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Andrew S. Collier - Consultant
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No layers, just expert guidance and execution

In today's rapidly evolving landscape, you need more than just technology – you need experienced judgment combined with cutting-edge capability.

 

I partner directly with leaders in Private Equity and Enterprise Organizations to translate complex challenges into tangible results, applying deep operational and systems knowledge alongside tailored AI solutions.

Bridging Decades of Experience with the Power of AI

Six Core AI Business
Use-Case Categories

Consulting Services

BAS™ Value Creation Sprint

BAS™ Value Creation Sprint

Recoverable EBITDA, quantified at the task level — in 4 to 6 weeks.

The Sovereign Third™

The Sovereign Third™

The independent operator between your executive sponsor and your system integrator.

Private Equity & M&A Technology Due Diligence

Private Equity & M&A Technology Due Diligence

Deal-speed IT diligence for PE transactions, buy-side and sell-side.

Interim CIO / CTO Leadership

Interim CIO / CTO Leadership

Technology leadership for transitions, turnarounds, and transformations.

ERP Implementation & Recovery

ERP Implementation & Recovery

Selection, implementation, and rescue — from someone who has done all three, repeatedly.

AI Strategy, Systems & Data Integration

AI Strategy, Systems & Data Integration

Where AI creates measurable value in your operations — and where it does not.

Food & Beverage

Custom WMS Solution for High-Volume Frozen Turkey Distributor Experiencing Exponential Growth

Client Impact Results

  • Eliminated nearly 100% of manual procedures, documentation, and rework, per client feedback

  • Enabled the operation to continue growing without adding proportional headcount

  • Delivered real-time visibility, lot control, and shipping accuracy exceeding 99.5%

Industrial

Manufacturing Modernization Reduces Month-End Close from Weeks to Hours for Food-Grade Phosphorus Processor

Client Impact Results

Planning Transformation: Replaced reactive production planning with sophisticated SIOP process

Reporting Efficiency: Reduced production reporting time from 3-5 days to real-time, automated information.

Financial Close: Decreased month-end closing from more than three weeks to less than one day

Process Integration: Fully automated production and inventory reporting through integration with financial accounting

Operational Proactivity: Enabled management to proactively plan, schedule, and execute in a continuous improvement cycle

Regulatory Compliance: Enhanced tracking capabilities for cGMP and CFR Title 12 compliance.

Food & Beverage

ERP Transformation for Multi-Location Feed and Fertilizer Producer: From 3-Hour to 30-Minute Planning

Client Impact Results

  • Planning Efficiency: Reduced daily mill planning from over 3 hours to under 30 minutes

  • Automation: Moved operations from nearly 100% manual to approximately 90% automated

  • Scheduling Accuracy: Achieved ~98% on-the-hour accuracy for customer bulk pickups

  • Inventory Management: Improved retail inventory accuracy from under 50% to approximately 100%

  • Cost Reduction: Eliminated a multimillion-dollar pallet reuse operation

  • Price Management: Implemented daily repricing on commodity fluctuations

  • Cultural Transformation: Delivered lasting change inside a 100-year-old organization with embedded resistance

Manufacturing

ERP Transformation Cuts Demurrage and Partial-Load Returns by 95% for Agricultural Chemical Manufacturer

Client Impact Results

  • Cost Reduction: Reduced railcar demurrage and tanker truck partial-load returns by over 95%

  • Order Fulfillment: Achieved real-time Available-to-Promise commitments during order taking

  • Supply Chain Visibility: Established first-time visibility of trans-Atlantic port-of-entry ownership and tracking

  • Financial Efficiency: Reduced month-end financial close from more than two weeks to less than two hours

  • Process Automation: Implemented Lean Order-to-Cash, Procure-to-Pay, rate-based scheduling, and automated supplier scheduling

  • Customer Satisfaction: Significantly reduced product shortages and delivery delays

Distribution

Time-Driven ABC Analysis Uncovers $20M Cost Savings for National Janitorial Supplies Distributor

Client Impact Results

  • Cost Savings: Identified approximately $20 million in savings from unprofitable products and processes across specific distribution centers

  • Customer Retention: Reversed the in-flight termination of a major channel partner — the data proved they ranked in the top third of profitability

  • Decision Making: Replaced allocation-based assumptions with empirical, activity-level profitability evidence

  • Resource Allocation: Redirected resources toward the most profitable channels and customers

  • Operational Efficiency: Isolated the specific cost drivers for targeted improvement

Biotechnology

Profitability and Cost Analysis for Strategic Growth

Results


Sales Optimization: Identified opportunities to restructure sales commission models to drive profitable growth

Product Profitability: Pinpointed unprofitable customer/product combinations for remediation

Operational Efficiency: Discovered and addressed Production and Quality Lab inefficiencies

Strategic Focus: Enabled client to take immediate steps to improve product profitability

Cost Reduction: Identified and implemented specific operational cost reduction initiatives

Data-Driven Decisions: Provided management with actionable business intelligence for strategic planning

Manufacturing

Transforming a 20-Year Unprofitable Manufacturing Operation into a Precision-Driven Powerhouse

Client Impact Results

  • Financial Transformation: Improved EBITDA 30% in less than two years

  • Quality Revolution: Reduced shop floor mistakes and rework by over 75% within the first year

  • Work-Life Balance: Shop personnel took holidays during busy season for the first time in 20 years

  • Manufacturing Excellence: Reduced manufacturing cycle times from 8+ months to under 3 months.

  • Supply Chain Optimization: Reduced global sourcing of forged steel components from 18+ months to under 4 months, enabling millions in additional customer jobs

  • Operational Efficiency: 

      Reduced job estimating from weeks to less than 4 hours with increased accuracy

      Decreased project status reporting lead-time from 1+ week (with <50% accuracy) to under 1 day (with >98% accuracy)

      Eliminated time-consuming daily planning meetings attended by all Directors, Managers, and Supervisors

Healthcare

Revitalizing a Healthcare Multimedia Platform: 74% Cost Reduction and Accelerated Product Launch

Client Impact Results

  • Cost Efficiency: Reduced product development costs by approximately 74% through design changes and in-house capability

  • Time-to-Market: Launched MVP Version 1 in under 3 months

  • Organizational Development: Stood up functioning IT and Data Science departments in under 4 months, completing the exit from the third-party development firm

  • Revenue Growth: Contributed to a 10% increase in sales revenue through strategic recommendations

  • Leadership Continuity: Onboarded the new CEO while preserving operational momentum

Financial Services

Rescuing a Stalled $250M Insurance Software Implementation

Development Velocity: Enabled team to promote vetted code to QA within 2 months. Stakeholder Confidence: Established continuous code promotions to Customer Acceptance within 3 months. Leadership Continuity: Successfully recruited and onboarded permanent IT Director within 6 months. Project Recovery: Put the stalled $250M implementation back on track toward successful completion.

Financial Services

Scaling Operations for a High-Growth Investment Management Firm

Client Impact Results


  • Cost Efficiency: Identified approximately 10% in operational expense reductions

  • Rapid Implementation: Established functional Agile/Scrum DevOps team within 1 month

  • Operational Excellence: Delivered streamlined operations and on-demand reporting systems within 2 months

  • Team Autonomy: Achieved self-sufficient operations of the development team within 3 months

  • Digital Transformation: Completed transition from manual, paper-based documents to electronic document management within 4 months

Financial Services

Modernizing Investment Portfolio Management: 95% Data Quality Improvement for Financial Asset Manager

Client Impact Results

Strategic Clarity: Demonstrated increased profitability of fund-of-funds model within 1 month

  • Project Recovery: Terminated underperforming third-party consulting firm within 6 months and redirected implementation

  • System Modernization: Successfully implemented LedgeX Portfolio Management Software in under 1.5 years

  • Product Enablement: Enabled new Fund-of-Fund product offerings aligned to institutional mandates

  • Enhanced Client Engagement: 100% Automation of Client Reporting enabling Monthly vs Quarterly

  • Operational Efficiency: Reporting 99%+ improvement

  • Data Excellence: Achieved approximately 98+% improvement in data quality and accuracy

  • Knowledge Transfer: Successfully implemented Agile DevOps and prepared internal staff for long-term system maintenance.

Retail

Crisis Recovery and IT Transformation for National Retail Franchise

Client Impact Results

  • Crisis Management: Documented 54 SQL Server databases and thousands of VBScript programs within 2 weeks; completed operational triage within 3 weeks; disaster recovery protocols live within 1 month

  • Organizational Development: Stood up a functioning IT organization with an operating Agile DevOps team

  • Business Intelligence: Delivered insight into rental trends, product profitability, and consumer preferences by region

  • Strategic Vision: Provided franchisees data-driven competitive intelligence through an integrated SaaS application

Manufacturing

Proven Operating Model Replicated to Second Plant: Cycle Times Cut from 8+ Months to Under 3

Client Impact Results

  • Cycle Times: Reduced from 8+ months to under 3 months

  • Profitability: Unprofitable plant became a positive contributor

  • Transferability: Operating model validated across a second manufacturing context in 6 months

  • Outcome: Plant subsequently acquired by GE

Manufacturing

Custom CPQ Wins Multi-Million-Dollar Contract: Complex Quotes in Under 2 Hours vs. 3-Week Industry Standard

Client Impact Results

  • Competitive Win: Within 2 weeks of CPQ launch, the client won a multi-million-dollar contract by turning a complex quote in under 2 hours — competitors quoted ~3 weeks

Manufacturing

First Holiday Break in 20+ Years: Shop Resource Planning That Gave the Floor Its Life Back

Client Impact Results

  • Human Outcome: For the first time in 20+ years, shop personnel took Thanksgiving and Christmas vacations during the busy season — planning discipline made the capacity visible

Food & Beverage

Pre-Sale Diagnostic Identifies $2.8M in Savings (18.9% OpEx) for FDA-Regulated Infant Formula Manufacturer

Client Impact Results

  • Savings: $2.8M identified — 18.9% OpEx reduction

  • Value Classification: 59% of process work was NVA or NVA-Essential

  • Shadow Systems: 43% of overall cost consumed by non-sanctioned systems

  • Workforce: 9% optimization validated as achievable without operational impact

  • Lab Procedure: Main daily procedure reducible from 45 minutes to 5

Manufacturing

Post-Acquisition Integration Cuts Manual Tasks from 30 to Under 5 with Full Corporate ERP Integration

Client Impact Results

  • Manual Tasks: Reduced from 30 to fewer than 5

  • Work Order Accuracy: Above 95%

  • Shipping Accuracy: Above 95%

  • Integration: Corporate ERP integration fully automated, eliminating double-entry

Manufacturing

One Operating Model, Three Sites: Post-Acquisition Integration Lifts On-Time Delivery Above 95%

Client Impact Results

  • On-Time Delivery: Improved above 95%

  • Cost: Significant service-cost reduction; inventory shortages resolved

  • Finance: Progress billing and retainage tracking fully automated

  • Scale: Operating model replicated 1 site to 3 in 6 months, on budget

Manufacturing

$1.3B Merger Assessment in 2 Months: $2M Immediate Savings, Future-State Approved for Global Rollout

Client Impact Results

  • Immediate Savings: ~$2M annualized

  • Long-Term: ~$100M savings potential

  • Approval: Future-state approved for global rollout across the merged entity

  • IP Milestone: The BAS™ methodology was formally named during this engagement

Technology

Five-Entity Global Process Framework: APQC-Aligned Governance Across US, Canada, Ireland, UK, and India

Client Impact Results

  • Unified Framework: One process architecture governing global operations

  • Regional Clarity: GDPR, post-Brexit, and delivery-center governance made explicit

  • Standardization: Service levels consistent across all five entities

Distribution

BAS™ Diagnostic Models 91,000 Hours at ~97% Accuracy and Identifies $1.29M in Annual Savings

Client Impact Results

  • Total OpEx Modeled: $4.6M

  • Value-Added Share: Only 21.2% of operating cost was directly value-creating

  • Addressable Savings: $1.287M annually across 5 initiatives — automated reconciliation, credit card processing, A/R collections, self-service portal, credit screening

  • Shadow IT: $793K (27.6%) consumed by non-blueprint systems

Manufacturing

Global SCM Crisis Stabilized in Under 2 Months; BAS™ Audit Finds $700K NVA in 2 Weeks

Client Impact Results

  • Stabilization: Global engine SCM stabilized in under 2 months

  • Sourcing: Long-term sole-sourcing to OEMs secured in under 6 months via European supplier agreements and formal SIOP

  • NVA: Over $700K identified in 2 weeks (over $1M total annualized savings)

  • Pricing: Customer confusion and OTC pricing issues from annual model changes eliminated

Distribution

Third Firm, Second Attempt: Failed JDE Implementation Rescued for 250K-SKU, 18-DC Distributor

Client Impact Results

  • Automation: Converted manual, error-prone procurement planning and purchasing to automated, exception-based management

  • Visibility: Management analysis and exception reporting delivering the daily business pulse

  • Scalability: Customer-specific and non-stock items managed without administrative burden

Technology

Three JDE Installations Consolidated to One in 5 Months — Saving 19 Months of Projected Fees

Client Impact Results

  • Fee Avoidance: 19 months of projected consulting fees eliminated, plus two JDE subscriptions and two data centers of OpEx

  • Payroll: Monthly multi-day re-keying reduced to under 5 minutes

  • Procurement: 7 processes digitalized; 90 users trained; real-time requisition and approval

Manufacturing

Third Failed Start Rescued: 1,800 Daily Work Orders Automated for Tier 1 Automotive Manufacturer

Client Impact Results

  • Throughput: ~1,800 daily active work orders running on automated planning

  • Recovery: A three-time failed implementation delivered in 9 months

Manufacturing

Took Over After Big-Firm Exit: 1M+ Manual Pricing Structures Replaced with Real-Time Order Completion

Client Impact Results

  • Sales Orders: Real-time completion vs. 2–8 hours, via 15 Advanced Pricing configurations replacing 1M+ manual pricing structures across government, group-buying, and B2B channels

  • Delivery: Program completed in 11 months total despite the mid-program transition

Manufacturing

Production Cycle Times Cut 60% as HVAC Manufacturer Replaces Broken Spreadsheet Systems

Client Impact Results

  • Cycle Times: Production cycle times reduced by 60%

  • Accuracy: Planning and scheduling accuracy increased above 99%

  • Modernization: Excel/Access/Word workarounds replaced by lean OTC and manufacturing processes

Manufacturing

MRP Push Meets Lean Pull: Throughput Up 90%+ for Belt Manufacturer in Quality Crisis

Client Impact Results

  • Throughput: Increased over 90%

  • Raw Material Accuracy: Above 98%

  • Delivery: Quality and missed-delivery crisis resolved in 6 months

Manufacturing

Federal Suspension Averted: ERP Live in Under 2 Months for Military Manufacturing Contractor

Client Impact Results

  • Go-Live: MS Dynamics GP live in under 2 months

  • Risk: Federal fines and suspension averted

Manufacturing

PE-Backed Turnaround: Custom Manufacturing SaaS Eliminates 97%+ of Data Issues in Under 5 Months

Client Impact Results

  • Data Issues: Over 97% eliminated, resolving major material shortages

  • Customers: Chargebacks and product-delay crisis with primary customers resolved

  • Timeline: Stabilization in 1 month; production SaaS in under 5

Manufacturing

Complete Cost Visibility for the First Time in 30+ Years — Pre-Sale Transformation in 3 Months

Client Impact Results

  • Cost Structures: Accurately tracked and managed for the first time in 30+ years

  • Production: Output matched to demand, ending out-of-control quantities and cost

Retail

Global Outsourced Production Proven Feasible in One Month for Boutique Textile House

Client Impact Results

  • Feasibility: Demonstrated a workable systems model for complex multi-country outsourced production — on time, on budget

Manufacturing

Machine Learning Disproves "Every Job Is Unique": 5 Production Profiles Found in Millions of Records

Client Impact Results

  • Result: Null hypothesis rejected — 5 core profiles generated by ML now anchor the proposed CPQ application

  • Adoption: Future-state QTC and PLM approved by C-level and departmental leadership

Healthcare

Data Conversion in 2 Weeks vs. 3 FTE-Years Estimated; ABC Analysis Surfaces $5M+ in Cost Recovery

Client Impact Results

  • Conversion Speed: Under 2 weeks vs. 3 FTE-years estimated; launch on time and on budget

  • Integration: Inter-company process costs reduced ~85%; 100% bulk raw material availability

  • Cost Recovery: Over $5M identified — an unprofitable product line and an unprofitable market channel exposed by the Whale Curve

Manufacturing

The Most Valuable Recommendation: Don’t Do It — Cost Model Stops a Global ERP Misadventure

Client Impact Results

  • Decision: Executive Committee abandoned the replacement program based on projected total cost — honest advisory that saved the client from a failed initiative

Manufacturing

Global Pricing Framework the CEO Called "Some of the Best Work to Come Across Her Desk"

Client Impact Results

  • Executive Adoption: Framework anchored the CEO strategy session — "some of the best work to come across her desk" per the Global Pricing Leader

Food & Beverage

Day 2 Carve-Out Advisory: Standing Up a Divested Pet Food Business Against a TSA Clock

Client Impact Results

  • Delivery: Roadmaps delivered against the TSA timeline; specific outcomes NDA-protected

Technology

TMO Co-Management of a Major Carve-Out: 20+ Workstreams, 5 New Entities, 100+ Applications

Client Impact Results

  • Outcome: Five entities stood up with 100+ applications; TSA exit tracking operationalized

  • Savings: Millions in additional fees avoided for the PE client through risk mitigations (amount NDA-protected)

Healthcare

669 Weighted Requirements, 3 Platforms, One Defensible Decision: Enterprise Selection for PE-Backed MSO

Client Impact Results

  • Requirements: 669+ weighted across 12+ process domains and all affiliates

  • Evaluation: 3 enterprise SaaS platforms scored quantitatively and qualitatively

  • Financials: Complete NPV/IRR/TCO model with phased timeline

  • Deliverable: CTO-endorsed business case and consolidation plan with implementation roadmap

Featured Client Cases

Industries

With over three decades of driving transformations, my expertise spans diverse sectors.
 
I have delivered significant results within Private Equity, Manufacturing, Technology (ERP, SaaS & Services), and Distribution & Supply Chain, bringing cross-industry insights and tailored solutions to complex challenges.

From Ambiguity to Reality. Tangible results that move the needle!

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AI & Business Transformation Insights for Informed Decision-Making

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