AI-Enabled Strategy & Transformation

AI-Enabled Strategy.
Operator-Grade Execution.

Barnwell Advisory helps executives, public-sector leaders, small businesses, and prime partners turn AI ambition into practical roadmaps, operating model changes, and measurable performance results.

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$40M+
Logistics Savings
$75M+
Procurement Value
$45M+
Operational Uplift
Veteran
Owned
Disciplined Delivery
Proof
Representative outcomes across logistics, procurement, operations, and transformation.
Discipline
Veteran-owned advisory culture: clear mission, accountable execution, measurable results.
AI Adoption
Practical roadmaps that connect use cases, data readiness, governance, and business value.
Operator Led
Advice shaped by leaders who have run complex operations, not only studied them.

Why Barnwell Advisory

Credibility Built on Execution, Not Optics

The market does not need another advisory firm selling frameworks. BAG combines top-tier consulting discipline, operator credibility, practical AI adoption, and veteran-owned accountability to help leaders move from intent to measurable change.

01

Consulting Rigor Without Mega-Firm Overhead

Structured problem solving, executive communication, and analytical discipline applied in a focused advisory model built for speed, senior attention, and practical outcomes.

02

Operator and Veteran Credibility

Naval engineering, oil and gas operations, enterprise supply chains, and transformation delivery shape how we diagnose problems and build plans that survive real operating pressure.

03

AI and Transformation That Scale

AI adoption and technology modernization only matter when they change workflows, decisions, cost, speed, risk, or customer outcomes. We build the execution system around that standard.

Selected Results

What We Actually Deliver

Our engagements are measured in dollars and percentages, not slide decks. Below is a representative sample of outcomes we have delivered for clients in energy, logistics, and industrial sectors.

$40M+
Logistics Cost Savings
Multi-modal network redesign & carrier rationalization
$75M+
Procurement Value Captured
Category strategy, sourcing redesign & supplier consolidation
$45M+
Operational Uplift
Process transformation & performance management

Logistics Network Redesign

$40M+ in savings through network redesign, carrier rationalization, and operating cadence improvements across complex logistics flows.

Procurement Value Capture

$75M+ in value through category strategy, sourcing redesign, supplier consolidation, and clearer savings governance.

Operations Performance Lift

$45M+ in uplift through process transformation, KPI discipline, and leadership routines that sustained execution beyond the initial roadmap.

Figures reflect outcomes delivered by BAG's founder in prior operating and advisory roles. Client details remain confidential; individual outcomes vary by organization, scope, and starting conditions.

1
Diagnose the Real Problem
Rapid immersion, operations, financials, leadership, market. We identify root causes, not symptoms, within 3–4 weeks.
2
Design the Solution Architecture
Clear initiative roadmap with sequenced workstreams, ownership, and quantified value at stake, built to survive contact with reality.
3
Build & Enable
We work alongside your team, not above them, to build capability, redesign processes, and implement change that sticks.
4
Measure & Sustain
Governance structures, KPI dashboards, and leadership coaching to ensure the transformation holds long after we exit.

The Barnwell Approach

Strategy That Survives Contact With Reality

Most transformation efforts stall between strategy and execution. We bridge that gap with a disciplined methodology honed across leading global consulting firms, and frontline operations, from Naval propulsion plants to oil & gas refineries to global supply chains.

Our typical engagement generates a significant return on your advisory investment within 12–18 months. We define success metrics before work begins.

Energy & Industrials Operational Excellence Procurement Digital & AI Transformation
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Packaged Advisory Offers

Concrete Offers. Clear Outcomes.

Every BAG engagement is a defined offer with a clear scope and a measurable result, built around AI adoption, execution discipline, and value you can track.

AI Adoption Readiness Assessment

Assess use cases, data/process readiness, governance, talent, risk, and value potential before committing capital to tools or pilots.

Output: executive readiness scorecard and prioritized roadmap.

Executive AI Strategy Sprint

Translate AI ambition into a 60-90 day action plan with owners, business cases, adoption requirements, and governance decisions.

Output: board-ready AI adoption roadmap.

AI Operating Model Blueprint

Redesign workflows, decision rights, KPIs, and team routines so technology changes actually become operating performance.

Output: future-state operating model and implementation plan.

Procurement Value Capture

Identify and execute sourcing, supplier, logistics, and category opportunities that release margin and strengthen resilience.

Output: quantified value pipeline and execution governance.

GovCon Readiness & Capture Support

Help small businesses and partners prepare for registration, capability positioning, opportunity tracking, capture, and proposal discipline.

Output: GovCon readiness plan and pursuit pipeline.

Transformation Execution Office

Stand up governance, workstream cadence, milestone tracking, value capture, and executive dashboards for complex change programs.

Output: execution office and value tracking system.

Who We Help

Focused Pathways for Different Buyers

The homepage leads with one point of view, then gives each audience a credible way to see themselves in the BAG story.

Executives

AI-enabled performance improvement

For leaders who need strategy, operating model change, governance, and measurable results.

Public Sector

Modernization with accountability

For agencies and public-sector partners pursuing practical transformation, cost reduction, and service improvement.

Small Business

Readiness to compete and scale

For owners who need sharper positioning, AI adoption discipline, and operational maturity.

Prime Partners

Specialized advisory capacity

For primes that need veteran-owned, execution-focused support in strategy, operations, AI, and capture.

Primary Focus

Energy & Industrials, Where We Win

Deep sector expertise in the industries where operational complexity meets the highest value at stake.

Energy, Oil & Gas
Upstream · Midstream · Downstream
Energy, Oil & Gas
Operational strategy, cost reduction, and energy transition planning across the full value chain, from wellhead to distribution.
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Industrial & Manufacturing
Heavy Industry · Process Manufacturing
Industrial & Manufacturing
Supply chain optimization, digital transformation, and lean operations for heavy and process manufacturers under margin pressure.
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Utilities & Power
Grid Modernization · Renewable Transition
Utilities & Power
Grid modernization strategy, regulatory navigation, and the planning required to execute a credible renewable energy transition.
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Logistics & Transportation
Network Optimization · Cost Reduction
Logistics & Transportation
Network design, freight cost reduction, and last-mile optimization for complex multi-modal logistics and transportation operators.
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Private Equity
Portfolio Value Creation · Exit Readiness
Private Equity
Pre-deal diligence, 100-day value creation planning, and exit readiness advisory for PE sponsors and portfolio company leadership.
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Infrastructure & Capital Projects
Program Delivery · Risk Management
Infrastructure & Capital Projects
Program governance, schedule recovery, and risk management for large capital projects and public infrastructure programs.
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Government & Public Sector
Modernization · Cost Reduction
Government & Public Sector
Operational modernization, workforce transformation, and cost reduction for government agencies and public-sector enterprises.
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Technology & Digital
Scale · AI Enablement · Operations
Technology & Digital
AI strategy, digital transformation roadmaps, and operating model design for technology-led businesses scaling through complexity.
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AI Adoption Hub

Move from AI Experiments to Operating Impact

Most AI efforts stall because leaders start with tools before clarifying business value, process changes, data readiness, governance, and adoption. BAG brings discipline to the full adoption system.

Explore AI Adoption
1
Prioritize value-backed use cases
Tie AI to margin, speed, risk reduction, service quality, or decision effectiveness.
2
Assess readiness honestly
Evaluate data, workflows, governance, security, talent, and leadership alignment.
3
Build the roadmap
Sequence pilots, infrastructure, adoption, controls, and business-case milestones.
4
Stand up execution discipline
Track owners, milestones, risks, value capture, and operating cadence.

Veteran-Owned GovCon Pathway

Veteran-Owned Discipline, Applied to the Work

Barnwell Advisory is veteran-owned. That heritage shows up as discipline, mission focus, and operational accountability, and it makes us a ready partner for public-sector and prime-contractor work.

  • Strategy, operational excellence, procurement, AI adoption, and energy transition support, mapped to missions at agencies like DOE, the Navy, GSA, VA, TxDOT, and Texas DIR.
  • Federal and Texas contracting credentials in active setup: SAM.gov registration, SBA veteran certification, and Texas CMBL.
  • Prime-contractor teaming where you need specialized energy, industrial, procurement, or transformation capacity on a pursuit.
  • Veteran-owned accountability that public-sector and prime-contractor partners can rely on.
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Founder Credibility

From the Engine Room to the Boardroom

Dwayne Barnwell built his career where strategy either works or fails: shipboard engineering, oilfield operations, product leadership, operating-company transformation, and top-tier advisory work. His experience spans the U.S. Navy, SLB, Weatherford, NOV, Black Gold Rental Tools, McKinsey & Company, and Point B.

BAG exists because clients need more than frameworks. They need advisory judgment grounded in operating reality, disciplined execution, and accountability for measurable outcomes.

Veteran OwnedNaval EngineerEnergy OperatorStrategy Trained
Read the Founder Story

Ready to Turn AI Ambition Into Measurable Execution?

Start with a practical conversation about use cases, readiness, operating model gaps, and the value at stake.

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Insights & Thought Leadership

Executive Briefs, Not Blog Filler

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