Meet Araceli
Executive Experience
Associate Director Digital Transformation (Business Intelligence & Data Analytics)
- Led enterprise-wide data architecture transformation (Databricks, Power BI, Alation, SAP S/4HANA), boosting data accuracy +40%, cutting costs -30%, and enabling scalable global analytics.
- Designed and executed enterprise digital strategy across Finance, Quality, Commercial, and Supply Chain, cutting reporting cycles by 40% and enabling faster, data-driven strategic decisions.
- Led global team of 50+ managers and data engineers, driving AI/ML and analytics adoption, boosting digital literacy, and embedding a culture of innovation across functions.
- Established cloud-based Data Governance & Catalog frameworks (Collibra, Alation and Confluence) for 9,000+ users, improving self-service analytics and ensuring ISO/FDA/HIPAA compliance.
- Managed multimillion-dollar transformation programs with PwC and Deloitte, delivering high-impact results through agile execution and business value prioritization.
Senior Manager Supply Chain Analytics
- Founded and led the Supply Chain Analytics Center of Excellence, managing 9 Sr. Engineers and delivering data-driven insights that improved planning, procurement, manufacturing, and distribution efficiency.
- Consolidated and integrated 10+ ERP/CRM systems (SAP, JDE, Salesforce), boosting global supply chain visibility, reducing data silos, and enabling unified reporting; improved decision-making speed by 25% and accuracy by 20%.
- Automated procurement and manufacturing analytics using Power BI and Coupa, increasing operational efficiency by 30% and cutting manual reporting time by 50%, enabling reallocation of resources to strategic projects.
- Directed the design and implementation of executive-level KPI dashboards (safety, quality, delivery, finance, sustainability), providing C-suite with actionable insights and aligning operations with strategic objectives.
- Led continuous improvement initiatives using Kaizen and advanced planning tools (Blue Yonder, Kinaxis), reducing cycle times and optimizing global capacity planning.
Demand Planning Manager
- Implemented SAP-integrated demand planning with agile methods, boosting forecast accuracy +25% and reducing global supply chain costs.
Information Technology System Manager
- Increased production efficiency by 20% by modernizing legacy manufacturing systems and applying MRP analytics to optimize manufacturing workflows.
IT Infrastructure Manager
- Led infrastructure consolidation for Fortune 500 clients, reducing operational costs 20% and enhancing service delivery speed by 15%.
Manager, IT Financial Operations
- Deployed SAP financial systems to optimize cost control, improve executive reporting accuracy, and ensure compliance with international standards.
Results
REDUCTION IN MANUAL TASKS THROUGH AUTOMATION
Enabled global scale, reduced risk, and freed teams for innovation.
FASTER REPORTING WITH MODERNIZED ANALYTICS
Accelerated decisions for 9,000+ users with Databricks and Power BI.
INCREASE IN CUSTOMER SATISFACTION
Enabled by digital tools that improved experience and loyalty.
AI-ENABLED FORECASTING ACCURACY
Implemented predictive analytics models that empowered proactive planning and improved supply chain decisions.
Expertise
Enterprise Transformation
- Lead global digital programs that modernize systems and scale cloud platforms.
- Align technology with business strategy to support sustainable growth and adaptability.
AI, Analytics & Automation
- Build enterprise analytics ecosystems for predictive insights and intelligent automation.
- Enable faster, data-driven decision-making across the organization.
Platform Modernization & Consolidation
- Modernize and consolidate platforms to improve agility, scalability, and cost efficiency.
- Unified legacy tools (Qlik, MicroStrategy, Hive, Denodo) into Power BI and Databricks for real-time analytics.
Data Trust & Compliance
- Implement decentralized data mesh and zero trust frameworks.
- Ensure compliance with HIPAA, GDPR, FDA, and ISO while embedding trust and security.
Cross-Functional Leadership
- Unite IT, supply chain, finance, and commercial teams under a shared digital vision.
- Drive executive alignment and lead change with clarity and measurable outcomes.
Transforming with strategy.
Leading with data.
Empowering to deliver results.
Certifications
Certifications Supporting Enterprise Impact
- Microsoft AI & Machine Learning
- Building Intelligent Agents (Microsoft)
- AI Foundations: Machine Learning (LinkedIn)
- Foundations of AI & ML (Microsoft)
- Digital Transformation in Supply Chains (LinkedIn)
- AWS for Developers (LinkedIn)
- Data Visualization with Excel (Coursera)
- SAP FI/CO, MM, PP, SD (Panasonic)
- Green Belt Certification (BD)
- Change Management (Packt)
- Why Smart Executives Fail (Dartmouth)
- Level 5 Dynamic Leadership (Toastmasters)
Education
MBA, Accounting & Finance
CETYS UNIVERSIDAD
Computer Engineering, Manufacturing
UNIVERSIDAD AUTÓNOMA DE BAJA CALIFORNIA
Q&A
What’s your leadership superpower?
Vision with execution. I connect the dots between strategy and action—translating complex challenges into clear roadmaps and empowering teams to deliver measurable results. I lead with purpose, adapt with agility, and build momentum through collaboration.
How do you build high-performing teams?
By creating a culture of trust, ownership, and continuous learning. I believe in hiring for potential, aligning on purpose, and giving people the tools and space to lead. Great teams aren’t just built—they’re nurtured through empathy, accountability, and shared wins.
What’s your approach to cross-functional collaboration?
I partner closely with C-level leaders across supply chain, commercial operations, finance, and quality to ensure digital initiatives are aligned with enterprise goals. I act as a translator between business and technology—bridging silos, aligning incentives, and driving unified outcomes.
How do you adapt in fast-changing environments?
Adaptability starts with listening. I stay close to the business, the data, and the people—so I can pivot quickly when priorities shift. Whether it’s a new technology, regulation, or market shift, I lead with curiosity and respond with clarity.
What drives you as a transformation leader?
The opportunity to make change real, inclusive, and sustainable. I’m passionate about unlocking the power of data to improve lives—whether that’s through better patient outcomes, smarter operations, or more empowered teams.
Interests
Family
Outdoors
Stock Market
Speaker
Testimonials
"Appreciate the exceptional leadership skills, driving advance data analytical projects, building strong relationship and trust with clients, vendors and other stakeholders leading to business growth."
"An exceptional leader who trusted me from the beginning... Her dedication and skills have been truly inspiring. Any team will greatly benefit from her expertise and leadership."
"Really knows her stuff when it comes to data analysis... I appreciated how she brought the team together and fostered collaboration. She’s always open to new ideas, creating an environment where I felt encouraged to learn and grow."
"Araceli brings a rare blend of cross-functional business unit experience and purpose-driven innovation, enabling her to lead teams, break down silos, and execute enterprise-level strategies that deliver measurable impact."
Contact
Araceli Colclough, MBA
Digital Transformation & Supply Chain Analytics leader | AI/ML Strategist | MedTech & Manufacturing Innovator | Driving Lean, Scalable, Data-Driven Operations
Phone:
(858) 566-6141
Email:
contact@araceli-colclough.com
Location:
San Diego, CA