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McKinsey in WSJ: how Big Consulting is adapting to the age of AI, and how Talbot West is already there
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McKinsey in WSJ: how Big Consulting is adapting to the age of AI, and how Talbot West is already there

Big Consulting is realizing that they can't continue to justify their billable-hour model for strategic analysis when AI delivers better analysis in minutes.
By Jacob Andra / Published August 13, 2025 
Last Updated: August 13, 2025

A recent Wall Street Journal article covers the dramatic reshuffling taking place in McKinsey as the firm tries to adapt to the age of AI. Big Consulting is realizing that they can't continue to justify their billable-hour model for strategic analysis when AI delivers better analysis in minutes.

In a parallel shift, clients are looking for partners who get into the trenches to do the work of digital transformation, rather than provide presentations and recommendations only.

Both trends—AI cannibalizing junior analyst roles and clients wanting more comprehensive help—have large consultancies scrambling to adapt.

You know who's not scrambling to adapt? Talbot West. We've anticipated the trends Big Consulting is adapting to, and we’ve built our business model on them. We're an agile, boutique, AI-native partner that delivers across the full spectrum of AI enablement. From strategic roadmapping and workforce training to hands-on implementation and governance frameworks, we don't just tell clients what to do; we work alongside them to get it done.

Main takeaways
One team owns your entire AI journey from roadmap to results.
Dual-fluency partners. We speak techical and business equally well.  
We start with where you are in your AI journey and evolve you from there.
Consultants who've scaled real solutions, not fresh MBAs.
The closer you get to total organizational intelligence, the bigger your competitive advantage.
Let's work together

The complete partner model

Traditional consulting carved the world into artificial boundaries. Strategy firms produced PowerPoints. Implementation shops wrote code. Training companies ran workshops. Nobody owned the full journey from assessment to results.

Today, AI touches every function, every process, every decision. Organizations need partners who can assess their AI readiness, train their teams, architect highly customized solutions, and develop governance strategies.

When these capabilities come from different vendors, critical context gets lost at every handoff.

  • The strategy team doesn't understand your technical constraints.
  • The implementation team doesn't grasp your business priorities.
  • The training provider doesn't understand your systems and processes.
  • The software developer doesn't get your organizational culture and change management needs.

Each transition creates gaps where initiatives stall, budgets balloon, and vision gets compromised.

A single partner eliminates these gaps. Strategic insights inform implementation decisions in real time. Technical discoveries reshape strategy. Training aligns with the tools being deployed. Governance evolves with your actual capabilities, not theoretical frameworks. This continuity accelerates every phase while ensuring nothing falls through the cracks.

Talbot West operates across this entire spectrum because we recognize that strategy and execution exist on a seamless continuum. The best strategic insight emerges during implementation. The most effective implementations reflect strategic thinking at every level. Treating these as separate disciplines creates dangerous gaps where initiatives fail.

Real-world experience drives results

Big consulting firms traditionally recruit fresh MBAs who learn through case studies and frameworks. These bright graduates bring analytical skills but often lack hands-on operational experience.

Talbot West consultants have years of real-world experience in business management, applied AI, and systems architecture. They've driven organizational growth, built and led high-performing teams, and pioneered technical solutions that actually scaled.

Bridging the divides

Big consulting built its model on separation. Separate strategy from execution. Separate business from technology. These divisions created profitable specialization but left clients to manage the gaps. Talbot West operates across these boundaries, delivering seamless partnership where others require coordination.

Technical capabilities meet business needs

Big consulting excels at market analysis, organizational design, and financial modeling. When technical work is needed, these firms bring in specialists or partner companies. Business consultants develop requirements. Technical teams interpret them. Each side speaks its own language, requiring constant translation.

AI initiatives demand fluency in both domains. You can't assess AI opportunities without understanding technical constraints. You can't architect solutions without grasping business implications. Talbot West consultants operate natively in both worlds. We can design a complex RAG system and model its financial impact. We understand kubernetes clusters and cash flow statements with equal depth. This dual fluency accelerates every conversation and ensures technical decisions align with business objectives.

Strategy flows into execution

Traditional consulting treats strategy and implementation as distinct phases. First, analyze and recommend. Then, hand off for execution. This model assumes clear boundaries that no longer exist. Today's best strategies emerge during implementation. Real-world constraints reshape theoretical plans. Early wins inform next steps.

Talbot West treats strategy and execution as a continuous flow. The same team that develops your AI roadmap builds your first implementation. Insights from deployment immediately refine strategy. Technical discoveries open new strategic possibilities. This seamless approach means faster pivots, fewer surprises, and strategies grounded in operational reality.

Meeting organizations where they are

Every organization sits at a different point on the AI maturity curve. Some companies are only beginning to explore document summarization with ChatGPT or equivalent large language model. Others have an internal AI exploration team that dabbles with a range of AI tools but lacks a comprehensive strategy to lead the company to total organizational intelligence. Still others have clear priorities for AI but aren’t certain how to implement.

The right partner adapts to these realities rather than forcing a predetermined approach. For organizations just beginning their AI journey, we might start with executive education and practical training on commercial AI tools. These sessions often unlock immediate productivity gains while building foundational understanding.

For companies ready to move faster, we deploy our APEX framework to identify and prioritize high-impact initiatives. This delivers a clear roadmap that balances quick wins with strategic transformation.

When organizations need technical solutions, we deliver across the full complexity spectrum. Simple automation might solve the problem. Or you might need a RAG system to activate your knowledge base. Complex workflows might require our Cognitive Hive AI (CHAI) architecture, which orchestrates multiple AI capabilities into integrated solutions.

Why Talbot West is uniquely positioned to serve the middle market and enterprise

Our 5-year thesis claims that by 2030, every competitive organization will be AI-enabled end-to-end. This is the logical endpoint of the trends already reshaping business.

Middle market and enterprise organizations need the right partner in this massive restructuring of their technical architecture and workflows. Unlike startups, they can't rebuild from scratch. Unlike Fortune 50 companies, they can't throw unlimited resources at digital transformation.

Talbot West was built specifically for these realities. Our boutique size means agility and personalized attention, not junior associates learning on your dime. Our technical depth means we build what works, not what looks impressive in presentations. Our business experience means we understand budgets, timelines, and organizational dynamics.

Most importantly, we eliminate the gaps that kill transformation initiatives. One team owns your journey from strategy through implementation. Technical and business expertise converge in every decision. Quick wins fund bigger transformations. Each success builds capability for the next challenge.

The window for competitive AI advantage is narrowing. Organizations that achieve comprehensive intelligence will outcompete those stuck in paralysis. If there’s anything more expensive than a bad tech decision, it’s indecision. Talbot West guides you to minimize both.

Ready to begin your journey?

We’ll help you see both the big picture and the tactical steps that deliver value today while establishing a competitive position for tomorrow.

Let's work together

About the author

Jacob Andra is the CEO of Talbot West as well as of BizForesight, an AI-powered M&A platform built and partially owned by Talbot West. He serves on the board of 47G, a Utah-based public-private aerospace and defense consortium. He spends his time pushing the limits of what AI can accomplish, especially in high-stakes use cases. Jacob also writes and publishes extensively on the intersection of AI, enterprise, economics, and policy, covering topics such as explainability, responsible AI, gray zone warfare, and more.
Jacob Andra

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Talbot West brings Fortune-500-level consulting and business process discovery to the mid-market. We then implement cutting-edge AI solutions for our clients. 

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