Segment 1 – Automation, Data Integrity and Digital Transformation

Syncsort 147 views 103 slides Aug 29, 2024
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About This Presentation

Session 1: The Role of automation in improving data integrity

The need for our companies to achieve data integrity has never been greater than it is today. High-quality data means better analytics, accurate reporting, improved forecasting, and reliable results of artificial intelligence inquiries. ...


Slide Content

The Role of Automation in Data Integrity Andrew Hayden | Principal Product Marketing Manager Antonio Cotroneo | Director, Product Marketing

Agenda From Digital Transformation to Data Integrity Complexity Data Integrity Automation Wrap-up

From Digital Transformation to Data Integrity

The Road to Loving Your Data Data Strategy Strategic Services Data Input & Maintenance Automation Data Improvement Data Integrity Suite Data Integrity Love Your Data

Accelerating digital transformation 5 $60.5 billion spent on intelligent automation in 2027 45% of enterprises using SAP are leveraging automation 80% of CEOs accelerating digital transformation 67% spending more on technology than people KPMG KPMG ASUG IDC

Be more agile Customer needs Go faster Improve data integrity

Complexity

Complexity is multidimensional Data complexity Complexity of data records High-volume data processes Challenges data complexity creates for manual data entry and management processes 8 Process complexity Complex, data-intensive business processes involving multiple constituents are a challenge to automate Process governance and tracking Human-in-the-loop processes pose unique challenges Organizational complexity Multi-departmental processes Competing business priorities Short-term gains vs strategic initiatives

The data journey is complex and ongoing GENERATE MONITOR ENRICH ANALYZE & ACTIVATE CATALOG & GOVERN CLEANSE & VALIDATE INTEGRATE 9

Achieving Data Integrity

of data practitioners completely trust their data of data practitioners strongly believe their actions are driven by data analysis 30% 27% Those closest to enterprise data don’t trust it Can’t get it fast enough Don’t understand it Can’t trust it Don’t have the context to use it Don’t know the root cause of disruptions Source: IDC

For trusted data, you need data integrity Data integrity is data with maximum accuracy, consistency, and context for confident business decision-making Data Integrity

Precisely partners with you along the way Complete set of data integrity capabilities and data strategy services  GENERATE Enterprise Data sources CATALOG & GOVERN Data catalog Data governance MONITOR Data observability ENRICH Spatial analysis Data enrichment INTEGRATE Change data capture ANALYZE & ACTIVATE Customer experience CLEANSE & VALIDATE Data quality Geo addressing Master data management 13

Flexible, interoperable SaaS services Runs where data lives - on-premises or in the cloud Business-friendly user experience with AI-driven suggestions Unique in the market in its breadth of capabilities Common foundation with shared data catalog connects all capabilities Data Integrity Suite accelerates the journey Data Integration Data Observability Data Governance Data Quality Geo Addressing Spatial Analytics Data Enrichment 14

Data integrity requires a solid foundation Fundamental building blocks that connect and accelerate all Data Integrity Suite services Run secure processes in private environments Connect to your data sources CONNECTORS AGENTS Find, understand, and use your data CATALOG AI-powered processes and automation INTELLIGENCE Coordinate all your tasks WORKFLOW Safe and secure operations SECURITY Track and manage users and consumption ADMINISTRATION

Accelerating the data integrity lifecycle Connect data assets and metadata Understand data meaning and purpose Cleanse data to achieve desired quality levels Enrich with 3 rd party data and location-derived context Govern data to meet standards for security/privacy Observe data changes for impacts/disruption Data Modernization Understand Enrich Cleanse Govern Observe Connect 16

Data Sources Cloud / VPC / On-Premises Data Integration Data Observability Dat a Q u alit y Geo Addressing Spatial Analytics Dat a Governance Dat a Enrichment Data Integrity Foundation Catalog Intelligence Workflow Security Agents Connectors Privacy Administration

The economic edge of a converged solution Maximizing ROI and future-proofing your data strategy Trusted data  is foundational to successful AI, automation & other critical business initiatives Unified Experience Enhance engagement and process integration with a consistent UX across processes Future-Proof Investment Ensure long-term value by evolving with enduring technology advancements Reduced Costs Reduce costs by eliminating multiple point solutions and costly integration effort

NORTH AMERICAN TELECOMMUNICATIONS LEADER: Improve the quality of customer address data and service delivery $ 90 Million uncovered through upsell opportunities Data challenges addressed: Address d ata quality Data enrichment

EUROPEAN LUXURY AUTO MANUFACTURER: Reimaging IT services with cloud modernization and adoption Data challenges addressed: Data integration 2029 EOY migrate all mainframe workloads to the cloud Millions lost in existing siloed environments and a lack of skills to maintain them

Automation for Data Integrity

Automation: Create and leverage trusted data Trusted Data Process automation for data creation & management Data-driven process automation Create Trusted Data Leverage Trusted Data

A complete automation platform Excel to SAP Exchange data with SAP quickly and easily using Excel Form & Workflow Automate and accelerate SAP business processes with integrated forms and workflows Excel Workflow Automate and accelerate SAP business processes through Excel file management workflows Process Automation Data Automation

Automation Benefits Agility Speed Improved data quality Business team focus Automation flexibility Scalability More precise reporting & forecasting Process visibility

Make an impact across your business Financial Accounting Controlling Sales and Distribution Materials Management Plant Maintenance Asset Management Project Systems Production Planning Quality Management Human Resources

Use Cases 97% How automation is helping enterprises optimize customer and vendor management Reduction in time to create a customer Agility and speed Increases competitive advantage 87% 50%-75% Reduction in time needed to qualify vendors and materials Speed Process visibility Improved productivity Reduction in time to market Agility and speed Increases competitive advantage 90% Reduction in cost to process materials changes Lower costs Maintain current staffing levels Faster ROI

Delivering strategic value through data and processes Increased efficiency & cost savings Enhanced customer experience Higher-quality data and well-governed processes support digital transformation and data integrity. Improved decision making Competitive advantage 27

Thank you

Backup/Extra Slides

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Wrap Up Data Integrity Automation Internal Restricted 33

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Manage mass data processes using Excel Flexible, desktop automation

A complete automation platform Mass data management Exchange data with SOR quickly and easily using Excel Form & Workflow Automate and accelerate business processes with integrated forms and workflows Excel Workflow Automate and accelerate business processes through Excel file management workflows Process Automation Data Automation

Form & Workflow Automate account creation with forms and workflow across multiple contributors Process Initiator Enter basic account information Contributor 1 Contributor 2 Contributor 3 Approver Start with create form SAP Automate Evolve Outside Contributor Portal Participant

Materials 50%-75% 90% Examples of the Automate Platform delivering customer value delivered through material master and related processes Reduction in time to market Agility and speed Increases competitive advantage Reduction in cost to process materials changes Lower costs Maintain current staffing levels Faster ROI 90% $1.3 million Time reduction in materials data collection Agility and Speed Increased competitive advantage Savings in materials management productivity Measurable ROI Optimize process

Customer & Vendor 97% 6 Days How the Automate Platform is helping SAP enterprises optimize customer and vendor management Reduction in time to create a customer Agility and speed Increases competitive advantage Eliminated from customer create process Speed Improved employee productivity 87% 75% Reduction in time needed to qualify vendors and materials Speed Process visibility Improved productivity Reduction in SAP data entry time Agility and speed Improved process efficiency

Other Use cases 9 months 1.4 Million Value delivered through the Automate platform across the SAP landscape Return on investment in Automate Measurable ROI Sustainable approach to automation Pricing records changed with no additional headcount Agility Improved staff productivity Replace paper 20,000 with online Evolve forms for processing customer refunds Improved customer satisfaction Increased process visibility Reduced time of refund by up to three weeks Journal entries processed during 4-day close window Speed and improved data quality Auditability Team continued to work in Excel

Additional automation platform benefits Connectivity (APIs) Governance Low-code development Attended & unattended automation Data quality Cloud deployment

Automation: Creating and leveraging trusted data Trusted Data Process automation for data creation & management Data-driven process automation Create Trusted Data Leverage Trusted Data

A complete automation platform Excel to SAP Exchange data with SAP quickly and easily using Excel Form & Workflow Automate and accelerate SAP business processes with integrated forms and workflows Excel Workflow Automate and accelerate SAP business processes through Excel file management workflows Process Automation Data Automation

Automate Studio Precisely Automate Portfolio 45 STANDALONE Exchange data with SAP quickly and easily using Excel Data creation and maintenance Data migration Operational reporting Data stewardship GOVERNED Share, manage, & control Precisely across the enterprise Basic 2-step workflow Centralized management Granular control of licenses, users & policies Extensive audit and ROI reporting Server-side job execution WORKFLOW-ENABLED Automate and streamline SAP processes using workflows Advanced form and workflow capabilities Advanced data stewardship capabilities via web forms Detailed process analytics Business users work in Excel Business users work in Excel or web forms Automate Studio Manager Business users work in Excel Automate Evolve +

Automation Benefits Agility Speed Improved data quality Business team focus Automation flexibility Scalability More precise reporting & forecasting Process visibility

Precisely Automate Benefits Agility Speed Improved data quality Business team focus Automation flexibility Scalability More precise reporting & forecasting Process visibility

Make an impact across your business Financial Accounting Controlling Sales and Distribution Materials Management Plant Maintenance Asset Management Project Systems Production Planning Quality Management Human Resources

Be more agile Customer needs: Go faster Improve the quality and integrity of your most important data

Andrew Hayden | Principal Product Marketing Manager How Precisely Delivers benefits across your SAP ® Landscape Automate and beyond

Agenda Digital transformation, data, and processes Complexity The Precisely Automate P latform Precisely Beyond Automation Wrap Up

Digital Transformation, Data and Automation

Accelerating digital transformation $60.5 billion spent on intelligent automation in 2027 58% of SAP enterprises view citizen development as important 80% of CEOs accelerating digital transformation 67% spending more on technology than people KPMG KPMG ASUG/Precisely IDC

Be more agile Customer needs Go faster Improve the quality and integrity of your most important data

DATA Data fuels the entire business Finance & Legal​ HR & Operations​ Information Technology​ Product & Engineering​ Sales & Marketing​ Fulfillment & Support 2023 Data Integrity Trends & Insights Report #1 priority:  da ta-driven business decisions

Data Process Interdependence of process and data Interdependence of process and data

Complexity

The data journey is complex and ongoing GENERATE MONITOR ENRICH ANALYZE & ACTIVATE CATALOG & GOVERN CLEANSE & VALIDATE INTEGRATE

Complexity is multidimensional Data complexity Complexity of data records High-volume data processes Challenges data complexity creates for manual data entry and management processes Process complexity Complex, data-intensive business processes involving multiple constituents are a challenge to automate Process governance and tracking Human-in-the-loop processes pose unique challenges Organizational complexity Multi-departmental processes Competing business priorities Short-term gains vs strategic initiatives

Customer Master: Lifeblood of Customer Relationships Sales Customer Service Accounts Receivable Marketing Finance & Acctg Connects multiple business use cases and activities Customer Master

The Precisely Automate Platform

Empowering business teams to make an impact

Automate Studio Precisely Automate Portfolio STANDALONE Exchange data with SAP quickly and easily using Excel Data creation and maintenance Data migration Operational reporting Data stewardship GOVERNED Share, manage, & control Precisely across the enterprise Basic 2-step workflow Centralized management Granular control of licenses, users & policies Extensive audit and ROI reporting Server-side job execution WORKFLOW-ENABLED Automate and streamline SAP processes using workflows Advanced form and workflow capabilities Advanced data stewardship capabilities via web forms Detailed process analytics Business users work in Excel Business users work in Excel or web forms Automate Studio Manager Business users work in Excel Automate Evolve +

A complete automation platform Excel to SAP Exchange data with SAP quickly and easily using Excel Form & Workflow Automate and accelerate SAP business processes with integrated forms and workflows Excel Workflow Automate and accelerate SAP business processes through Excel file management workflows Process Automation Data Automation

Replace multiple GUI screens with business-friendly Excel

A complete automation platform Excel to SAP Exchange data with SAP quickly and easily using Excel Form & Workflow Automate and accelerate SAP business processes with integrated forms and workflows Excel Workflow Automate and accelerate SAP business processes through Excel file management workflows Process Automation Data Automation

Form-based automation Build in data guardrails to ensure your data is right the first time. New Materials Process Create Materials Validate

Form & Workflow Automate record creation with forms and workflow across multiple contributors Process Initiator Enter basic account information Contributor 1 Contributor 2 Contributor 3 Approver Start with create form SAP Automate Evolve Outside Contributor Portal Participant

The Automate platform delivers: Hyperautomation Workflow Connectivity (APIs) Self-service Governance Low-code development Attended & unattended automation Forms Data Management Data quality Cloud deployment

Example Use Cases Reduction in time to create a customer Agility and speed Increases competitive advantage Reduction in cost to process materials changes Lower costs Maintain current staffing levels Faster ROI 97% 90%

Precisely Beyond Automation

The data journey is complex and ongoing GENERATE MONITOR ENRICH ANALYZE & ACTIVATE CATALOG & GOVERN CLEANSE & VALIDATE INTEGRATE

Precisely partners with you along the way Complete set of data integrity capabilities and data strategy services  GENERATE Enterprise Data sources CATALOG & GOVERN Data catalog Data governance MONITOR Data observability ENRICH Spatial analysis Data enrichment INTEGRATE Change data capture ANALYZE & ACTIVATE Customer experience CLEANSE & VALIDATE Data quality Geo addressing Master data management

Flexible and configurable metamodel  Data metrics and scoring Data policy management Customizable workflow Proprietary asset value calculations Machine learning techniques KEY FEATURES Realize better business outcomes by enabling strategic, operational, and tactical teams to find, understand, and use trusted data   Achieve more timely analytics and outcomes with machine learning intelligence, automated metadata harvesting, and semantic tagging  Reduce risk and compliance violations with visibility and accountability around data policies and standards  Deliver untapped value to the organization by visually connecting data, people, and processes   Collaborate with data stewards and data owners for more informed decisions  BENEFITS Data Governance Manage data policy and processes with greater insight into your data’s meaning, lineage, and impact

Design data quality pipelines with a friendly, intuitive interface Match using sophisticated algorithms Run quality processes where the data lives Cleanse, standardize, and verify data Validate address accuracy Simplify and streamline enrichment by appending a unique, persistent ID to addresses KEY FEATURES Improves efficiency with standardized and repeatable data quality measures Increases confidence in decisions with accurate, trusted data Decreases costs by no longer storing and managing multiple copies of data Improves timeliness of decisions through robust software and enrichment data Reduces time spent on tasks to make the data ready for operations and analytics BENEFITS Data Quality Deliver data that’s accurate, consistent, and fit for purpose across operational and analytical systems

Visualize trends and alerts Continuous monitoring Intelligent data observations Automated alerts Data profiling Self-service discovery Data catalog integration Cloud-native execution KEY FEATURES Understand the health of your data with continuous measuring and monitoring Reduce the risk associated with erroneous analytics that impact business decisions Receive proactive notification when outliers and anomalies are identified Reduce the time to solve operational issues and the cost of adverse events Enable quick remediation when issues occur by understanding the cause BENEFITS Data Observability Proactively uncover data anomalies and take action before they become costly downstream issues

Business friendly: focus on configuration, not code Data governance & stewardship, data quality & remediation capabilities Built-in workflow & automation capabilities Flexible and extendable data model Support for structured and unstructured data types KEY FEATURES Quicker time-to-market Increased accuracy with trusted data Lower cost of ownership Maximized adaptability and agility BENEFITS Master Data Management Multi-domain MDM through a single hub to accelerate cross-domain intelligence and operational excellence

Building data integrity with accuracy and context Enterprise Data Sources Enterprise Business Systems Enterprise applications BI dashboards Analytics tools Precisely industry applications AI/ML Precisely location intelligence and data enrichment Choose to add context by validating, standardizing, and cleansing addresses; enriching data with over 9000 attributes across 400 datasets; and/or exposing new relationships through spatial analytics Increase accuracy & context of data from any enterprise data source to deliver new insights Deliver trusted, contextualized data to business users when and where it’s needed through queries, visualizations, or API calls CRM Billing ERP Business Intelligence Data warehouse Workforce management Query Visualize API 1 2 3 Validate, standardize, & cleanse addresses Assign hyper-accurate location coordinates – or start with a lat /long and work in reverse Accurately assign a PreciselyID to each location Geo Addressing Create & expose derivative attributes based on enriched location data Query and aggregate data based on distance, area, density, and more Expose insights through dashboards and map-based visualizations 9000 attributes across 400 datasets Static data: boundaries, points of interest, property attributes, and more Dynamic data: demographic movement and weather changes over time Data Enrichment Spatial Analytics

Wrap Up

The data journey is complex and ongoing GENERATE MONITOR ENRICH ANALYZE & ACTIVATE CATALOG & GOVERN CLEANSE & VALIDATE INTEGRATE

Precisely Benefits for SAP Enterprises Agility Speed Improved data quality Business team focus Automation flexibility Scalability Proven track record Process visibility

“The pace of change has never been this fast, but it will never be this slow again.” Justin Trudeau Prime Minister of Canada

overall_0_132182146847412339 columns_1_132180489003760538 6_1_132180670009245741 The leader in data integrity Our unique combination of software , data and strategy services  delivers trusted data . Data that is accurate ,  consistent ,  and contextual to power more confident business  decisions. Brands you trust, trust us Data leaders partner with us Over 90 2,500 employees customers worldwide 12,000 of the Fortune 100 Decades of deep domain expertise Industry analysts recommend us

Thank you

Strategic Services Overview August 2024

Precisely Global Services 87 Committed to helping our customers cost-effectively plan, build, deploy and sustain secure and high-performance solutions, delivering the measurable value in the shortest possible time. Armed with robust methodologies, deep knowledge of Precisely products, and highly experienced consultants, we have proven to reduce implementation risk and maximize meeting business objectives. Strategic Services as a management consulting arm with deep industry experience that helps customers design, architect, operationalize effective data programs Implementation and Maintenance Services that provide fast-start and custom engagements, as well as health checks, solution reviews and support packages Managed Services that can manage your entire solution—on-premises, off-premises, or hosted—freeing you to focus on running your business and realizing value Applied analytical services that help you maximize the value of your investments through visualization and analytical models that result in more effective business strategies and predictable outcomes. Tra ining and Certification to increases your team’s knowledge of Precisely products so that you can more quickly and successfully deploy and manage your solution

Who we are … 88 Trusted voice and strategic advisors to our customers and the partner/analyst community Highly credible, “ been there, done that ”, background majority of team has either established or held significant leadership roles in data organizations Differentiated from traditional SI’s by targeted, value-based approach , delivering measurable benefits using a lean delivery model Engage at any point in a program/project lifecycle, bringing industry leading practice points of view Focus on customer solutions - leveraging product capabilities, but also operationalizing people, processes and performance measures Teach to Fish delivery models leveraging a lean, targeted team of trusted strategic advisors

What we help with… How (and where) do I even get started ? I am struggling to articulate the value our Data Program and make any additional investments How do I establish and sustain business relevance (how do I get management to care and invest) ? What’s the right organization design for my data program ? How are other doing it ? There is a cultural resistance to owning data issues and we struggle getting the business engaged How can I show value quickly ? We have a lack of organizational ‘data literacy’ 89

Our Customer Engagement Model 90 We meet customers “where they are” We help them see the trees are part of a larger forest We help them find their path forward We teach them how to plan and travel on their own

Presentation name Our Core Service Offerings 91 Strategic Support Data Program design, implementation, and optimization Business Case Development Data Strategy, Lineage and Risk Assessments Data Architectural Design Data Organizational D esign Process Optimization Data An alytics Operational Support Data Project Leadership and Project Management Data Process Design and Implementation Data Governance Strategy and Execution Data Migration Leadership and Implementation Data Application Leadership and Implementation Data Profiling and Cleansing Team Augmentation Data Leadership Roles CDO / Data Steward Coaching Data Architecture & Modelling Data Application Support Data Governance Roles Master Data Management Change Management Managed Services In all cases, we offer resources with varying levels of expertise to meet client requirements and provide domain, functional, application, and industry level expertise as required to support specific client needs 91

We work with everyone 92

What We Hear From Our Customers 93 “ After all these years, it feels good to be able to finally quantify our value and justify our data investments.” “I was skeptical that you would be able to get us there as quickly as you professed but seeing is believing.” “The team always knew the data challenges we face and value we bring, but finally having the business understand is a game changer.” “We always knew there wasn’t a technology silver bullet that would solve our problems, but we never knew what was missing until we followed your approach”

Focusing on what data matters Link data governance assets to business goals Prioritize the data and capabilities that matter Communicate value across stakeholder levels Build engagement and trust with business teams

Core Components – Enabling Technology 95 Business accountability for data with ‘fit for purpose’ operating models/processes and a complementary org construct to provide a structured and repeatable process for sustained data integrity Decision Tree to identify critical data and ensure that governance actions are always based on value drivers and follow a repeatable and scalable model Data Integrity Framework that ensures the availability, usability, integrity, and sustainability of our most critical data and connects it to business value drivers Data Metrics Model that organizes critical data governance and quality metrics to better inform business performance and dimensionalizes them for proper analysis and action DI Framework Successful Data Programs Operating Model Decision Tree Metrics Framework

Typical Engagement Models 96 Decision Tree, Data Framework and Operating Model aligned with critical data elements and value drivers along with a Strategic Roadmap to achieve Gain stakeholder alignment on business value, governance strategy and approach Identify critical business value drivers (operational / analytical / compliance) Define Decision Tree and identify Critical Data Elements (CDEs) Harvest and evaluate any existing content (if available) for established & inflight programs Re-Establish a specific Data Framework Develop Operating Model and proposed Organizational Construct Data Model Strategic Roadmap Populate Data Framework (for prioritized critical data ) Define Glossary, Data Dictionaries, Data Standards, Business Rules and Metrics Close gaps with leading data practices Data Model Business Case leveraging proven benchmarks and data ( if applicable ) Lead/Coach through initial Data Construct meetings / follow-ups Execute (and iterate) Operating Model Enable roles of dedicated & project team resources Change Mgmt. & Comms. (Stage 1) Conduct Data Profiling for initiatives targeted as part of Strategic Roadmap Establish Data Optimization baseline (targeted data) and plan to remediate Establish data quality metrics directly aligned with business process impacts, KPI’s and targeted metrics Operating Model drives identification and establishment of critical Use Case data standards, business rules and DQ metrics Data process and organizational recommendations for critical data Change Mgmt and Comms. (Stage 2) Assessment, Rationalization & Roadmap Operationalize Optimization Program Targeted Data Optimization Mobilize Data Framework to address prioritized critical data and close gaps (design, process, ownership) for execution as part of select projects/initiatives Conduct data profiling and targeted data rationalization based on standards / business rules against targeted initiatives (per roadmap) Step 1: Optimization Roadmap & Initial Operating Model Launch ~6-12 weeks Step 2: Prioritized Execution ~4-16+ weeks

PROBLEM Success Story Company sought a path toward real time analytics which required a rationalization of SAP and a reduction of complexity within their data. Lack of data trust was a key concern; path had to build trust in all essential metrics. They needed an enhanced yet simplified data model for disparate business units and over 300 legacy systems that were being migrated into a single ERP and companion reporting platform. SOLUTION Precisely delivered a holistic data reset and operational model providing short-term benefits and the foundation for executing the massive consolidation effort. The overall improvement in data quality showed >99% accuracy in customer and product critical data fields, increasing user confidence and business adoption. Manufacturing company Data model reset

PROBLEM Success Story Recent M&A activity, paired with selection of SAP S4HANA as their new ERP, required this customer to develop an optimized corporate data governance framework. Goals were to facilitate this and future acquisitions, as well as deliver a corporate business owned and sponsored data program. SOLUTION Leading with strategic services, Precisely’s data integrity solutions were able to align very tightly with this company’s business model & value drivers. The company viewed Precisely Strategic Services as a ‘expert coach’ (especially around SAP optimization); providing consultative support every step of the journey. Engagement from discovery through solution and process design, build, test and rollout. Mining corporation Data integrity

PROBLEM Success Story Complex data transformational initiatives required a data model overhaul and data rationalization to allow disparate systems to talk to each other. This project was even further complicated by an on-going aggressive global acquisition strategy. SOLUTION With Precisely solutions, this company is viewed as one of the most mature Data Integrity and Governance organizations in the world. Key accomplishments include achieving & maintaining six sigma level data quality, consolidating 27 different product launch scenarios & workflows into one, and implementing a turnkey approach to data governance & documentation of data standard business rules. Pharmaceutical company Data optimization

PROBLEM Success Story This $18B manufacturing company desired to consolidate from a multi-ERP environment to a single SAP instance. This transformation project needed to support and work in parallel with their fledgling data governance initiative. SOLUTION Precisely was selected to strategically develop and document repeatable processes to execute this project effectively. Deep expertise in governance, SAP and the vertical, along with the user-friendly interface of Precisely’s data quality solutions all contributed to the success for this customer. Multi-national manufacturer Data governance

Questions / Discussion

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