UiPath manufacturing technology benefits and AI overview
DianaGray10
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24 slides
May 14, 2024
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About This Presentation
Welcome to this session on UiPath Manufacturing and AI. In this session, we will discuss the importance UiPath plays with technology in the manufacturing and we will do an overview of AI and Document Understanding. Please join us to hear from UiPath and Community experts on why you might consider le...
Welcome to this session on UiPath Manufacturing and AI. In this session, we will discuss the importance UiPath plays with technology in the manufacturing and we will do an overview of AI and Document Understanding. Please join us to hear from UiPath and Community experts on why you might consider leveraging UiPath in manufacturing.
Topics covered
Community team overview
The importance of UiPath technology for manufacturing
UiPath AI and Document Understanding overview
What is Document Understanding?
DU Process Studio Template
Components of DU Framework
Q&A
Speakers:
Sebastian Seutter, Senior Industry Practice Director, UiPath, Inc.
Priya Darshini, UiPath MVP RPA Solutions Architect
Dzmitry Belanovski, Account Executive, UiPath, Inc.
Accelerate Innovation and Revenue Growth while Streamlining Costs in Manufacturing Trusted by: Main automation themes driving business value for manufacturing clients… Increase efficiency and productivity across sourcing, supply chains, and production Enhance your customer experiences in after sales and services Drive topline revenue growth through marketing and sales automation Obtain a single view into your data, improving compliance & sustainability 1 2 3 4
65% will save 10% of OPEX thru advanced production technologies by 2030. Productivity Consumer Experience Revenue Growth Compliance The Manufacturing Automation Business Value … Accelerate innovation and drive revenue while streamlining costs 89% manufacturing enterprises are adopting digital automation technologies to redefine their customer experience strategies. 75% of marketing staff shall move to more strategic activities due to AI and automation. 60% of global manufacturers to adopt product carbon footprint as a key metric to operationalize sustainability beyond reporting by 2026. Source: IDC FutureScape : Worldwide Manufacturing 2020 Predictions Source: Everest Group 2021 Source: IDC FutureScape : Worldwide Manufacturing 2023 Predictions Source: Gartner 2023 Sourcing & Purchasing Supply Chain & Logistics Production & Maintenance After Sales & Services Marketing & Sales Compliance & Sustainability
Sourcing & Purchasing 25% Less cost Supply Chain & Logistics 10% Inventory reduction Production & Maintenance 35% OEE increase Increase Sourcing, Supply Chains, and Production Productivity Across Your Business Track inventory turnover & order fulfillment to accurately forecast demand Vendor management and contract compliance leads to lower costs Data integration and analysis across siloed systems, such as ERP, CRM, and WMS. Integrate manufacturing systems, ensuring accurate and real-time data collection Streamline field and machine data consolidation and productivity reporting Automate quality & non-conformance control and streamline quality checks Learn more Data entry and processing of data across multiple systems Collect supplier key data and perform routine supplier management tasks Purchase order, Invoice and AP processing Learn more Learn more HOW WE DO IT AUTOMATION AREA Theme: Productivity 1
After Sales & Service 40% increase in speed for customer resolutions Marketing & Sales 20% Faster sales process Compliance & Sustainability 100% Reporting & control adherence Drive Customer Experience and Revenue Growth While Enabling Compliance & Sustainability Deliver personalized marketing messages and offers based on ingested data sets Lead generation, tracking and decision making for sales handoff Customer segmentation and behavior analysis data for marketing campaigns Reduce manual effort and ensure accurate and timely data collection Instantly flag compliance issues and initiate corrective actions Real-time data updates and up-to-date reporting on carbon footprint-related KPIs. Learn more Automate service data and client request management Intelligent scheduling/routing of technicians improve routing and scheduling Real-time service reporting and analytics as well as intelligently automate monitoring and analytics Learn more Learn more HOW WE DO IT AUTOMATION AREA Theme: Customer Experience 2 Theme: Revenue Growth 3 Theme: Compliance & Sustainability 4
"RPA helped drive out the delay and inefficiency in Schneider’s supply chain processes - freeing staff to focus on higher value work." "Through the integration of automation, the time required has been reduced by 40% to 20 hours . The automated information input is also accurate, eliminating the risk of human error. The overall productivity also went up by 60%." "In our own environment, it's mostly about things like get different reports from SAP, download them, put them together in Excel, prepare them, and transfer them to a business intelligence (BI) solutions" Selected Customer Highlights Increase Sourcing, Supply Chains and Production Efficiency and Add Productivity Drive Customer Experiences in After Sales and Services Enabling Compliance & Sustainability across your Business & Operations Model “The RPA technology enabled us to focus on our end-to-end processes in a holistic way by strategic processes prioritization to support growth and business critical operations.“ Drive Revenue Growth in Marketing and Sales
Big Map of Manufacturing Use Cases Hero Cases under Manufacturing Solution Areas Productivity Customer Experience Revenue Growth Compliance Sourcing & Purchasing Supply Chain Management Production & Maintenance After Sales & Services Marketing & Sales Sustainability Invoice processing and exception management Raw material pricing updates and monitoring Vendor onboarding, updates and performance monitoring Automated legal & compliance checks Bill of lading creation / updates Good receipts matching, updates and amendments Transit shipment – contract validation and monitoring Critical parts inventory monitoring and reporting Operational Visibility through Real-Time Reporting Preventive / predictive maintenance and updates to plans Production / quality control & decision support Incident management and reporting Dealer and supplier – automated data collection and validation Service desk integrations Claims / warranty automation – validation, approvals and assessments Service order processing and tracking Sales order - data entry, validation, payment approval Quotes generation, approval and delivery Process payments and update tax information Customer registrations, data enrichment Data collection for energy consumption, emissions and waste Integration with 3rd party data sources / databases / portals Automated compliance monitoring and alerting Benchmarking and competitive analysis
Gartner RPA MQ Forrester RPA Wave IDC MarketScape Everest Peak Matrix Leading the automation market year after year Top Position in the 2022 Gartner RPA Magic Quadrant Top Position in the 2023 Forrester RPA Wave A Leader in IDC's First-Ever MarketScape for RPA Platforms A Leader for Sixth Consecutive years and a Star Performer in the 2022 Everest RPA Peak Matrix
IDP Process Mining Test Automation Low Code Apps Leading with innovative platform expansion capabilities A Leader and Star Performer in the Everest Group Intelligent Document Processing Products PEAK Matrix ® Assessment 2023 For the fourth consecutive year, recognized as a Leader in the Process Mining Products PEAK Matrix ® Assessment 2023. Makes a debut as a Leader & earns the highest overall Strategy score . a Leader in the 2022 ISG Provider Lens ™ for Low-Code/No-Code Development Platforms.
The UiPath Business Automation Platform Process Mining Task Mining communications Mining Idea capture & management Low-code Development UI & API Automation Process Orchestration Intelligent Document Processing Integrated NLP & AI/ML Discover Continuously uncover opportunities for process and task improvements, helping you identify the highest ROI areas Automate Get more done with a digital workforce that seamlessly collaborates with your people and automates work via UI and API, powered with native integrated AI Your applications Your people Your processes Systems of record – ERP, CRM, HCM | Communications and Collaboration | Personal Productivity Analytics Continuous testing Unified Management & Governance Flexible deployment Operate Get an enterprise-grade foundation to run and optimize a mission-critical automation program at high scale
From document-driven to data-driven automation in manufacturing Every facet of the UiPath platform is designed to reduce risk and improve productivity, customer experience and compliance Easily enable predictive maintenance, inventory forecasting, demand forecasting and production optimization by infusing AI/ML models into workflows. Low-code development Document Understanding and Comms Mining Automate end-to-end invoice processing with 3-way matching. Enable extraction of insights & sentiments to improve customer experience in after sales. Create unified, simplified screens for procurement, shipping, trade, customer service, production monitoring, quality, engineering, finance, IT and HR actions. Test suite Enable continuous testing of SAP ECC to S/4HANA migrations and upgrades. Further automate testing for on-prem to cloud migration of applications like ERP / CRM. AI/ML Integrations Enable direct integrations between multiple applications, both legacy and modern enabling end-to-end workflow automation (IT and OT) UI and API Automations Process and task mining Uncover bottlenecks and deviations in production planning, equipment maintenance or sourcing processes and create a light digital twin.
Our services and our partnership make manufacturing automation easier for you Grow your automation team with custom training paths tailored to personas Dedicated customer success manager Premium Plus support from a named technical account manager Hundreds of pre-built integrations and an open marketplace For more involved engagements, leverage our Professional Services organization 600+ implementation partners and a global ecosystem of tech alliances
Introduction UiPath AI Platform What is Document Understanding? High Level overview of DU Framework UiPath Products in a DU Process Stages in a DU Framework A Quick Demo *** Some of this content is referenced from and can be found in the Academic Alliance Program and the UiPath Academy courses. Learning Objectives
“AI without the automation is like the brain without the body!” – Graham Sheldon – UiPath CPO UiPath AI Platform AI-powered automation Open | Flexible | Responsible Supported by UiPath Built with UiPath or BYO Docs Screens Tasks Processes Solutions Infrastructure Integration Service – Validation Station – Active learning – Fine tuning – Guardrails – Auditing Generative AI Specialized AI Context HITL UI API Action People Comms Docs Data Processes AI-powered automation Delivering enterprise automation with Specialized AI
Companies are overwhelmed with processing documents manually leading to business inefficiencies. Organization Challenges
Document Understanding (DU) – an AI-enhanced solution developed to help organizations read, understand, and process different information within documents automatically – with the help of robots. What is Document Understanding?
High Level Overview of DU Framework
DU Framework Automation operates according to the Framework here: Stages in DU Framework