Human Consultant: "Will AI k*ll my company?" | The Vietnam Dispatch | EP 01

Key Concepts

• Generative AI in Consulting: The impact of AI on the consulting industry, specifically its ability to automate tasks previously requiring significant human effort.
• AI Augmentation vs. Replacement: The perspective that AI will enhance, not replace, human consultants.
• Human Capabilities: The enduring importance of intuition, creativity, critical thinking, and communication skills in consulting.
• Data Validation & Interpretation: The continued need for human oversight to ensure the accuracy and relevance of AI-generated insights.
• Hybrid Consulting Model: The future of consulting involving a combination of human consultants and AI tools/agents.

The Disruption of Consulting by Generative AI

The consulting industry, traditionally reliant on human intellect and trust, is undergoing a significant disruption due to the emergence of generative Artificial Intelligence (AI). The core challenge presented by AI isn’t simply a change in tools, but a questioning of the fundamental value proposition of consulting firms like McKinsey. AI can now perform tasks – research, analysis, and even initial strategy drafting – in a fraction of the time previously required by consulting teams. This rapid acceleration necessitates a re-evaluation of how consulting firms create value.

AI as an Augmentation Tool, Not a Replacement

Bruce, the Managing Partner for McKinsey in Vietnam, emphasizes a balanced perspective, aligning with the core argument of the article he references. He asserts that AI’s primary role is to augment human capabilities, providing consultants with enhanced tools and access to information. He explicitly states, “AI is here to augment human capabilities and give them the tools and the information they need… but they’re not replacing human and human will continue to… are the one that comes with the intuition, the creativity and the ability to make sense of hypothesis and data and also communicate with others.” This viewpoint directly counters the narrative of complete job displacement.

Impact Across Consulting Areas

The impact of AI is pervasive, extending across all areas of consulting. This includes strategy consulting, operations and productivity improvements, customer interaction management, and even accelerating software engineering processes. However, the degree to which AI can independently contribute varies. Bruce highlights that while AI can significantly accelerate initial stages, human expertise remains crucial.

The Shift in the Consulting Workflow

Previously, consultants spent considerable time gathering and validating data, a process that was both time-consuming and resource-intensive. AI now shortcuts this initial phase, providing a “head start” by rapidly aggregating and interpreting data. However, this acceleration necessitates a renewed focus on data validation and ensuring relevance. As Bruce explains, “Now a lot is shortcut through AI but you still have that bit which is important to to make sure is uh true and relevant.” Organizations are increasingly utilizing AI tools to gain insights into specific markets and industries, but these insights are incomplete without human contextualization.

Developing Original Perspectives & Strategic Crafting

McKinsey’s approach leverages AI to accelerate understanding, but ultimately relies on human consultants to develop “an original and different point of view.” The ability to synthesize information, identify nuances, and formulate disruptive strategies remains firmly within the realm of human expertise. Bruce underscores this point: “At the end of the day, humans are the one that craft what a disruptive strategy could be. Uh and the AI tool does not do that.” Humans retain the capacity to make sense of aggregated data, a skill AI currently lacks.

The Future Hybrid Consulting Model

The future of consulting, according to Bruce, will be characterized by a hybrid model. This model integrates human consultants with AI agents and tools. This represents a significant departure from the consulting landscape of 15-20 years ago, and the rise of Generative AI is accelerating this transformation globally, including in Vietnam.

AI’s Strengths: Data Aggregation & Simulation

Bruce explicitly acknowledges AI’s strengths, stating, “there is no doubt that AI by aggregating data, interpreting them, simulating outcomes and communic and and and shaping them for the right communications are wonderful tools and extremely powerful when it comes to understand a business problem.” However, he reiterates that these insights require “human experts and human intervention” to be truly meaningful.

Technical Terms:

• Generative AI: A type of artificial intelligence that can create new content, such as text, images, or code.
• Data Validation: The process of ensuring the accuracy and completeness of data.
• Data Aggregation: The process of gathering data from multiple sources into a single location.
• Hypothesis: A proposed explanation for a phenomenon.