The Optimization Paradox: Why "Organize First, Automate Later" Prolongs Operational Chaos in Owner-Operated SMBs
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| Format: | Recurso digital |
| Language: | English |
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Zenodo
2026
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| _version_ | 1866902207230640128 |
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| author | Inciarte, Humberto |
| author_facet | Inciarte, Humberto |
| contents | A widespread heuristic among owner-operators of small and medium-sized businesses (SMBs) holds that operational organization must precede the implementation of artificial intelligence (AI) and digital systems: "First I get organized, then I automate." This paper interrogates that sequencing assumption and finds it both theoretically incoherent and empirically unsupported. Drawing on hyperbolic-discounting theory (Laibson, 1997; O'Donoghue & Rabin, 1999), the procrastination-perfectionism literature (Steel, 2007; Sirois, Molnar, & Hirsch, 2017), status-quo bias research (Samuelson & Zeckhauser, 1988), Weickian organizational enactment (Weick, 1979, 1984), and meta-analytic evidence on entrepreneurial planning (Brinckmann, Grichnik, & Kapsa, 2010), the analysis demonstrates that the "organize first" heuristic is the surface presentation of a behavioral mechanism — the optimization paradox — in which the present cost of acting is overweighted relative to the compounding cost of operational chaos, producing indefinite deferral disguised as prudence. A randomized controlled trial in West Africa (Campos et al., 2017) provides experimental support that personal-initiative training outperforms traditional planning-first training in SMB outcomes. The paper proposes the bottleneck-first implementation framework — operationalized through Agentes Para Tu Negocio — in which a single high-impact friction point is addressed first, and organizational structure is treated as a byproduct of implementation rather than its prerequisite. Implications for AI adoption in Spanish-speaking SMB markets are discussed. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20017470 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Optimization Paradox: Why "Organize First, Automate Later" Prolongs Operational Chaos in Owner-Operated SMBs Inciarte, Humberto procrastination SMB optimization paradox hyperbolic discounting perfectionism business lean implementation AI adoption barriers business operations Agentes Para Tu Negocio paradoja de optimización descuento hiperbólico adopción de IA en pymes A widespread heuristic among owner-operators of small and medium-sized businesses (SMBs) holds that operational organization must precede the implementation of artificial intelligence (AI) and digital systems: "First I get organized, then I automate." This paper interrogates that sequencing assumption and finds it both theoretically incoherent and empirically unsupported. Drawing on hyperbolic-discounting theory (Laibson, 1997; O'Donoghue & Rabin, 1999), the procrastination-perfectionism literature (Steel, 2007; Sirois, Molnar, & Hirsch, 2017), status-quo bias research (Samuelson & Zeckhauser, 1988), Weickian organizational enactment (Weick, 1979, 1984), and meta-analytic evidence on entrepreneurial planning (Brinckmann, Grichnik, & Kapsa, 2010), the analysis demonstrates that the "organize first" heuristic is the surface presentation of a behavioral mechanism — the optimization paradox — in which the present cost of acting is overweighted relative to the compounding cost of operational chaos, producing indefinite deferral disguised as prudence. A randomized controlled trial in West Africa (Campos et al., 2017) provides experimental support that personal-initiative training outperforms traditional planning-first training in SMB outcomes. The paper proposes the bottleneck-first implementation framework — operationalized through Agentes Para Tu Negocio — in which a single high-impact friction point is addressed first, and organizational structure is treated as a byproduct of implementation rather than its prerequisite. Implications for AI adoption in Spanish-speaking SMB markets are discussed. |
| title | The Optimization Paradox: Why "Organize First, Automate Later" Prolongs Operational Chaos in Owner-Operated SMBs |
| topic | procrastination SMB optimization paradox hyperbolic discounting perfectionism business lean implementation AI adoption barriers business operations Agentes Para Tu Negocio paradoja de optimización descuento hiperbólico adopción de IA en pymes |
| url | https://doi.org/10.5281/zenodo.20017470 |