Process Manufacturing
How Baril Coatings Accelerated Its Digital Transformation
Discover how Baril Coatings modernized operations with a cloud ERP, improved data visibility and supported sustainability goals with Prodware
AI Advisory
A service to help you make controlled, fast and innovative progress toward defining and leveraging AI in your business.
How AI Advisory Helps Your Enterprise
As AI adoption accelerates, organizations need clarity on what is relevant and achievable for their business.
AI Advisory helps turn AI potential into focused, actionable steps aligned with real business objectives.
How does AI Advisory work?
Our team guides you every step of the way with a proven methodology and transparent structure.
Step 1 - Business Audit
We gather the necessary information to know your main stakeholders, current status, interests and business needs at a high level.
Step 2 - AI Understanding
We help you build a clear understanding of AI and GenAI by presenting market solutions and sharing best-in-class examples and best practices.
Step 3 - AI Workshop
An interactive session with you to define objectives and develop AI use cases, based on live demonstrations and real-world examples.
Step 4 - AI Roadmap
We build on the workshop content to deliver an AI roadmap, including prioritized use cases and recommended offers to kick-start initial PoCs.
Industries Where AI Advisory Helps You Unlock Potential
- Patient Care Optimization: AI Advisory helps healthcare providers identify opportunities to enhance patient outcomes through predictive analytics and personalized treatment plans.
- Operational Efficiency: Streamline hospital operations, resource allocation, and scheduling using AI-driven insights.
- Medical Imaging & Diagnostics: Improve diagnostic accuracy and speed by integrating AI tools into imaging and lab processes.
- Fraud Detection: Leverage AI assessments to strengthen fraud prevention and risk management systems.
- Customer Insights: Personalize banking services and improve customer experience through AI-driven data analysis.
- Regulatory Compliance: Ensure adherence to financial regulations using AI monitoring and reporting tools.
- Demand Forecasting: Use AI to predict trends, optimize inventory, and reduce stockouts or overstocking.
- Personalized Marketing: Enhance customer engagement through AI-powered recommendations and targeted campaigns.
- Supply Chain Optimization: Improve logistics and fulfilment efficiency with AI-driven insights.
- Predictive Maintenance: Reduce downtime by anticipating equipment failures through AI monitoring.
- Quality Control: Use AI to detect defects and ensure consistent product quality.
- Process Automation: Identify areas for automating repetitive manufacturing tasks to increase efficiency.
- Student Performance Analytics: Track and predict student outcomes to tailor learning strategies.
- Curriculum Optimization: Use AI to identify gaps and improve course design.
- Administrative Efficiency: Automate routine administrative tasks to free up resources for teaching.
Power Platform Connectors
Create seamless workflows with easier task automation and data integration across different platforms
How Does Power Platform Connectors Help you to Succeed
Microsoft Power Platform Connectors are interfaces that enable applications and services to communicate securely within the Power Platform. Acting as wrappers around APIs, they allow data exchange between systems and integrate with Power Automate, Power Apps, and Azure Logic Apps. They eliminate data silos by connecting on-premises and cloud data to build robust, connected enterprise solutions.
AI Capabilities for Power Platform Connectors
Intelligent Automation
AI automates repetitive tasks across systems, detects patterns in data flows, triggers actions, reducing manual effort, boosting efficiency.
Smart Recommendations
Context-aware suggestions from activity and history; analyzes usage trends to recommend actions, and next steps for better workflows.
Predictive Insights
Uses ML to surface insights from integrated data — predicting issues, flagging anomalies, and enabling proactive decisions before operational challenges arise.
Natural Language Assistance
Lets users build and manage workflows with simple chat. AI turns intent into connector actions, making automation easy for non-tech users.
Adaptive Learning
Improves performance by learning from user feedback, refining suggestions and rules over time for more accurate, relevant results.
Industries Where We Deliver Excellence
Streamlined Patient Data Integration: Connect electronic health records, automate appointment workflows, and ensure secure data sharing across systems to improve care delivery and compliance.
Secure Process Automation: Enable seamless integration between banking systems, automate reporting, and enhance compliance with robust, secure data flows.
Unified Customer Experience: Integrate CRM, inventory, and sales platforms to provide real-time insights, personalized experiences, and efficient order management.
Operational Efficiency & Visibility: Connect supply chain, production, and ERP systems to optimize operations, reduce downtime, and improve decision-making.
Citizen-Centric Services: Automate workflows, connect legacy systems, and improve service delivery with transparent, efficient digital processes.
Connected Learning Environments: Integrate student information systems, learning platforms, and administrative tools to streamline operations and enhance learning experiences.
Real-Time Tracking & Automation: Connect fleet management, warehouse systems, and delivery platforms to improve visibility, coordination, and efficiency.
Smart Infrastructure Integration: Enable data flow between IoT devices, monitoring systems, and analytics platforms to enhance reliability and sustainability.
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How Copilot Studio Helps your Enterprise?
Custom Copilots are AI assistants that you can create using Copilot Studio, a conversational AI platform from Microsoft. Custom Copilots are designed to serve specific purposes within your business, tailored to your own enterprise processes and workflows. Copilot Studio empowers organizations who want to go further with AI and have access to the skills needed to build customized Copilots that enhance communication, streamline processes and provide valuable assistance to users across various platforms.
How can Copilot Studio Help with the Power of Generative AI?
Copilot Studio brings generative AI to enterprise workflows, enabling controlled, data-grounded conversations with automation and governance.
Generative Answers
Dynamically generate multi-turn answers based off an organization’s content in real-time.
Generative Actions
Generate dialog and act through dynamically chaining existing building blocks and plugins.
Generative Building
The Copilot assistant helps build, design and modify Copilot topics through natural language.
Industries Where we Deliver Excellence
- Customer Support Automation: Deploy AI agents to handle order tracking, returns, refunds, and FAQs 24/7.
- Personalized Shopping Assistance: Guide customers through product selection with conversational AI tailored to preferences.
- Inventory & Order Management: Connect Copilot Studio to backend systems to provide real-time stock and delivery updates.
- Virtual Banking Assistants: Automate account inquiries, transaction history, and loan information securely.
- Compliance-Ready Conversations: Build copilots aligned with financial regulations and audit requirements.
- Internal Knowledge Assistants: Help employees quickly access policies, procedures, and product details.
- Patient Engagement Bots: Schedule appointments, send reminders, and answer common medical inquiries.
- Secure Data Access: Integrate with EHR systems while maintaining HIPAA/GDPR compliance.
- Staff Support Copilots: Provide instant access to protocols, guidelines, and internal documentation.
- Operations Support Assistants: Provide real-time production updates and process documentation access.
- Field Service Automation: Enable technicians to retrieve manuals and troubleshooting guides instantly.
- Supply Chain Visibility: Connect copilots to ERP systems for shipment tracking and vendor communication.
- Student Support Agents: Automate admissions queries, enrollment processes, and campus information.
- Faculty Knowledge Bots: Provide access to academic policies, research documentation, and IT helpdesk support.
- Learning Assistants: Create interactive AI tutors to support digital learning environments.
- Citizen Service Automation: Offer 24/7 access to public information and service requests.
- Policy & Documentation Assistants: Simplify access to regulations, forms, and compliance information.
- Internal Process Automation: Improve efficiency across departments with AI-powered workflows.
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How Microsoft Power BI Helps you Succeed
Microsoft Power BI helps you make informed decisions quickly. Connect, model, and explore your data with visual reports you can collaborate on, publish, and share. Its self-service and enterprise BI is easy to use, giving deeper insights across your organization. Power BI integrates with tools like Excel and Dynamics 365 and works how you do—available on desktop and mobile, in the office or on the go.
Microsoft Power BI with the Power of Generative AI
Automated Insights & Smart Visuals
Power BI uses AI to analyze data, surface patterns, and generate visuals — instantly revealing trends, outliers, and key drivers.
Natural Language & Conversational Analytics
Q&A and Copilot let users ask natural-language questions to instantly generate visuals, summaries, and reports. AI turns intent into insight.
Advanced AI Models & Predictive Analytics
Power BI uses Azure AI for forecasting, anomaly detection, key influencer & sentiment analysis embedding ML models for predictive insights.
Industries Where we Deliver Excellence
- Banking & Capital Markets:
Microsoft Power BI enables real-time financial reporting, risk modeling, regulatory compliance tracking, and portfolio performance analysis. Institutions gain a unified view of KPIs across branches, products, and markets—empowering faster, data-driven decisions. - Insurance:
Transform claims analysis, underwriting performance, fraud detection, and policy lifecycle management with interactive dashboards. Power BI helps insurers reduce risk exposure while improving operational efficiency and customer insights.
- Hospitals & Healthcare Providers:
Visualize patient outcomes, optimize resource allocation, monitor operational efficiency, and ensure compliance with healthcare regulations. Power BI integrates clinical, financial, and operational data into a single source of truth. - Pharmaceuticals & Biotech:
Track R&D performance, clinical trial data, supply chain visibility, and sales effectiveness with advanced analytics and predictive insights.
- Discrete & Process Manufacturing:
Monitor production KPIs, reduce downtime with predictive maintenance dashboards, and improve quality control through real-time analytics. - Logistics & Distribution:
Enhance supply chain transparency, demand forecasting, and inventory optimization with actionable data insights.
- Brick-and-Mortar Retail:
Gain visibility into sales performance, store-level profitability, inventory turnover, and customer purchasing behavior. - E-Commerce & Digital Commerce:
Track customer journeys, marketing ROI, cart abandonment rates, and real-time sales trends to drive growth and personalization.
- Software & IT Services:
Measure product adoption, subscription revenue, churn analysis, and operational performance with customizable dashboards and embedded analytics. - Telecommunications:
Analyze network performance, customer usage trends, and service reliability while improving customer retention strategies.
- Power & Utilities:
Monitor grid performance, asset reliability, energy consumption trends, and regulatory compliance metrics with real-time reporting. - Oil & Gas:
Optimize exploration analytics, production performance, and cost management through integrated operational dashboards.
- Government & Public Agencies:
Drive transparency, budget tracking, performance monitoring, and citizen service improvements through data visualization. - Higher Education & Institutions:
Track enrollment trends, student performance, funding allocation, and operational metrics with centralized reporting.
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How Microsoft Power Automate Helps You Succeed
In today’s fast-paced, connected world, automation helps organizations do more with less. From simple tasks to complex processes, it frees teams to add value, reduce errors, and save time. McKinsey reports 60% of jobs have at least 30% of tasks that could be automated. Microsoft Power Automate, part of the Power Platform, enables businesses to streamline manual work with no-code flows across legacy systems and modern cloud apps.
Microsoft Power Automate with the Power of Generative AI
Intelligent Workflow Automation
Uses AI Builder to automate document processing, approvals, and data extraction — combining predictive models and decision logic to streamline workflows.
Smart Data Extraction & Processing
Uses AI OCR/ML to read invoices, forms, emails; classifies content, extracts key data, and routes to systems accurately.
Predictive Insights & Recommendations
Delivers AI-driven recommendations and insights within workflows. Identifies patterns, flags anomalies, and suggests actions to improve efficiency and decision-making.
Industries Where we Deliver Excellence
- Hospitals & Clinics: Empower decision-making with real-time patient data analytics, operational efficiency insights, and predictive modeling for improved outcomes.
- Pharmaceuticals: Streamline clinical trials, monitor drug performance, and analyze supply chain data to accelerate time-to-market.
- Retail Banking: Gain 360° views of customer behavior, detect fraud patterns, and optimize branch operations with advanced dashboards.
- Investment & Asset Management: Monitor portfolio performance, analyze risk, and generate actionable insights for better investment strategies.
- Consumer Analytics: Track purchase trends, segment customers, and personalize marketing campaigns using data-driven insights.
- Inventory & Supply Chain: Optimize stock levels, forecast demand, and reduce operational costs with predictive analytics.
- Production & Operations: Improve factory efficiency, monitor equipment performance, and reduce downtime through predictive maintenance dashboards.
- Supply Chain Management: Track suppliers, optimize logistics, and gain end-to-end visibility across production lines.
- K-12 & Higher Education: Analyze student performance, attendance trends, and resource allocation for better learning outcomes.
- Research Institutions: Visualize research data, manage grants, and monitor project progress efficiently.
- Public Safety & Services: Track crime patterns, allocate resources effectively, and optimize public service delivery.
- Policy & Planning: Make data-driven decisions for urban planning, social programs, and budget management.
- Renewable & Traditional Energy: Monitor energy production, forecast demand, and optimize distribution networks.
Water & Waste Management: Track consumption patterns, identify inefficiencies, and improve sustainability initiatives.
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How Power Pages Helps you Succeed
Now anyone can build low-code business websites for desktop and mobile with a single creation. Part of Microsoft Power Platform, Power Pages lets you design professional sites without coding, speeding time to market at lower cost. Use responsive templates or drag-and-drop components to create corporate, e-commerce, community, or self-service sites. Simple to use yet powerful, it combines agility, flexibility, and professionalism.
Microsoft Power Page with the Power of AI
Intelligent Automation
Automates workflows and repetitive tasks, letting users focus on high-value activities with minimal manual effort.
Smart Recommendations
Offers context-aware suggestions to optimize content, layouts, and user engagement.
Insights & Analytics
Delivers actionable insights with AI-driven data analysis, helping users make informed decisions quickly.
Industries Where we Deliver Excellence
- Citizen Services: Streamline access to public services with secure, user-friendly portals that improve citizen engagement and satisfaction.
- Regulatory Compliance: Ensure seamless adherence to local, state, and federal regulations with automated workflows and secure data handling.
- Patient Portals: Enable patients to access records, schedule appointments, and communicate with providers securely.
Clinical - Collaboration: Facilitate efficient coordination between healthcare teams and external partners through integrated, compliant platforms.
- Student & Faculty Portals: Provide students and staff with centralized access to resources, enrollment tools, and academic services.
- Alumni Engagement: Maintain strong connections with alumni through interactive portals for events, donations, and networking.
- Customer Self-Service: Offer clients secure access to account information, applications, and support, reducing manual processing.
- Regulatory Reporting: Automate compliance reporting while maintaining data integrity and security standards.
- Supplier & Partner Portals: Strengthen collaboration with vendors, distributors, and partners through centralized, real-time information sharing.
- Production Tracking: Monitor workflows and production status, improving transparency and operational efficiency.
- Customer Engagement: Enhance online and in-store experiences with personalized portals for loyalty programs, orders, and promotions.
- Inventory & Vendor Management: Streamline inventory visibility and supplier interactions to optimize supply chain efficiency.
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AI Envision
A practical AI training service designed to activate AI adoption across your workforce
Why AI Training is Key for Success
AI adoption is accelerating across every industry, yet many organizations struggle to move from interest to action. Leaders, business teams, and IT functions are asking the same questions: what is AI really capable of, where does Artificial Intelligence technology add value, how do we manage risk, and how do we start without overcommitting.
Prodware AI Envision addresses these challenges in a structured way. AI Envision is an AI training and enablement service designed for all employees. It is the fastest path from AI curiosity to clarity. All AI Envision programs follow one methodology, with Workforce training focused on Copilot Chat and Microsoft 365 Copilot, and platform-based training aligned to Copilot in Dynamics 365 Business Central, Finance, Supply Chain Management, Customer Engagement plus AI in Sage.
How does AI Envision training work?
AI Envision follows a structured AI training journey, to help organizations move from AI awareness to practical adoption. Each step builds progressively on the previous one, combining expert guidance, real demos, and hands‑on exercises.
Step 1 - Build a Shared Understanding of AI at Work
Participants gain practical AI understanding, including generative AI, workplace impact, ethics, legal issues, Copilot, and agentic AI in simple terms.
Step 2 - Learn How to Work Effectively With AI
Practical AI training session that helps participants structure prompts, apply proven patterns, avoid common mistakes, and practice using AI on real work tasks.
Step 3 - Apply AI to Real Business Scenarios
Participants see how Copilot and AI agents enable role-based scenarios in their business tools and processes through practical demos.
Step 4 - Explore Agentic AI and Identify Opportunities
Introduces agentic AI; participants review use cases, understand governance, and complete a questionnaire to assess organizational readiness and opportunities.
Step 5 - Turn Learning into an Adoption Roadmap
Final session consolidates outcomes: experts share questionnaire insights, prioritize use cases, and deliver the AI Envision Report, guiding the next steps.
AI Form Assistant
Automatically complete forms to boost productivity and reduce data input errors
How AI Form Assistant Helps Your Enterprise to Be More Efficient
A lot of daily business tasks involve recurring administration which focus on capturing, transferring and storing information via forms in ERP and CRM, with challenges in efficiency, accuracy and productivity, impacting the bottom line and causing issues in the supply chain and customer experience.
Prodware AI Form Assistant provides users with real-time suggestions for automatically filling in forms within business applications from a source text such as an email, chat or document.
Cost-effective Transformation Across Business Areas with AI Form Assistance
These are just a few business scenarios where data entry is required, takes time and needs optimum accuracy: AI Form Assistant is fully flexible – the possibilities are endless.
Sales
Reduce CRM administration and bottlenecks to allow commercial teams more time with prospects and customers.
Customer Service
Reduce case admin. and speed up communication by automatically creating requests and updates for colleagues from various data points including chat transcripts.
Human Resources
Streamline employee onboarding and offboarding by completing mandatory forms from data held in documents and emails.
Finance
Reduce ERP data entry errors and administrative effort across finance and procurement, such as purchase order creation or supplier onboarding from email requests.
How AI Form Assistant Helps
- Paste emails/chats to auto-suggest Lead and Opportunity fields in Dynamics 365.
- Generate Sales Quotes from unstructured requests: products, quantities, delivery dates.
- Handle multilingual enquiries without translation; review and approve suggested entries.
- Create Case (Incident) records from customer emails with suggested title/category/details.
- Paste chat transcripts to structure case notes and updates consistently.
- Extract details from any format, then approve/modify suggestions before saving.
- Turn service request emails into Work Orders with suggested priority, description, and scheduling details.
- Populate Customer Asset details from installation/handover emails without pre-processing.
- Paste technician emails to auto-suggest structured work order notes for full service history.
- Paste supplier onboarding emails to suggest Vendor master data (tax, address, terms).
- Use invoice emails to suggest Vendor invoice fields (number, totals, dates).
- Extract billing requests into customer invoicing forms, then validate suggested values.
- Create Purchase Orders from supplier quotes: header values, incoterms, delivery dates, lines.
- Convert customer emails into Sales Orders with suggested items, quantities, and ship dates.
- Populate Inventory journal entries from warehouse emails; user reviews suggested fields.
What’s Inside AI Form Assistant?
Why AI Content Generation is Key for Success
Creating client-ready documents is often slow and fragmented. Knowledge is scattered across multiple systems, requiring manual copy-paste that disrupts structure, tone, and branding, while increasing the risk of errors. Generic AI tools also fall short when it comes to producing complex, brand-compliant documents that teams can rely on.
AI Content Generator is an enterprise-grade solution that helps teams co-create high quality Microsoft Word and PowerPoint documents using Generative AI, trusted internal data, and corporate templates. Designed for complex, document-heavy scenarios, it removes the blank-page problem and dramatically accelerates content production while keeping you in control.
How AI Content Generator Works: A Guided 5-step Co-creation Process
Azure-native AI app with guided human-in-the-loop workflow combines AI content generation to co-create accurate, on-brand documents.
Step One - Describe Your Objective
Provide the AI with the context, purpose, and constraints of the document you want to create.
Step Two - Select Trusted Data Sources
Choose internal documents (SharePoint and other sources) the AI should use as references.
Step Three - Validate the Structure
AI Content Generator proposes a table of contents that you can review, edit, and approve.
Step Four - Co-create the Content
Section by section, the AI generates content that you can refine and validate.
Step Five - Generate the Final Document
Export the document directly into your selected Word or PowerPoint template, ready for final human review.
Where We Deliver AI Content Excellence
- Drafts RFP responses in minutes.
- AI uses statements of work, past answers, and compliance rules.
- Cuts preparation time for pre-sales consultants.
- Boosts win rates and lowers costs.
- Generates accurate compliance reports.
- AI processes clinical data, regulations, and historical submissions.
- Reduces report prep from days to hours.
- Improves productivity and eases audits.
- Accelerates investor presentations.
- AI transforms financial projections, property data, and market analytics.
- Polished, client-ready decks delivered.
- Enhances fundraising and stakeholder engagement.
- AI compiles equipment specs, safety protocols, and SOPs.
- Minimizes downtime and ensures compliance across plants.
- Strategy leaders convert KPIs, dashboards, and trends into structured decks.
- Cuts prep time from hours to minutes.
- Enables faster decisions and frees time for strategic analysis.
What’s Inside AI Content Generator?
AI User Insights
Surface insights into how your business applications are used to drive productivity, adoption, and ROI
How AI User Insights Drives Enterprise Success
The benefits from implementing leading business applications such as Microsoft Dynamics 365 is how employees adopt and use the functionalities to improve daily processes, productivity and efficiency.
But how can you gain insights into how employees are using business tools and how these applications align with business processes?
At any stage of an IT project—from scoping and migration to pilots, proofs of concept, and rollouts—user behavior is a key factor in your analysis to understand priorities, ROI, and training needs.
How Does AI User Insights Support IT and Process Optimization?
AI User Insights integrates with Dynamics 365 to track user activity aligned with workflows, providing interactive dashboards and reports.
Detect Unusual User Behavior Patterns
Outliers and Anomalies can signal potential issues or improvement opportunities.
Detect Trends And Usage Patterns
Visualizations and metrics to identify trends, serving as benchmarks for process improvement and automation.
Personalize User Experience
Admins can give tailored recommendations to each user based on usage trends, enhancing productivity and user satisfaction.
Enhance Application Development
Reveal pain points, feature preferences, and usage patterns. Businesses can prioritize enhancements and drive effective innovation.
AI User Insights is Helpful for...
- Improve case-handling process compliance. Define the expected service workflow as a Path and use path insights to identify where agents deviate or slow down—so you can target coaching and streamline steps.
- Detect unusual handling patterns that signal quality or training issues. Use outliers and anomalies detection plus usage trends/outliers reports to spot atypical behavior enabling earlier intervention and more consistent service execution.
- Reduce resolution time by pinpointing workflow inefficiencies. Use the time-based reports to identify which actions consume the most time and benchmark improvements after process changes or automation.
- Target training during HR system rollouts. Use adoption speed and recurrence analysis to identify teams struggling with new HR workflows and focus enablement where adoption is lagging.
- Identify where employees get “stuck” in HR self-service workflows. Define HR workflows as Paths and analyze each step to locate the exact steps causing friction, so HR can simplify guidance or adjust the process.
- Personalize HR app guidance without profiling. Use the capability for admins to provide tailored recommendations based on usage trends to help different employee groups complete HR tasks more smoothly.
- Create process benchmarks and spot improvement opportunities. Use visualizations and metrics to detect trends and usage patterns as baselines, then track changes over time using time evolution reports to quantify improvements after changes to workflows or automation.
- Segment users by behavior to explain performance variation. Use user clustering to identify groups following different paths or struggling with specific tasks—supporting root-cause analysis and targeted change management.
- Deep-dive into individual user journeys for evidence-based recommendations. Use user timeline/activity history and time-slot activity patterns to understand how work is actually performed and recommend process or UI changes grounded in observed behavior.
- Standardize campaign execution workflows. Define the workflow as a Path and use path insights to spot where marketers diverge from the intended process—improving consistency and reducing rework.
- Increase adoption after new marketing features or rollouts. Use Adoption & Recurrence to see whether teams are actually using new capabilities after a pilot or rollout—so enablement can focus on groups with slow adoption.
- Find bottlenecks in day-to-day marketing operations. Use time evolution reports and duration/time spent by action/path to benchmark how long key tasks take and identify steps that are slowing productivity for targeted process simplification or automation.
- Improve CRM process compliance. Model the desired sales motion as a path and analyze the funnel and step timing to identify where reps drop steps (e.g., missing qualification actions) or spend too much time, enabling targeted coaching and streamlined workflows.
- Identify unusual rep behavior that may indicate risk or inefficiency. Use outliers/anomalies and usage trend/outlier insights to flag atypical patterns enabling earlier support and improved sales hygiene.
- Segment rep behaviors to tailor enablement. Use user clustering to group reps by behavioral patterns across actions/processes, then use user timeline/activity history to validate where each cluster struggles—so training and sales playbooks can be personalized based on observed usage trends.
- Optimize month-end close / period-end workflows. Define the finance close sequence as a Path and review path insights to locate bottlenecks and long-duration steps—supporting process improvements and more predictable close cycles.
- Detect compliance or control exceptions in finance processes. Use outliers and anomalies plus time-based reports to spot unusual user behavior patterns around critical ERP actions, surfacing potential issues and improvement opportunities.
- Drive adoption and reduce training gaps post-implementation. Use adoption speed and recurrence reporting to track which finance teams are engaging with new workflows after pilots/rollouts and use user activity timelines to pinpoint individuals or groups who need targeted support.
- Improve adherence to warehouse execution processes (receive → put-away → pick → pack/ship). Configure warehouse workflows as Paths and analyze path funnel + step timing to identify where operators deviate or stall, supporting process refinement and targeted training to improve throughput.
- Spot productivity issues and abnormal usage patterns. Use duration/time spent reports and outliers/anomalies to surface unusual behavior or long task durations that may indicate confusion, poor UI fit, or process issues—enabling faster corrective action.
- Benchmark improvements after automation or device/process changes. Use trend metrics and time evolution reporting as benchmarks, then compare pre/post changes to validate whether new warehouse processes reduce time-on-task and increase consistent usage patterns.
What's Inside AI User Insights?
