Reclaiming Relevance: A New Agenda for Business Anthropology in the Age of AI
DOI:
https://doi.org/10.22439/jba.v15i1.7815Abstract
Anthropology faces a dual challenge in the age of artificial intelligence (AI): integrating computation while maintaining disciplinary rigor and distinctness, as well as reclaiming public relevance. To situate these challenges, we trace a relevance gap driven by retreat from public storytelling and the rise of AI‑enabled mimicry. We argue that business anthropology offers a key for disciplinary adaptation and a blueprint for public impact. Drawing on documented experiments primarily from the context of the United States such as computational scaffolding, agile ethnography, interpretive “data friction,” and provenance‑tracked AI-ethnographer collaboration, we demonstrate how anthropologists can scale insight while preserving meaning, accountability, and context. We contend that maintaining competency and relevance in increasingly AI‑mediated societies requires not only methodological reallocation, but also accessible public storytelling that make anthropological insights legible to non‑experts.
References
Abrahamson, E. and Fairchild, G. (1999). “Management Fashion: Lifecycles, Triggers, and Collective Learning Processes.” Administrative Science Quarterly 44(4): 708-740. https://doi.org/10.2307/2667053
Amodei, D. (2024). “Machines of Loving Grace: How AI Could Transform the World for the Better” (October). https://www.darioamodei.com/essay/machines-of-loving-grace
Artz, M. (2023). “The Digital Turn in Business Anthropology.” Journal of Business Anthropology 12(1): 78-91. https://doi.org/10.22439/jba.v12i1.6919
Bélisle-Pipon, J.-C. (2024). “Why We Need to Be Careful with LLMs in Medicine.” Frontiers in Medicine 11: 1495582. https://doi.org/10.3389/fmed.2024.1495582
Benedict, R. (1946). The Chrysanthemum and the Sword: Patterns of Japanese Culture. Boston: Houghton Mifflin Company.
Boas, F. (1928). Anthropology and Modern Life. New York: W. W. Norton.
Borofsky, R. (2000). “Public Anthropology: Where to? What Next?” Anthropology News 41(5): 9-10. https://doi.org/10.1111/an.2000.41.5.9
Borofsky, R. (2011). Why a Public Anthropology? Honolulu: Center for a Public Anthropology.
Briody, E. K., Gamwell, A., Surles, P., Aiken, J., and Lehman, D. (2023). “Ten Things about the Public Stage.” Anthropology News (February 8). https://www.anthropology-news.org/articles/ten-things-about-the-public-stage/
Brockmann, H., Drews, W., and Torpey, J. (2021). “A Class for Itself? On the Worldviews of the New Tech Elite.” PLoS ONE 16(1): e0244071. https://doi.org/10.1371/journal.pone.0244071
Brooks, D. (2011). The Social Animal: The Hidden Sources of Love, Character, and Achievement. New York: Random House.
Casal, J. E. and Kessler, M. (2023). “Can Linguists Distinguish Between ChatGPT/AI and Human Writing? A Study of Research Ethics and Academic Publishing.” Research Methods in Applied Linguistics 2(3): 100068. https://doi.org/10.1016/j.rmal.2023.100068
Cefkin, M. (ed.) (2009). Ethnography and the Corporate Encounter: Reflections on Research in and of Corporations. Oxford: Berghahn Books. https://doi.org/10.3167/9781845455989
Center for a Public Anthropology (2020). “About.” https://www.publicanthropology.org/about/
Cheney-Lippold, J. (2025). “The Silicon Future.” New Media & Society 27(7): 4164-4180. https://doi.org/10.1177/14614448241234864
Clark, T. (2004). “The Fashion of Management Fashion: A Surge Too Far?” Organization 11(2): 297-306. https://doi.org/10.1177/1350508404030659
Collins, H. and Evans, R. (2007). Rethinking Expertise. Chicago: University of Chicago Press. https://doi.org/10.7208/chicago/9780226113623.001.0001
Creech, B. and Maddox, J. (2024). “Thus Spoke Zuckerberg: Journalistic Discourse, Executive Personae, and the Personalization of Tech Industry Power.” New Media & Society 26(7): 4201-4218. https://doi.org/10.1177/14614448221116344
Evans, B. (2016). “Paco: Applying Computational Methods to Scale Qualitative Methods.” Ethnographic Praxis in Industry Conference Proceedings: 348-368. https://doi.org/10.1111/1559-8918.2016.01095
Farquhar, S., Kossen, J., Kuhn, L., and Gal, Y. (2024). “Detecting Hallucinations in Large Language Models Using Semantic Entropy.” Nature 630: 625-630. https://doi.org/10.1038/s41586-024-07421-0
Federal Reserve Bank of New York (2025). “Labor Market Outcomes by College Major.” https://www.newyorkfed.org/research/college-labor-market#--:explore:unemployment
Feher, K. and Demeter, M. C. (2025). “Generative Knowledge Production Pipeline Driven by Academic Influencers.” arXiv: 2505.24681. https://doi.org/10.48550/arXiv.2505.24681
Fincham, R. (1999). “The Consultant-Client Relationship: Critical Perspectives on the Management of Organizational Change.” Journal of Management Studies 36(3): 335-351. https://doi.org/10.1111/1467-6486.00139
Fleckenstein, J., Meyer, J., Jansen, T., Keller, S. D., Köller, O., and Möller, J. (2024). “Do Teachers Spot AI? Evaluating the Detectability of AI-Generated Texts among Student Essays.” Computers and Education: Artificial Intelligence 6: 100209. https://doi.org/10.1016/j.caeai.2024.100209
Gamwell, A. (2025). This Anthro Life Podcast. https://www.thisanthrolife.org
Gamwell, A., Briody, E. K., Surles, P., Aiken, J., and Lehman, D. (2023). “Anthropologists on the Public Stage.” https://www.anthrocurious.com/courses
Gladwell, M. (2000). The Tipping Point: How Little Things Can Make a Big Difference. New York: Little, Brown.
Gladwell, M. (2008). Outliers: The Story of Success. New York: Little, Brown.
Govia, L. (2020). “Coproduction, Ethics and Artificial Intelligence: A Perspective from Cultural Anthropology.” Journal of Digital Social Research 2(3): 42-64. https://doi.org/10.33621/jdsr.v2i3.53
Gutiérrez‑Caneda, B., Lindén, C.‑G., and Vázquez‑Herrero, J. (2024). “Ethics and Journalistic Challenges in the Age of Artificial Intelligence: Talking with Professionals and Experts.” Frontiers in Communication 9: 1465178. https://doi.org/10.3389/fcomm.2024.1465178
Höllerer, M. A., Jancsary, D., and Meyer, R. E. (2018). “‘A Picture Is Worth a Thousand Words’: Multimodal Sensemaking of the Global Financial Crisis.” Organization Studies 39(5-6): 617-644. https://doi.org/10.1177/0170840618765019
InformationWeek (2025). “Tech Company Layoffs: The Post-Pandemic Correction Meets AI Realignment” (September 14). https://www.informationweek.com/it-leadership/tech-company-layoffs-the-covid-tech-bubble-bursts-sep-14
Jordan, A. T. (2013). Business Anthropology. Long Grove, IL: Waveland Press.
Keegan, A. and Meijerink, J. (2025). “Algorithmic Management in Organizations? From Edge Case to Center Stage.” Annual Review of Organizational Psychology and Organizational Behavior 12: 395-422. https://doi.org/10.1146/annurev-orgpsych-110622-070928
Lamphere, L. (2004). “The Convergence of Applied, Practicing, and Public Anthropology in the 21st Century.” Human Organization 63(4): 431-443. https://doi.org/10.17730/humo.63.4.y14pe24v7ekyklyp
Lorenzini, G., Arbelaez Ossa, L., Milford, S. R., Elger, B., Shaw, D., and De Clercq, E. (2024). “The ‘Magical Theory’ of AI in Medicine: Thematic Narrative Analysis.” JMIR AI 3: e49795. https://doi.org/10.2196/49795
Lutkehaus, N. (2008). Margaret Mead: The Making of an American Icon. Princeton, NJ: Princeton University Press. https://doi.org/10.1515/9780691190273
Madsen, A. K., Munk, A. K, and Søltoft, J. I. (2023). “Friction by Machine: How to Slow Down Reasoning with Computational Methods.” Ethnographic Praxis in Industry Conference Proceedings: 198-220. https://doi.org/10.1111/epic.12153
Mead, M. (1928). Coming of Age in Samoa: A Psychological Study of Primitive Youth for Western Civilisation. New York: William Morrow and Co.
Morais, R. J. and Malefyt, T. d. W. (2010). Advertising and Anthropology: Ethnographic Practice and Cultural Perspectives. New York: Berg.
Pink, S. and Horst, H. A. (2017). “Digital Ethnography.” In L. Hjorth, H. Horst, A. Galloway, and G. Bell (eds.), The Routledge Companion to Digital Ethnography (pp. 19-27). London: Routledge.
Polak, P. and Anshari, M. (2024). “Exploring the Multifaceted Impacts of Artificial Intelligence on Public Organizations, Business, and Society.” Humanities and Social Science Communications 11: 1373. https://doi.org/10.1057/s41599-024-03913-6
Sapignoli, M. (2021). “Anthropology and the AI‑Turn in Global Governance.” AJIL Unbound 115: 38-43. https://doi.org/10.1017/aju.2021.38
Scheper‑Hughes, N. (2009). “Making Anthropology Public.” Anthropology Today 25(4): 1-3. https://doi.org/10.1111/j.1467-8322.2009.00674.x
Sunderland, P. and Denny, R. (2007). Doing Anthropology in Consumer Research. Walnut Creek, CA: Left Coast Press.
Tacheva, Z., Appedu, P., and Wright, S. (2025). “AI as ‘Unstoppable’ and Other Inevitability Narratives in Tech.” AoIR Selected Papers of Internet Research. https://doi.org/10.5210/spir.v2024i0.14064
Tambini, D. (2010). “What Are Financial Journalists For?” Journalism Studies 11(2): 158-174. https://doi.org/10.1080/14616700903378661
Visual Capitalist (2025). “Ranked: The 20 Worst College Degrees for Finding a Job” (June 4). https://www.visualcapitalist.com/ranked-the-20-worst-college-degrees-for-finding-a-job/
Walsh, S. and Pallas‑Brink, J. (2025). “The Ethnographer in the Machine: Everyday Experiences with AI‑Enabled Data Analysis.” Ethnographic Praxis in Industry Conference Proceedings: 512-528. https://doi.org/10.1111/epic.12185
Welker, M., Partridge, D. J., and Hardin, R. (eds.) (2011). Corporate Lives: New Perspectives on the Social Life of the Corporate Form. Oxford: Berghahn Books. https://doi.org/10.1086/657907
Yury, C. (2016). “Breaking It Down: Integrating Agile Methods and Ethnographic Praxis.” Ethnographic Praxis in Industry Conference. https://www.epicpeople.org/breaking-it-down-integrating-agile-methods-and-ethnographic-praxis/
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