AntLink: A Biomimicry-Orientated System for Workflow Improvement at an Automobile Aftersales Service Centre

The South African automotive industry is under increasing pressure to improve the operational efficiency and sustainability of its aftersales services. Biomimicry was applied to enhance maintenance, repair and waste management processes at a medium-sized Western Cape dealership. Although overall customer satisfaction scores were high, significant gaps were identified between customer treatment ratings and satisfaction with repair quality, indicating inefficiencies in service delivery. Repeat customer complaints persisted due to diagnostic errors, inconsistent repair quality, and lack of innovative sustainable waste practices. The Biomimicry Challenge to Biology methodology guided the research. Root cause analysis tools (Business Process Mapping, Why-Why trees, and Fishbone Diagrams) identified seven functional requirements, mapped to the Biomimicry Taxonomy to derive nature-inspired design principles. Three biomimicry concepts were generated and evaluated using the Analytic Hierarchy Process; the highest-ranking concept, Decentralised Resource Distribution Inspired by Ant Colonies, was emulated into AntLink, a digital system that replaces rigid hierarchy with a collaborative, real-time “digital pheromone trail” linking managers, service advisors and technicians. Verification confirmed that AntLink satisfied all functional requirements, including first-time repair resolution targets, standardised diagnostic checklists for recurring processes, and waste category monitoring. Validation combined stakeholder surveys across operational roles, showing overall positive consensus with good agreement on functional requirement alignment, and an assessment against Biomimicry 3.8’s Life’s Principles confirmed conceptual alignment with resilience, adaptability and sustainability. AntLink illustrates a practical route for translating nature-inspired design into measurable operational and environmental gains in the automotive aftersales sector.

Authors

Institutions

Publication Details

Journal
Biomimetics
Published
2026-10-19
DOI
https://doi.org/10.3390/biomimetics11100756
Primary Topic
Sustainable Design and Development
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AntLink: A Biomimicry-Orientated System for Workflow Improvement at an Automobile Aftersales Service Centre

Edward Davies, Meelan Roopa, Carla Du Plessis
Biomimetics
Sustainable Design and Development
article

AntLink: A Biomimicry-Orientated System for Workflow Improvement at an Automobile Aftersales Service Centre

Edward Davies, Meelan Roopa, Carla Du Plessis
article en

Abstract

The South African automotive industry is under increasing pressure to improve the operational efficiency and sustainability of its aftersales services. Biomimicry was applied to enhance maintenance, repair and waste management processes at a medium-sized Western Cape dealership. Although overall customer satisfaction scores were high, significant gaps were identified between customer treatment ratings and satisfaction with repair quality, indicating inefficiencies in service delivery. Repeat customer complaints persisted due to diagnostic errors, inconsistent repair quality, and lack of innovative sustainable waste practices. The Biomimicry Challenge to Biology methodology guided the research. Root cause analysis tools (Business Process Mapping, Why-Why trees, and Fishbone Diagrams) identified seven functional requirements, mapped to the Biomimicry Taxonomy to derive nature-inspired design principles. Three biomimicry concepts were generated and evaluated using the Analytic Hierarchy Process; the highest-ranking concept, Decentralised Resource Distribution Inspired by Ant Colonies, was emulated into AntLink, a digital system that replaces rigid hierarchy with a collaborative, real-time “digital pheromone trail” linking managers, service advisors and technicians. Verification confirmed that AntLink satisfied all functional requirements, including first-time repair resolution targets, standardised diagnostic checklists for recurring processes, and waste category monitoring. Validation combined stakeholder surveys across operational roles, showing overall positive consensus with good agreement on functional requirement alignment, and an assessment against Biomimicry 3.8’s Life’s Principles confirmed conceptual alignment with resilience, adaptability and sustainability. AntLink illustrates a practical route for translating nature-inspired design into measurable operational and environmental gains in the automotive aftersales sector.

BiomimeticsVol. 11(10)
Stellenbosch University (ZA)
Openalex Percentile: Top 15%
Sustainable Design and Development
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.