. 3 Market-Ready Innovation Stay ahead of trends and demands. At Lexica, our goal is to team up with key partners across various industries, making the most of our competitive edge. Let's join forces to tap into the potential of a dynamic market that's on a steady growth path, all while putting our customers front and center. Our Product Offering Lexica offers a portfolio of products that cover the entire value chain of a business solution. See our Solutions. Business Benefits 15x Faster Business operations optimized 0% Emissions Sustainable by design 90% Accuracy Boost Cleaner, more reliable data 70% Time Saved $ $$ Lower TCO 100% Privacy Accelerated software development Total Cost of Ownership No data needed to train Types of Partners We offer a suite of solutions for every stage of software development across diverse partner memberships. VERTICAL BUSINESS PARTNERS 1 Role: Recommend + Sell Companies with 20+ clients that provide expert knowledge in a specific vertical and partner with LEXICA to build applications. ENTERPRISES 2 Role: Adopt + Scale Large companies with 250+ employees and robust IT departments. They use the platform to provide services to their own ecosystem. DEVELOPERS 3 Role: Build + Innovate Software development companies that build software for their clients. They can be LEXICA-native or work with traditional methods. RESELLERS 4 Role: Distribute + Grow Companies authorized by Lexica to commercialize its technology and/or the digital platforms of its ecosystem. Brands that Trust Lexica Unlock the full power of Semantic AI. Become a Lexica Partner today. Join

Our mission is to simplify and transform everything that is known about software development today by taking a Semantic approach. LOGISTICS Intelligent applications for every corner of the logistics chain, powered by Semantic AI. Lexica streamlines the entire logistics workflow, from rate negotiation and supply chain coordination to automated customs documentation and client-facing chatbots for real-time shipment visibility. Our solutions support maritime, air and ground freight forwarders, as well as OTMs. Maritime Freight Forwarder Air Freight Forwarder Ground Freight Forwarder OTM Automated port-to-port documentation, compliance checks, and shipment tracking. Faster, more reliable cargo bookings, customs, and flight coordination. Optimize routes, manage fleets, and automate waybills for visibility. Unify sea, air, and land logistics with one intelligent system. Streamlined customs operations for TIBA by 70% . What once took 100 people, now takes 20 . Proven with leading freight forwarders across Latin America. TECHNOLOGY OVERVIEW: HOW IT WORKS FOR LOGISTICS Lexica turns logistics knowledge into intelligent software in real time using our Semantic AI platform. Our Logistics Brain acts like a domain expert, trained to understand the complexity, regulations, and operational logic of logistics, in plain English. It holds deep industry intelligence and transforms it into tailored applications, drawing only the business logic needed to solve each specific use case. With a Logistics Brain at the helm, every use case is handled with precision and expertise, like having a logistics expert on call 24/7. Here's how we create intelligent applications that understand your business: 1. It starts with your words. We sit down and understand your use case in plain English. No technical jargon, just a clear business need. Our technology trains a model directly from your business knowledge as you describe it in natural language. Your words become the foundation: your knowledge, our intelligence. 2. Our technology does the rest. Using the knowledge captured in the Logistics Brain, our technology converts your business rules and decision criteria into intelligent applications that understand and run your operations. No data required to build, just your knowledge. 3. Your data. The foundation of every answer. Once we give you the app, just add your operational data, and the app gets to work, offering smart recommendations, real-time insights, and even answering your questions in natural language in real time. It’s like having a business expert on call 24/7. No hallucinations. 100% factual. 4. When your business shifts, your app adapts instantly. As your operations or regulations evolve, so does your application. Lexica updates your solution with the latest logic and rules—keeping it relevant, compliant, and ready in real time. We’ll partner with you to scope and apply the updates as your needs grow. With Lexica, your business runs on living intelligence, not static systems, and seamlessly connects with other applications, bringing business meaning into every integration. PROVEN INTELLIGENT APPLICATIONS. SCALED FOR REAL-WORLD IMPACT. In market today and ready to use: Operations Automated end-to-end cargo + customs workflows Norms Real-time regulatory intelligence, always up to date CRM for Freight Forwarders AI-powered client + sales management Customs Software jurisdiction-specific compliance automation Live, proven, and built to scale, delivering real impact today. Solving Your Logistics Challenges, Together. We help cut forecasting errors, optimize operations, and simplify compliance, delivering measurable results. Let’s explore how we can do the same for you. Book a Discovery Call

Our mission is to simplify and transform everything that is known about software development today by taking a Semantic approach. CONSUMER PACKAGED GOODS (CPG) An Intelligent Workforce Digital Platform for the CPG Industry, powered by Semantic AI. This is not just another Human Resources system. It is a specialized digital platform designed specifically for the Consumer Packaged Goods industry. Our solution captures the business, legal, and operational nuances unique to CPG companies, where large workforces, complex compliance requirements, and constant organizational changes intersect. With Lexica, CPG companies can streamline workforce operations end-to-end: Core HR/ Payroll Functions Legal and Compliance Organizational Management Advanced Analytics Payroll integration, compensation models, performance evaluation, and career planning. Automated contract generation with AI, digital signatures, and seamless collaboration with legal teams. Dynamic org chart evolution, traceability of changes, and automated approval processes. Semantic prompts, employee experience monitoring, and real-time organizational insights. By unifying HR, compliance, and organizational management into a single intelligent platform, Lexica makes workforce management in CPG simpler, faster, and more precise. Coca-Cola has seen the direct impact: Lexica transformed a compensation process for 3,000 employees that once required two full-time employees an entire month into a task completed in just 20 minutes , reducing error risk by more than 10x. "This platform allows us to evolve our compensation criteria with remarkable flexibility and autonomy. At first, we didn’t believe the solution could exceed our expectations, but it did." - Valentina Diaz, Manager of Workforce, Compensation, and Development, Coca-Cola Andina So how does Lexica achieve these results? Here's how it works. TECHNOLOGY OVERVIEW: HOW IT WORKS FOR THIS INTELLIGENT WORKFORCE DIGITAL PLATFORM Lexica turns business knowledge into intelligent software in real time using our Semantic AI platform. In this case, we use a Human Resources / CPG Brain, a domain expert that understands HR within a CPG environment, combined with off-the-shelf Lexica Intelligent Applications. Together, these capture the legal, compliance, organizational management, and analytics requirements that form the foundation of your solution. From there, we begin the customization process in plain English. Changing decision criteria is as simple as updating a sentence, not writing code. The goal is to instantly apply the right business intelligence and logic to solve your specific use case with precision. With an HR / CPG Brain at the helm, every use case is handled with expertise and accuracy, like having a domain expert on call 24/7. Here's how we an intelligent workforce digital platform that understand the complexities of your business is built: 1. It starts with your words. We sit down and understand your use case in plain English. No technical jargon, just a clear business need. Our technology trains a model directly from your business knowledge as you describe it in natural language. Your words become the foundation: your knowledge, our intelligence. 2. Our technology does the rest. Lexica uses the intelligence it already has from HR in the CPG industry, then applies your decision criteria to create intelligent applications that fully understand your operations. No extra data prep is required, only your business knowledge. This ensures your software is unique to your company. After all, no other CPG business runs HR the way you do, so why should your software be the same? 3. Your data. The foundation of every answer. Once the platform is in place, just add your operational data and Lexica gets to work, delivering smart recommendations, real-time insights, and natural language answers on demand. It’s like having a business expert available 24/7. No hallucinations. 100% accurate. 4. When your business shifts, your app adapts instantly. As your operations or regulations change, so does your platform. Lexica automatically updates your solution with the latest logic and decision criteria, keeping it relevant, compliant, and ready in real time. We partner with you to scope and apply updates as your needs evolve. With Lexica, your business runs on living intelligence, not static systems, and seamlessly connects with other applications, bringing business meaning into every integration. PROVEN INTELLIGENT APPLICATIONS. SCALED FOR REAL-WORLD IMPACT. The Intelligent Workforce Platform comes ready with specialized applications, each designed to solve a critical part of workforce management in the CPG industry. Together, they create a connected ecosystem that drives accuracy, efficiency, and compliance. Variable Compensation Data inputs for payroll settlement Integration with SAP or other payroll systems Flexible and scalable variable compensation models Primary settlement and adjustments Traceable calculation log Embedded PowerBI analytics Contracts Document management Electronic signatures Automated annex generation for variable compensation Notifications tied to contract dates Seamless collaboration with legal teams or internal departments Dynamic Org Chart Integration with SAP or other systems Intelligent and dynamic diagramming Change traceability Analytics on organizational evolution Employee Services Employee self-service portal Dashboards and performance tracking Pre-settlement and digital payroll settlement Employment contracts and updates Employee experience monitoring Request management and virtual assistant Each application is powerful on its own, but together they form a proven, scalable HR platform for CPG. Fully interoperable, they speak the same language and connect seamlessly, no silos, no disconnected data. Smarter HR for CPG, Built Around You. From compensation to compliance, organizational management to employee services, we help you eliminate inefficiencies and deliver measurable results. Ready to see it in action? Book a Discovery Call

Semantic AI Globally patented technology that finally makes software and data speak the same language fluently, the language of your business . "Insanity is doing the same thing over and over again and expecting different results." Since the dawn of digital networks, businesses have faced the same challenges: disconnected systems, data silos, and IT tools that struggle to communicate with users in a language they actually understand. The more complex the business domain, the bigger the problems become. And they remain unresolved. Traditional approaches won't fix them: software engineers try to interpret business experts to produce functional code, while data scientists try to interpret the same users to inject knowledge into the data for business insights. Add to this that one dataset often needs to be expressed differently for different business areas, and the result is an inevitable game of broken telefphone. How technology operates today How Lexica does it Until now, the software industry has offered only two options: COTS (Commercial Off-the-Shelf): proven, configurable software available for inmediate implementation. Custom Development: tailor-made solutions for cases where COTS falls short of meeting unique business needs or requires major modifications. Lexica offers a new model that combines the best of both worlds. We train Brains with specific business knowledge and powers them with a semantic engine that executes this knowledge in real time, without the writing or compiling traditional code. That means we get configurable software available for inmediate implementation in a tailor-made solution. Plus, the added value of having it all speak the language of the business. The result: software where data is connected and naturally speaks the language of your business. How the technology works Step 1: Train the Brain We capture business knowledge directly from domain experts using natural-language descriptions. The Brain learns from these descriptions and keeps improving as you add more over time. We’ve already trained Brains for Energy, Logistics, HR (for CPG), and Legal. For each use case, we can start with a smaller, purpose-built model that grows as new descriptions are added—like our HR for CPG Brain. Example: Energy Maintenance The illustration below shows a sample of our Maintenance model within the Energy Brain. It supports maintenance of transmission infrastructure, thermal generation equipment fleets, and industrial spare-parts inventory, and integrates in real time with operations systems to read generation data and fuel consumption at thermal plants. Step 2: Intelligent Application Generation Lexica provides tools to access the Brain’s knowledge, selecting only the connected concepts needed for your use case. That knowledge is processed in real time and delivered as intelligent applications with fully flexible visual UIs, no coding required. The result is a ready-to-use app with the look and feel you want and the intelligence of your business. Step 3: Data Generation Lexica’s intelligent applications use the Brain’s meta-metadata to deliver data natively connected to your business intelligence, providing trustworthy, high-quality traceability and lineage. Step 4: Agentic Automatization With built-in agentic capabilities, the intelligent applications don’t just display information, they take action to complete tasks, guided by your business logic, criteria, rules, and context. Decisions and actions are captured as clean, structured digital records. Everything from work orders, forms, approvals, reports are pushed to your systems (ERP/EAM/CMMS) automatically. No manual re-entry. Every artifact includes built-in validation, compliance evidence, and full traceability and lineage. For our Energy Maintenance Example this means our technology can: Automatically generate a preventive-maintenance work order, schedule the crew, issue spare parts, update the CMMS/ERP, and log compliance evidence (timestamps, signatures, readings), all recorded with end-to-end traceability. The illustration below shows how the meta-metadata is transformed into an intelligent application that informs and takes action. As described in steps 2-4. What if I only want an AI agent? While we recommend starting with intelligent software that understands your business and then enabling the same application to act with agentic capabilities, we understand that sometimes you need a dedicated AI agent now. Below, we show why an agent built with Lexica’s Semantic AI is a smarter choice than traditional approaches. How traditional AI agents are In simple terms, an AI agent is an orchestrator. It coordinates tasks across your existing software, assigning each step to the right tool or service. It doesn’t truly reason or make independent decisions; it follows what it was configured to do by humans. If a task requires an extra step it wasn’t trained for, the agent won’t perform it, even if it’s the logical next action. And because the end-user interface typically relies on an LLM, responses can still hallucinate. Energy Maintenance Example: If an agent is trained to create a work order and issue/update required parts from inventory, but it isn’t configured to track vendor SLAs when stock is low and auto-replenish parts for the next maintenance window, it won’t do it. A human would need to add another software integration or spin up a new agent and connect them, without any guarantee they “speak” the same language. How Lexica builds agents (the Semantic way) Lexica agents aren’t standalone bots. They’re built-in capabilities within your Lexica applications that plan, decide, and act using the Brain’s business knowledge (meta-metadata). Because they execute explicit business logic, policies, rules, standards, and dependencies, they’re reliable, auditable, and action-oriented. They verify outcomes with full traceability. And when the business changes, as it always does, there’s no retraining: simply add new business knowledge in plain English and every application becomes aware, keeping all actions current. Energy Maintenance Example: In a thermal power plant, our system knows how long equipment has been running and what the sensors are saying. It picks the best time to do maintenance (lowest cost, least disruption), prepares the required safety permit, creates and schedules the job, and pulls or reorders the parts if stock is low. It updates the maintenance and control systems and records proof for audits, with an end-to-end trail. All the business decision criteria live in Lexica’s Decision Intelligent Platform, so every system “speaks” the same language and follows the same decision logic, even as your operations change. This is Agentic Semantic AI that plans, decides, and acts, grounded in your business knowledge, with end-to-end traceability. Sign Up for the Newsletter No spam. No endless emails. Just once a quarter, we’ll share meaningful updates on Lexica, thought-provoking articles, and industry insights that matter to your business. Sign Up

Our mission is to simplify and transform everything that is known about software development today by taking a Semantic approach. ENERGY AI-powered applications built for the energy sector. Lexica delivers semantic AI applications designed to solve the energy sector’s toughest challenges, forecasting demand, optimizing operations, and ensuring compliance. Each application is built from your business knowledge, so it understands your data, rules, and logic in real time. Explore what we offer across three core pillars of the energy ecosystem: Grid & Market Operators Balance demand, stay compliant, and make faster, real-time decisions. Utilities & Energy Retailers Automate billing, customize rates, and manage clients with ease. Generators Optimize output, monitor fuel, and stay ahead of regulatory requirements. Already proven: Contributed to a 50% reduction in forecasting errors with XM, Colombia’s grid operator. TECHNOLOGY OVERVIEW: HOW IT WORKS FOR ENERGY Lexica turns energy knowledge into intelligent software in real time using our Semantic AI platform. Like a business expert, our Energy Brain is a semantic model trained in the complexity, logic, and regulatory demands of the energy sector, in plain English. It holds deep industry intelligence and transforms it into tailored applications, drawing only the business logic needed to solve each specific use case. Having an Energy Brain at the helm means every use case is tackled with precision and domain expertise. It's like having a business a specialist that never sleeps. Here's how we create intelligent applications that understand your business: 1. It starts with your words. We sit down and understand your use case in plain English. No technical jargon, just a clear business need. Our technology trains a model directly from your business knowledge as you describe it in natural language. Your words become the foundation: your knowledge, our intelligence. 2. Our technology does the rest. Using the knowledge captured in the Energy Brain, our technology converts your business rules and decision criteria into intelligent applications that understand and run your operations. No data required to build, just your knowledge. 3. Your data. The foundation of every answer. Once we give you the app, just add your operational data, and the app gets to work, offering smart recommendations, real-time insights, and even answering your questions in natural language in real time. It’s like having a business expert on call 24/7. No hallucinations. 100% factual. 4. When your business shifts, the app keeps up. As your operations or regulations evolve, so does your application. Lexica updates your solution with the latest logic and rules, keeping it relevant, compliant, and ready in real time. We’ll partner with you to scope and apply the updates as your needs grow. With Lexica, your business runs on living intelligence, not static systems, and seamlessly connects with other applications, bringing business meaning into every integration. PROVEN INTELLIGENT APPLICATIONS. SCALED FOR REAL-WORLD IMPACT. In market today and ready for scale: Demand Forecasting Short, medium, and long-term System Operator Forecasting Weekly grid operator forecasts, e.g. CND Regulatory Forecasting Government energy planning projections (e.g., UPME) Market Participant Forecasting Forecasts for utilities and market agents Demand Impacts from Events Data Integration for Forecasting and Demand Impacts Regulatory Control DRP Demand Response Programs Rationing Scheduled Load Shedding (rationing programs) Supply Supply Limitation Management Automated Data Integration For energy and power variables Calculation Workflows For converting variables into forecasts and event impacts Regulatory Compliance Onlne monitoring with real-time notifications Let's Solve Your Energy Challenges Together Our team is working to cut forecasting errors, optimize operations, and ensure compliance. Let’s explore how we can do the same for you. Book a Discovery Call

Lexica mission is to simplify and transform everything that is known about software development today by taking a Semantic approach. AI that speaks business. Fluently. Enterprise-grade software that understands the complexity of your operations, built directly from your business knowledge . Trusted by forward-thinking companies: PROVEN IN ENERGY FOR OVER A DECADE Lexica turns energy knowledge into intelligent software that forecasts demand, optimizes operations, and ensures compliance, in real time. Already helping to reduce forecasting errors by 50% with XM, Colombia’s grid operator. EXPLORE LEXICA FOR ENERGY ANNOUNCEMENT FISE AWARDS 2025 FOR INNOVATION IN ENERGY: FINALIST Together with our partner Factica and our energy client XM, we are honored to be recognized as one of the five finalists for Colombia’s FISE Innovation in Energy Award 2025. Winners will be announced in November 2025. SEE THE ANNOUNCEMENT Data is everywhere. Meaning is missing. That’s where Lexica comes in. Delivering enterprise-grade accuracy and 15x efficiency, already proven with industry leaders. WATCH LEXICA WORK INSIDE LEXICA: FROM KNOWLEDGE TO SOFTWARE At Lexica, we build AI-powered software that understands your business , because it's trained in the language logic, and structure of your operations. Lexica is the new paradigm: data, business intelligence, and working software, delivered as one. 1. Semantic Integrator Seamlessly connects to your systems and data: structured, unstructured, or legacy, without rip-and-replace. Integrate Everything 3. Decision Intelligent Platform Transforms knowledge into modular apps that evolve with your business. Gartner describes this platform as "software used to create decision-centric solutions that support, augment and automate the decision making of humans or machines, powered by the composition of data, analytics, knowledge and artificial intelligence ." No silos. No delays. Faster deployment than any legacy integration. Evolve Dynamically with the Business 2. Semantic Business Layer Adds your business logic and context directly into your data. No model training, no guesswork. Inject Intelligence 4. The Output: Semantic AI Agent Automates tasks and powers decisions with the accuracy of your business knowledge. No hallucinations. No human intervention. Act Instantly in Context Our Brains capture sector-specific knowledge in natural language, turning complex decision making business criteria into intelligent applications. This deep business awareness allows us to generate intelligent applications tailored to your business, in four simple steps. WHAT SETS LEXICA APART Lexica isn’t just another AI. It’s a new way of building technology, one that understands your business, speaks its language, and transforms business knowledge into intelligent software that simply works. Powered by Semantic AI, Lexica creates software that adapts to your operations and evolves as you grow, always grounded in real business logic. Finally, software that adapts to your business, not the other way around. Lexica has business in its DNA Just as every person has unique neurons and synapses, every organization has its own logic, a way of operating that sets it apart, even within the same industry. Lexica captures that business DNA and transforms it into intelligent applications designed in plain English. Software that mirrors how your business runs today and adapts as your operations evolve. How it complements other AI LLMs need curated prompts and context. Lexica provides both automatically, giving other AIs the business awareness they lack, no prompt engineers required. What this means for business Lexica turns decision-making business criteria into reliable, adaptive software. Error-free. Future-proof. Built to evolve as your operations change. How it integrates with data analytics Lexica powers semantic databases that strengthen analytics and upgrade other AIs, producing higher-quality outputs, text, images, documents, and more. Always with zero hallucinations. BUILT EFFICIENT. BUILT RESILIENT. We don’t rely on energy-draining GPUs or massive data training runs. Our semantic AI works with the knowledge you already have. No retraining, no hallucinations, no waste. WHAT THIS MEANS FOR BUSINESS Lower energy costs. Faster deployments. No heavy infrastructure. Technology that scales with your needs, not your carbon footprint. Intelligent software that grows with your business and makes it more energy-resilient, while saving money and resources. BOOK YOUR DEMO TODAY See how Lexica transforms business knowledge into intelligent software that makes the right decisions, in real time. SEE LEXICA IN ACTION Trusted by Google Cloud for Startups to deliver smarter, scalable, and sustainable AI solutions. PROUD PARTNER

Our mission is to simplify and transform everything that is known about software development today by taking a Semantic approach. HORIZONTAL SOLUTIONS AI-powered applications that work across industries: flexible, scalable, and powered by Semantic AI. Our intelligent applications are adaptable, AI-powered, and easy to deploy. They streamline operations, improve decision-making, and unlock value wherever your business needs it most. TECHNOLOGY OVERVIEW: HOW IT WORKS Lexica instantly turns your business knowledge into intelligent applications with our Semantic AI platform. Our Brains act like domain experts, trained to understand your industry’s logic, regulations, and complexity in plain English. They transform that knowledge into tailored applications, drawing only the business logic needed to solve each use case. With a Business Brain at the helm, every process is handled with precision, like having an expert on call 24/7. Here's how we create intelligent applications that understand your business: 1. It starts with your words. We sit down and understand your use case in plain English. No technical jargon, just a clear business need. Our technology leverages the intelligence it has from existing solutions and simultaneously trains a model directly from your business knowledge, described in natural language. Your words become the foundation: your knowledge, our intelligence. 2. Our technology does the rest. Lexica uses the intelligence it already has from existing solutions and any new models built, then applies your business rules and decision criteria into intelligent applications that understand and run your operations. No data required to build, just your knowledge. 3. Your data. The foundation of every answer. Once we give you the app, add your operational data, and the app delivers insights, recommendations, and answers in real time. Always accurate. No hallucinations. 4. When your business shifts, your app adapts instantly. As your rules or operations evolve, so does your application, staying compliant, relevant, and always up to date. With Lexica’s horizontal solutions, your business runs on living intelligence, not static systems, and seamlessly connects with other applications, bringing business meaning into every integration. PROVEN INTELLIGENT APPLICATIONS. SCALED FOR REAL-WORLD IMPACT. In market today and ready to use: Our intelligent applications are ready to use and fully customizable. You can mix and match them to create the digital platform that fits your business. No need to start from scratch, we embed your business intelligence so everything works for you from day one. Legal Automates compliance and contracts to keep you aligned with regulations in real time. Documents + Files Organizes and retrieves documents instantly, reducing inefficiencies and improving traceability. Pricing Dynamic pricing that adapts to market shifts, keeping you competitive and protecting margins automatically. Financial Settlements Automates service charge settlements with ERP integration and full accounting accuracy. ERP Unifies finance, HR, operations, and compliance in one intelligent, real-time system. Customer Service Manages cases and communication to deliver faster, more personalized client support. Inventory Tracks stock and optimizes supply chain flows across multiple locations in real time. Live, proven, and built to scale, delivering real impact today. Solving Your Operational Challenges, Together. No matter your industry, our intelligent applications adapt to your operations, customized to fit your business needs. Book a Discovery Call

Why Lexica Lexica’s Semantic AI Technology directly addresses four of the key the pressing questions being asked in the market today. 1. With more data being generated every day , why do we still need to clean and curate it before using it, especially when we're the ones producing it? 2. If we need data to accurately represent business knowledge, how can we generate data that is both accurate and precisely aligned with our specific needs? 3. If Generative AI is trained on vast amounts of data to replicate knowledge, why am I still not getting the precise output I need? 4. Software applications are tools for producing data, so why can't they naturally capture pure business knowledge and generate curated data from it? The evolution of the software industry addresses these questions: The current state of the software and solutions industry: Information Data Scientists Cleaning Data Software = Data + Code Business Expert Knowledge Currently, business experts convey their needs to software engineers, who then translate those needs into technical language to create programs that embed this knowledge within the software. These software applications generate data, and business users later attempt to extract insights by combining that data, assuming the software has effectively transferred expert knowledge to it. However, this assumption doesn't hold true, which is why tools are needed to clean and organize the data to fully leverage the knowledge. Unfortunately, the knowledge that explains the data remains locked within the software, expressed in technical language. How Generative AI is trying to fix it. Information Data Scientists & ML Engineers Tagging ML, LLMs Software = Data + Code Business Expert Knowledge Generative artificial intelligence relies on large volumes of data (produced by software applications with the characteristics described). Simply put, it uses this data to generate the next sequence—whether words, images, etc.—by selecting pieces to reproduce based on statistical methods that identify patterns in uncurated data. While this approach might work for some applications where quality and precision are not critical, in a business context, they are essential. Deploying a commercial chatbot to replace a business expert in user interactions demands guaranteed quality; approximation simply isn’t good enough. Imagine if this were possible? Knowledge as Actionable Insights Business User Software = Semantic Data + Business Knowledge as code Business Expert Knowledge Imagine if we could capture the knowledge of business experts without needing to translate it into technical language, and organize it so that a software application could directly produce high-quality data based on that knowledge. This would give us data in the desired state, with no loss of quality or need for further processing. That is exactly what Lexica’s Semantic AI technology does. It captures business knowledge and transforms it into actionable insights through intelligent applications generated directly from natural language. The data produced now carries the knowledge with it from the start, no longer locked away in code. Imagine the value this brings to enterprises: saving time, accelerating innovation, and democratizing software creation. Businesses will no longer be slowed by lengthy development cycles or limited by a shortage of coding expertise. With Lexica’s Semantic AI, they can bring ideas to life quickly, revolutionizing industries and staying ahead of the competition. At Lexica, we’re redefining software development, and we invite you to be part of this paradigm shift. Sign Up for the Newsletter No spam. No endless emails. Just once a quarter, we’ll share meaningful updates on Lexica, thought-provoking articles, and industry insights that matter to your business. Sign Up

Almaviva faced challenges in accelerating its digital transformation and remaining competitive in international trade. Manual processes and fragmented data limited both its operational efficiency and its ability to make strategic decisions. They were looking for a digital platform that would automate their processes, allow them to serve more customers, comply with industry regulations and security audits, and integrate with existing platforms. LOGISTICS: ALMAVIVA CHALLENGE Almaviva faced challenges in accelerating its digital transformation and remaining competitive in international trade. Manual processes and fragmented data limited both its operational efficiency and its ability to make strategic decisions. They were looking for a digital platform that would automate their processes, allow them to serve more customers, comply with industry regulations and security audits, and integrate with existing platforms. SOLUTION Lexica, with its Semantic AI technology, empowers partners like Factica to accelerate business objectives and maximize their clients' ROI. In this case, Factica began implementing a digital platform with a comprehensive roadmap covering all applications, starting in August 2024 with the specific customizations required by Almaviva. The implementation plan includes the following intelligent applications: Pricing, Operations (imports, exports, ground transportation, and multimodal operations), Document Management, Tracking, Settlements, and integrations with SAP systems and shipping lines. RESULT Since go-live in late 2024, AlmaViva reports high satisfaction with 100% of requested functionality delivered. By running their business knowledge directly, without data training, they accelerated their roadmap and, in 2025, expanded the platform with new intelligent apps. Satisfaction: High Scope delivered: 100% of requested functionality at go-live Knowledge utilization: Operationalized domain expertise with no data training 2025 expansion: Added intelligent pricing and inventory applications to strengthen operations Previous Use Case Back to all Use Cases Next Use Case

For IDB, a multilateral financial institution that operates within the intricate landscape of the national electricity system, finding the right solution that could manage the complexities of energy investments, diverse stakeholders, and regulatory frameworks, was no easy task. ENERGY: IDB - Inter-American Development Bank CHALLENGE For IDB, a multilateral financial institution that operates within the intricate landscape of the national electricity system, finding the right solution that could manage the complexities of energy investments, diverse stakeholders, and regulatory frameworks, was no easy task. SOLUTION We developed a comprehensive Lexica Semantic AI platform that provides accurate and structured financial projections for investments within the national electricity system. This empowers banking stakeholders with the insights needed to: make informed decisions allocate resources effectively navigate the challenges of this dynamic industry landscape with confidence. RESULT Successful interface with 17 SAP implementations Created 30 year financial projection models 50+ users engaged in plant operations utilize the software Previous Use Case Back to all Use Cases Next Use Case

TIBA struggled to manage a vast network of shipments within complex logistics processes. Manual procedures led to inefficiencies, errors, and higher operational costs, negatively affecting timely deliveries and customer satisfaction. LOGISTICS: BEMEL / TIBA CHALLENGE TIBA struggled to manage a vast network of shipments within complex logistics processes. Manual procedures led to inefficiencies, errors, and higher operational costs, negatively affecting timely deliveries and customer satisfaction. SOLUTION To overcome these challenges, Lexica developed a Logistics Brain, a semantic AI model with deep expertise in the Global Trade Industry. This AI-driven digital platform was tailored to TIBA’s specific business rules, enabling freight forwarders to anticipate every move across all stakeholders in the logistics ecosystem. The solution integrates real-time pricing dynamics, customs regulations, compliance, and cross-border traceability into a seamless platform. RESULT In market since 2017 250+ Internal users 9000+ automatic emails sent per month Previous Use Case Back to all Use Cases Next Use Case

For XM, the administrator of the Wholesale Energy Market in Colombia, the traditional methods of manually forecasting daily electricity demand for the entire country were proving inadequate in the face of increasing energy demands and complex consumption patterns. ENERGY: XM CHALLENGE For XM, the administrator of the Wholesale Energy Market in Colombia, the traditional methods of manually forecasting daily electricity demand for the entire country were proving inadequate in the face of increasing energy demands and complex consumption patterns. SOLUTION To overcome these limitations, Lexica introduced a comprehensive AI Semantic digital platform, LexicaEnergy. This platform harnesses advanced data analysis techniques to rapidly process intricate energy consumption data, delivering precise and timely electricity demand forecasts. Building a Semantic Energy Business Brain empowers energy planners and grid operators to anticipate demand shifts, ensuring a stable and efficient electricity supply. RESULT Since 2018, we helped reduce forecast error (MAPE) by 50%. Uninterrupted power supply by safeguarding the stability and reliability of the national power grid for the past 5 yrs. Success with LexicaEnergy led to Lexica also powering their Voluntary Disconnectable Demand Management mechanism to deal with congestion and supply interruptions. From the LexicaEnergy Brain, more than 100 applications have been built, of which more than 20 make up the XM digital platform. Next: Expansion of XM’s automated regulatory framework. Previous Use Case Back to all Use Cases Next Use Case