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All Journal Journal The Winners Sistemasi: Jurnal Sistem Informasi JURNAL PENDIDIKAN TAMBUSAI Teknika Jurnal Abdimas Bina Bangsa Komatika: Jurnal Pengabdian Kepada Masyarakat Jurnal Ilmiah Telsinas Elektro, Sipil dan Teknik Informasi Konstelasi: Konvergensi Teknologi dan Sistem Informasi Al-DYAS : Jurnal Inovasi dan Pengabdian kepada Masyarakat LOGIC : Jurnal Ilmu Komputer dan Pendidikan INFOTIKA: Jurnal Pendidikan Informatika Scientica: Jurnal Ilmiah Sains dan Teknologi Kohesi: Jurnal Sains dan Teknologi Journal of Digital Community Services SISFOTENIKA Jurnal Ilmu Komputer dan Informatika ILKOMEDIA: Jurnal Ilmu Komputer dan Multimedia Jurnal Bisnis Digital dan Enterpreneur (BISENTER)
Rizky Basatha
Institut Informatika Indonesia Surabaya
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Social Sciences Other

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Journal : SISFOTENIKA

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The Optimisation of Stock Management: Design of an AI-Driven Inventory System Putra, Cendra Devayana; Utami, Ardhini Warih; Dwi, I Kadek; Prayoga, Riza Akhsani Setyo; Basatha, Rizky; Muhammad Sonhaji Akbar
SISFOTENIKA Vol. 15 No. 2 (2025): SISFOTENIKA
Publisher : STMIK PONTIANAK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30700/sisfotenika.v15i2.543

Abstract

The frozen food industry has witnessed remarkable growth in recent years, driven by increasing urbanization and the demand for convenient, ready-to-eat meals. Despite this upward trend, many businesses in the sector struggle with inefficient stock management, particularly in forecasting daily demand due to fluctuating consumer behavior and unpredictable external factors. This study proposes an end-to-end artificial intelligence-based stock forecasting system aimed at optimizing inventory management for frozen food businesses. By adopting the Design Thinking approach, this research places users—both consumers and internal stakeholders—at the center of the problem-solving process to uncover key operational pain points. The study explores recent technological advancements, including augmented reality, RFID, and blockchain, and integrates them into a practical framework tailored to small and medium enterprises (SMEs). Through qualitative analysis and system prototyping, the research identifies essential features for an intelligent stock management system and demonstrates how a user-centric approach can drive innovation and improve business performance. The findings offer valuable insights into the development of adaptive, data-driven solutions in the rapidly evolving frozen food sector.
Co-Authors Abdillah, Ramadhan Abdillah, Rifqi Adha, Nadya Atiqah Adzkiya', Refina Faisyatul Afriza, Yayang Barru Ainur Rofiq Akbar, Muhammad Sonhaji Alexander Wirapraja Amri, Fakhrudin Rifki Andreas Krisopras Anike Putri, Maridho Anistyasari, Yeni Annisa, Baita Hikmah Arby, Aisyah Lintang Zakiyya Ardhani, Nandhana Ardhini Warih Utami, Ardhini Warih Ardiningtyas, Novi Arnold Hosea Dermawan Aswana, Hamdi Ahnaf Ayuni, Cintya Ratna Ayuningtyas, Pinasthi Azzahra, Rika Ichsani Bagus, Ahmad Dhaby S. BAMBANG SUJATMIKO Bhramantyo, Achileus Danatha Boniface Boliona Badilangoe Keraf Briantito Adiwena Cinthya, Monica Dinanti, Anastasya Aprilla Eka Divansyah, Reza Choirudin Dwi Aprilliani, Rahma Dwi, I Kadek Eddy Triswanto Setyoadi Edwin Meinardi Trianto Elfaiz, Ersha Aisyah Faadihilah, Daffa Bayu Fadhilah, Siti Nur Fajarwati, Ayu Naila Febianti, Nabila Putri Ferdiansyah, Erik Firzatullah, Aurelia Inayah, Sathiul Kafa, Sarah Hidiana Kurniawan, Donny Andika Manggaetan, Fanny Megawati Mohammad Wildan Habibi, Mohammad Wildan Muhammad Sonhaji Akbar Nabil Ghulam Marzouk Nour El Ein, Muhammed Nanda Azizah, Sheyla Negara, Ibtihal Althea Apta Ningrum, Aliva Wahyu Nisa Dwi Septiyanti Novi Tri Hariyanti Pangestu, Dimas Puji Panggabean, Teresa Pratama, Bintang Arya Putra Pratama, Muhammad Aji Yoga Pratama, Muhammad Angga Pratama, Refiansyah Galuh Rdha Prawisty, Amanda Velira Putra, Cendra Devayana Putra, Julio Anggara Putri, Amelia Nadhiva Rinda Ramadhan, Rakha Adyatma Ramadhani, Amaliya Izzah Raymond Sutjiadi Reassa Revita Salma, La Reinaldo, Nicholas Galih Riza Akhsani Setyo Prayoga Rohmah, Nafa Ur Roisatu Romadhona , Fitri SALSABILA, FAIRUZ Salsavita, Niken Santoso, Lana Zelda Savitri Sari, Amel Putri Fatika Sena, I Gede Wiarta Seytawardani, Latifah Agustina Shafara, Amanda Haikal Soedargo, David Saputra Octadianto Syahra, Ayu Aisyah Fatimatu Tiara Ningtyas, Anandita Timothy John Pattiasina Titasari Rahmawati Wardani, Aldita Safira Setya Wati, Claria Privana Ratna Wibawa, Ramadhan Cakra Wulandari, Novi Fitria Yandi, Khoiru Alfi Syahri