Resilinc - Detailed Review
Business Tools
Resilinc - Product Overview
Resilinc Overview
Resilinc is a leading provider of supply chain resiliency solutions, particularly notable for its AI-driven platform in the business tools category.Primary Function
Resilinc’s primary function is to help organizations build resilient and agile supply chains by mitigating risks and disruptions. The platform focuses on turning potential disruptions into opportunities, driving competitive advantage, and improving overall supply chain performance. It achieves this by providing predictive analytics, risk intelligence, and mitigation strategies throughout the supply chain lifecycle.Target Audience
Resilinc’s target audience includes large enterprises across various industries such as manufacturing, technology, healthcare, retail, and automotive. These companies typically have complex and global supply chains that are vulnerable to disruptions. The key decision-makers within these organizations are often supply chain managers, procurement professionals, risk managers, and executives responsible for business continuity.Key Features
AI-Powered Predictive Analytics
Resilinc’s platform uses AI to predict delivery delays, price movements, and supply constraints for raw materials and commodities months in advance. This allows companies to proactively manage risks and make informed decisions.Supply Chain Mapping
The platform maps millions of suppliers and sites down to the part site level, exposing vulnerable geographic hotspots and single points of failure in multi-tiered supply chains.Risk Mitigation and Management
Resilinc offers a comprehensive suite of solutions to identify potential risks and implement proactive strategies for risk mitigation. This includes monitoring, mapping, and planning to prevent supply chain disruptions.Transparency and Trust
The platform fosters greater transparency and trust between companies and their suppliers by facilitating collaborative partnerships and real-time communication.Cost and Efficiency Optimization
Resilinc helps companies reduce unnecessary costs and inefficiencies by optimizing their relationships with suppliers and improving the speed of supply chain execution.Global Accessibility
The solution is accessible via cloud and mobile platforms, allowing users to securely log in and manage their supply chain resiliency from anywhere. By leveraging these features, Resilinc enables its customers to outperform their competitors on both cost and delivery performance, making them hard to beat in their respective markets. Resilinc - User Interface and Experience
User Interface and Experience
The user interface and experience of Resilinc’s AI-driven supply chain risk management (SCRM) platform are crafted to be intuitive, efficient, and highly supportive.
Ease of Use
Resilinc has implemented several features to ensure ease of use. One of the key enhancements is the introduction of REVA, their new SCRM AI assistant. REVA streamlines the support experience by providing instant answers to user queries, eliminating the need to sift through extensive technical documentation. Users can either select from frequently asked questions or type their own queries into a search bar to get quick and precise answers.
User Experience
The platform is structured to make critical information easily accessible. For instance, the interface includes features like part-site mapping and real-time risk event monitoring, which help users track and analyze a wide range of supply chain data points, including supplier performance, geopolitical risks, and environmental factors. This centralized system ensures that users can quickly identify and mitigate potential risks.
Information Hierarchy and Accessibility
The user interface is organized to prioritize relevance and accessibility. For example, the platform includes categories such as ‘War Room’ for events that have disrupted the supply chain, ‘Relevant’ for forecasted events that might impact the supply chain, and ‘News’ for general industry bulletins. This hierarchy helps users stay informed and updated with events that are pertinent to their supply chain operations.
Support and Feedback
Resilinc also fosters a collaborative environment through its Supplier Board, which comprises 30 globally diverse suppliers. This board provides feedback on user experience, assessment processes, data integration, and interface usability, ensuring that the platform evolves to meet the needs of its users effectively.
Predictive Insights
The platform leverages predictive AI to forecast potential disruptions and bottlenecks, providing users with valuable insights into future risks. This proactive approach helps users mature their SCRM programs and make informed decisions quickly.
Conclusion
Overall, Resilinc’s user interface is designed to be user-friendly, efficient, and highly informative, making it easier for users to manage and mitigate supply chain risks effectively.
Resilinc - Key Features and Functionality
Resilinc’s AI-Driven Business Tools
Resilinc’s AI-driven business tools are crafted to provide comprehensive supply chain risk management and resiliency. Here are the main features and how they work:
Supply Chain Disruption Monitoring – EVENTWATCH
Resilinc’s EVENTWATCH is a 24×7 supply chain disruption event monitoring service. It uses real-time data from major social media and online sources to monitor publicly known events. This service includes detailed event visualizations, dashboards, an Event War Room, What If capabilities, and mitigation workflows. These tools help customers visualize disruption zones and understand potential impacts on their supply chains.
AI-Powered Predictive Analytics
Resilinc employs several AI models to predict supply chain risks. For example, regression models predict continuous numerical values such as purchase order delays and price movements. These models analyze relationships between variables to forecast how one variable will affect another, enabling customers to anticipate and prepare for potential disruptions.
Autonomous AI Mapping
The Autonomous AI Mapping solution provides deep visibility into internal supply chain dependencies. It uses advanced AI web scanning to analyze billions of records at both part-level and site-level, delivering actionable insights within days. This feature leverages over a decade of supplier intelligence from public domain sources and applies multiple analytic techniques to clean and normalize data. Suppliers can securely log in to update and verify the data, ensuring accuracy and relevance.
Supplier Impact Confirmation Service
When an event impact notice is sent to the customer, Resilinc’s system automatically sends a notice to the supplier asking for confirmation of impact. Suppliers can respond systemically, indicating whether they are impacted. This feature helps in quick verification and response to supply chain disruptions.
Multi-Tier Supply Chain Visibility
Resilinc’s Multi-Tier solution offers detailed supply chain visibility, including supplier manufacturing footprints, subcontractor-owned locations, alternate site locations, recovery times, part origins, and emergency contact information. Customers can choose to administer this themselves or opt for Resilinc’s managed service for supplier onboarding. This ensures comprehensive visibility into multi-tiered supply chains.
SCRM AI Assistant – REVA
Resilinc’s new SCRM AI assistant, REVA, streamlines support by providing instant answers to user queries. REVA scans Resilinc’s database of technical articles to deliver precise answers, helping users quickly locate the information they need. Users can ask questions via a search bar or select from frequently asked questions. This AI-driven assistant is integrated into the platform, saving time and boosting productivity.
RiskShield and EventWatch Plus
Resilinc RiskShield includes all capabilities of the EVENTWATCH solution plus additional supply chain risk analytics. This module provides advanced risk-scoring models and other services as scoped in the Statement of Work (SOW). EventWatch Plus offers enhanced features beyond the standard EVENTWATCH, including more detailed risk management capabilities.
These features collectively enable businesses to proactively manage supply chain risks, predict disruptions, and maintain supply chain resiliency through advanced AI and data analytics. By integrating AI into these tools, Resilinc helps customers make informed decisions quickly and efficiently, ensuring continuous supply chain operations.
Resilinc - Performance and Accuracy
Resilinc Overview
Resilinc, a leading provider of supply chain resiliency solutions, demonstrates strong performance and accuracy in its AI-driven products, particularly in the areas of supply chain risk management and disruption prediction.
Performance
Resilinc’s platform is built on a foundation of comprehensive data analytics and AI-powered tools. Here are some key performance highlights:
Supply Chain Visibility
Resilinc offers deep supply chain visibility, mapping entire supply chains down to the site and part level, including sub-tier suppliers. This is facilitated by autonomous AI mapping, which integrates pre-existing sub-tier sourcing data, providing immediate visibility and enabling quicker identification of potential failure points.
Real-Time Risk Monitoring
The platform monitors millions of news and social feeds globally, across 100 languages, to identify potentially disruptive events. It also tracks commodity pricing and supply constraints for over 30 commodities, ensuring real-time risk event monitoring.
Collaboration and Data Sharing
Resilinc’s collaboration platform allows customers and suppliers to share detailed documentation and notes quickly, facilitating effective disruption mitigation strategies. This includes features like WarRooms where critical information can be uploaded and exchanged.
AI-Powered Predictive Insights
The Disruption Vulnerability Index (DVI) uses historical data and predictive AI to forecast events with a high likelihood of recurrence, enhancing predictive accuracy and providing a complete picture of risk.
Accuracy
The accuracy of Resilinc’s tools is supported by several factors:
Historical Data Analysis
The DVI algorithm examines historical data to identify patterns and detect seasonality or outliers, making more accurate predictions about current supply chain disruptions.
Comprehensive Risk Assessments
Resilinc conducts 360º supplier assessments across 40 different risk areas, including business continuity planning (BCP), cybersecurity, climate, ESG, and financial risks. This comprehensive approach ensures a detailed and accurate risk profile.
R Score®
The patented R Score system measures supply chain resiliency based on key metrics such as performance, network resilience, continuity of supply, and risk program maturity. This scoring system provides a clear and accurate assessment of a company’s supply chain resilience.
Limitations and Areas for Improvement
While Resilinc’s platform is highly advanced, there are a few areas where improvements could be considered:
User Experience
Although Resilinc has enhanced its user experience with features like the SCRM AI assistant, REVA, which streamlines support by providing instant answers to user queries, there might still be room for further simplification and intuitive design to cater to a broader range of users.
Data Integration
While the platform integrates a vast amount of data, ensuring seamless integration with existing systems and data sources of all users could be an ongoing challenge. Continuous updates and improvements in this area would be beneficial.
Global Coverage
Although Resilinc monitors news and social feeds across 100 languages and 200 countries, there might be specific regional or local factors that require more tailored monitoring. Expanding the scope of regional-specific risk monitoring could enhance accuracy further.
Conclusion
In summary, Resilinc’s performance and accuracy are strong, backed by advanced AI-driven tools and comprehensive data analytics. However, ongoing improvements in user experience, data integration, and regional-specific risk monitoring could further enhance the platform’s effectiveness.
Resilinc - Pricing and Plans
Pricing Structure Overview
When considering the pricing structure of Resilinc, here are the key points to note:Custom Pricing
Resilinc does not offer predefined pricing plans with fixed costs. Instead, they provide custom pricing based on the specific needs of each company. This means that the cost will be determined after discussing your requirements with their team.No Free Plan
Resilinc does not offer a free plan or version of their software. However, they do provide a free trial, allowing you to test their services before committing to a purchase.Features and Services
Resilinc’s solutions include a range of features such as EventWatch, Multi-Tier Mapping, and custom Predictive Analytics. These services are part of their Supply Chain Risk Management (SCRM) and supplier insights offerings, but the exact features included in each custom plan will depend on your specific needs.Additional Benefits
For qualified companies, Resilinc offers a SCRM ROI business assessment report, which can help in evaluating the return on investment for their services.Summary
In summary, while Resilinc does not have standard pricing tiers or a free plan, they offer a free trial and custom pricing based on your company’s specific requirements. For more detailed pricing information, you would need to contact their team directly. Resilinc - Integration and Compatibility
Integration and Compatibility Overview
Resilinc, a leading provider of AI-driven supply chain resiliency solutions, offers seamless integration with various tools and platforms to enhance supply chain management. Here are some key points on its integration and compatibility:API Integration
Resilinc provides a comprehensive API suite that allows developers to access raw datasets, which can be integrated with their IT systems, including Enterprise Resource Planning (ERP) systems and supplier information management systems. This integration enables real-time visibility into global supply chain disruptions, helping teams plan for and mitigate risks.Platform Compatibility
Resilinc’s platform is cloud-based and SaaS-oriented, making it compatible with a wide range of systems. It can be connected to an organization’s ERP system as well as their partners’ software, converging information into a single platform for effective decision-making.Snowflake Integration
Resilinc has a partnership with Snowflake Cloud Data Platform, which combines the flexibility of big data platforms with the elasticity of the cloud. This integration allows for limitless data-driven insights, liberating workloads from scale limitations and providing the necessary perspective for advanced supply chain analytics.Sub-Tier Supply Chain Visibility
The platform enhances sub-tier supply chain visibility through autonomous AI mapping, allowing customers to integrate pre-existing sub-tier sourcing data quickly. This feature facilitates immediate supply chain visibility and faster identification of potential failure points, which can be accessed on both desktop and mobile devices.Collaboration Platform
Resilinc’s collaboration platform integrates comprehensive data analytics, real-time risk event monitoring, part-site mapping, and AI-powered predictive insights. This platform enables businesses to track and analyze various supply chain data points and potential risks in one centralized system. It also facilitates immediate supplier-customer collaboration through virtual WarRooms, where critical information can be shared quickly to assess and resolve disruptions.Cross-Industry Compatibility
Resilinc’s solutions are trusted by leaders across multiple industries, including complex manufacturing, life sciences, high-tech, and government. This broad compatibility ensures that the platform can adapt to the specific needs of various sectors, providing a unified approach to supply chain risk management.Conclusion
In summary, Resilinc’s integration capabilities are designed to be versatile and compatible with a range of systems and platforms, ensuring that businesses can leverage its AI-driven insights and predictive analytics to manage their supply chains effectively. Resilinc - Customer Support and Resources
Resilinc Customer Support Overview
Resilinc offers a comprehensive suite of customer support options and additional resources, particularly within their AI-driven business tools, to ensure users can effectively manage and mitigate supply chain risks.SCRM AI Assistant – REVA
One of the key support tools is REVA, Resilinc’s new SCRM AI assistant. REVA is designed to streamline the support experience by providing instant answers to user queries. Here are some of its notable features:Features of REVA
- Real-Time Responses: REVA offers real-time feedback on user queries, allowing for quick and efficient resolution of issues.
- Seamless Integration: The AI assistant operates across multiple tabs, applications, and dashboards, maintaining conversation continuity even as users perform other actions.
- Feedback Mechanism: Users can provide feedback on responses using like or dislike buttons, which helps improve the accuracy and relevance of the assistant over time.
- Commonly Asked Questions: REVA displays frequently asked questions relevant to the user’s current context, minimizing search time.
- Pivot to Human Support: Users can seamlessly transition from the AI assistant to human support when more complex issues arise, ensuring comprehensive support.
Predictive AI and Supply Chain Insights
Resilinc also leverages predictive AI to provide valuable insights into potential supply chain disruptions. This predictive AI:Capabilities of Predictive AI
- Forecasts Disruptions: Predictive models forecast potential disruptions, bottlenecks, and adverse events by analyzing historical data and market indicators.
- Provides Proactive Insights: By using graph neural networks (GNNs), Resilinc’s AI helps customers mature their SCRM programs and manage risks more proactively.
Autonomous AI Mapping
For supply chain visibility, Resilinc offers an AI Mapping tool that provides a detailed map of the supplier base, going several tiers deep. This tool:Benefits of AI Mapping
- Enhances Visibility: It accesses publicly disclosed domain sources and filters results to eliminate extraneous information, providing a clear picture of the supply network.
- Offers Advanced Analytics: The tool includes data cleansing, normalization, and multi-tier analysis to ensure comprehensive mapping strategies and compliance assurance.
Additional Resources
- Technical Documentation: Users have access to a database of technical articles that REVA can scan to provide instant answers to queries.
- Human Support: For complex or nuanced questions, users can escalate their issues to a knowledgeable team member, ensuring that all support needs are met.
- 24/7 Availability: REVA and other support tools are available around the clock, ensuring customers can get help whenever they need it, even outside regular business hours.
Pricing and Custom Solutions
Resilinc offers various pricing plans and custom solutions to fit different company sizes and budgets. Interested users can request a custom quote and even receive a SCRM ROI business assessment report for qualified companies. By combining these resources, Resilinc ensures that its customers have the support and tools necessary to manage their supply chains efficiently and mitigate risks effectively. Resilinc - Pros and Cons
Advantages of Resilinc
Resilinc offers several significant advantages in the business tools AI-driven product category:Supply Chain Visibility and Mapping
Resilinc provides comprehensive supply chain visibility, including mapping of suppliers down to the part and site level. This allows companies to identify potential single points of failure and vulnerable geographic hotspots, enabling proactive risk management.Real-Time Risk Monitoring and Alerts
The platform offers real-time risk event monitoring, allowing companies to quickly respond to disruptions such as natural disasters, geopolitical events, and other potential risks. This ensures timely mitigation and minimizes the impact on the supply chain.Advanced Analytics and AI-Powered Insights
Resilinc’s AI-powered predictive analytics can predict delivery delays, price movements, and supply constraints months in advance. This advanced intelligence helps companies make strategic decisions, such as supply chain network design and new product development, and supports various business initiatives like compliance, brand loyalty, and competitive advantage.Streamlined Supplier Collaboration
The platform facilitates seamless collaboration between customers and suppliers through integrated inter-enterprise solutions. This includes centralized processes for creating and sharing change notifications, tracking customer responses, and exchanging critical documentation during disruptions.Improved Efficiency and Cost Savings
Resilinc’s solutions help companies reduce their reliance on expensive inventory by optimizing supply chain execution and improving relationships with suppliers. This leads to freeing up cash on balance sheets and driving unnecessary costs and inefficiencies out of the supply chain.Enhanced User Experience and Support
Resilinc has introduced an AI-driven assistant, REVA, which streamlines the support experience by providing instant answers to user queries, saving time and boosting productivity. This assistant ensures users are never far from the information they need.Disadvantages of Resilinc
While Resilinc offers numerous benefits, there are some potential drawbacks to consider:Implementation and Onboarding
The onboarding process for Resilinc may require significant effort, especially for smaller companies that lack the deep relationships or power to get the necessary information from their suppliers. This can be a challenge, although Resilinc’s standardized approach aims to simplify this process.Dependency on Data Accuracy
The effectiveness of Resilinc’s platform is heavily dependent on the accuracy and completeness of the data provided by suppliers. Ensuring that all suppliers adhere to the required data standards can be a challenge, especially in complex, multi-tiered supply chains.Potential for Information Overload
With the vast amount of data and analytics provided, there is a risk of information overload. Users may need to invest time in learning how to effectively use the platform and its features to maximize its benefits.Cost Considerations
While Resilinc can lead to cost savings in the long run, the initial investment in the platform and its implementation may be significant. This could be a barrier for smaller or budget-constrained organizations. In summary, Resilinc offers powerful tools for supply chain resiliency, but it requires careful consideration of the potential challenges, particularly in terms of data accuracy, implementation, and cost. Resilinc - Comparison with Competitors
When Comparing Resilinc to Competitors
In the AI-driven supply chain risk management (SCRM) category, several key features and unique selling points of Resilinc come to the forefront.
Resilinc’s Unique Features
Multi-Tier Mapping
Multi-Tier Mapping: Resilinc stands out with its Multi-Tier Mapping solution, which combines real-time, supplier-validated data with advanced AI algorithms to provide unmatched supply chain visibility down to the part-site level. This approach ensures no supplier is left unseen and helps in identifying alternate sites and mitigating disruptions.
SCRM AI Assistant
SCRM AI Assistant: Resilinc’s new SCRM AI assistant, REVA, streamlines support by scanning the database of technical articles to provide instant answers to user queries. This helps users quickly locate the information they need, enhancing productivity and reducing the time to mitigate supply chain disruptions.
Hybrid Approach
Hybrid Approach: Resilinc’s use of both autonomous AI mapping and supplier-validated data sets it apart from competitors that rely solely on AI. This hybrid approach eliminates blind spots and provides a more comprehensive view of the supply chain.
Competitors and Alternatives
Everstream Analytics
Everstream Analytics: Everstream Analytics offers predictive analytics solutions to help with supply chain delays and disruptions. Their platform tracks risk in combination with business performance indicators, builds risk profiles, and identifies critical hotspots using heat maps. While it is strong in predictive analytics, it does not offer the same level of multi-tier mapping as Resilinc.
Ceres Technology
Ceres Technology: Ceres Technology specializes in AI-driven supply chain management solutions but does not have the same level of multi-tier mapping or the hybrid approach of combining AI with supplier-validated data. Ceres focuses more on providing platforms that use artificial intelligence for general supply chain management.
Helios
Helios: Helios is focused on AI-powered market intelligence, particularly for the agricultural sector. It offers predictive analytics for commodity prices and supply availability but is more sector-specific and does not provide the broad supply chain visibility that Resilinc offers.
RiskMethods
RiskMethods: RiskMethods provides a cloud-based application that allows enterprises to visualize their supply chain and recognize potential disruptions. However, it lacks the advanced AI and multi-tier mapping capabilities that Resilinc offers.
Key Differences
Scope of Supply Chain Visibility
Scope of Supply Chain Visibility: Resilinc’s multi-tier mapping provides visibility down to the raw material level, which is more comprehensive than what many of its competitors offer.
Integration of AI and Validated Data
Integration of AI and Validated Data: Resilinc’s hybrid approach of using both AI and supplier-validated data makes it more accurate and reliable compared to solutions that rely solely on AI.
Support Tools
Support Tools: Resilinc’s SCRM AI assistant, REVA, is a unique support tool that enhances user experience by providing quick and precise answers to queries, which is not a standard feature among its competitors.
In summary, while competitors like Everstream Analytics, Ceres Technology, Helios, and RiskMethods offer valuable solutions in supply chain risk management, Resilinc’s unique features such as multi-tier mapping, the hybrid use of AI and supplier-validated data, and the SCRM AI assistant set it apart in the industry. These features make Resilinc a strong choice for businesses seeking comprehensive and accurate supply chain visibility and risk mitigation.
Resilinc - Frequently Asked Questions
Frequently Asked Questions about Resilinc’s AI-Driven Products
What is Resilinc’s new SCRM AI assistant, and how does it help users?
Resilinc’s new SCRM AI assistant, named REVA, is designed to streamline support for users of their supply chain risk management (SCRM) platform. REVA uses advanced algorithms to scan the database of technical articles, providing instant answers to user queries. This helps users quickly locate the information they need without having to sift through extensive resources. Users can either choose from frequently asked questions or type their own questions in the search bar to get started.How does Resilinc’s AI enhance supply chain visibility and risk management?
Resilinc’s AI-powered solutions significantly enhance supply chain visibility and risk management. For instance, their autonomous AI mapping feature allows for faster visibility into sub-tier supply chains, enabling immediate risk event monitoring and quicker identification of potential failure points. The platform integrates comprehensive data analytics, real-time risk event monitoring, and part-site mapping to create a well-connected, data-driven supply chain network.What role does predictive AI play in Resilinc’s supply chain risk management?
Predictive AI is crucial in Resilinc’s supply chain risk management. It forecasts potential disruptions, bottlenecks, and adverse events by analyzing historical data and market indicators. Predictive AI models, such as those used in EventWatchAI, identify risks in real time and predict delays in purchase orders, helping customers take a proactive approach to managing disruptions. These models can also track commodities and predict material prices, enabling businesses to identify future supply shortages and find alternative sources.How does Resilinc use generative AI in supply chain management?
Resilinc is incorporating generative AI into their supply chain disruption alert systems, such as EventWatch. Generative AI is used to improve data operations and provide better service to customers. For example, it will enable the creation of more self-service tools, allowing customers to generate their own reports and analyze data in a more helpful way. This approach is part of Resilinc’s ongoing innovation to address existing problems with the most suitable technologies.What kind of data does Resilinc’s AI analyze to provide insights?
Resilinc’s AI analyzes a wide range of data points, including historical data, market indicators, sub-tier relationships, supplier performance, geopolitical risks, environmental factors, cybersecurity, ESG, and compliance issues. The system handles over 8 million data feeds every day, providing valuable insights into potential risks and disruptions deep within multi-tiered supply chains.How does Resilinc’s collaboration platform facilitate communication during supply chain disruptions?
Resilinc’s collaboration platform allows for immediate sharing and exchange of critical information between customers and suppliers. This includes purchase order information, safety stock levels, specific part/product specifications, and other detailed documentation necessary for disruption mitigation strategies. The platform provides a historical record of collaboration, offering an insightful framework for managing future disruptions.Can Resilinc’s AI-powered solutions be customized to fit specific business needs?
Yes, Resilinc’s AI-powered supply chain risk management solutions can be customized to fit specific business models. The platform is an end-to-end solution that includes people, processes, and technology, but it also allows customers to customize it according to their needs. This flexibility ensures that the solutions are tailored to address the unique challenges and requirements of each business.What is EventWatchAI, and how does it contribute to supply chain risk management?
EventWatchAI is Resilinc’s global AI-powered risk monitoring solution. It identifies and predicts disruptions that could negatively impact a company’s supply chain by scanning tens of thousands of text sources in real time. This system provides real-time alerts, helping organizations proactively prepare for disruptions and track purchase orders and commodities to anticipate potential delays and material price changes.How does Resilinc’s AI improve the speed and efficiency of supply chain risk mitigation?
Resilinc’s AI significantly improves the speed and efficiency of supply chain risk mitigation by providing instant access to critical information and predictive insights. The AI assistant, REVA, ensures users are never more than a few clicks away from the information they need. Additionally, predictive AI models offer lead time for customers to mitigate risks, and the autonomous mapping feature facilitates faster visibility into sub-tier supply chains, enabling quicker responses to disruptions.What is the future of AI in Resilinc’s supply chain risk management?
Resilinc is continuously investing in AI innovation, including the integration of generative AI to improve data operations and provide better services. Future products will include more self-service tools, allowing customers to create their own reports and analyze data more effectively. Resilinc is also exploring ways to enhance their predictive AI capabilities to provide even more actionable insights for their customers.