21 results
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HLXiON δ Ω Intent Σ Logic Ψ Synth Π Reason Γ Memory Processing: startup
iON AI Synthesis
The startup ecosystem is increasingly evaluated through global rankings that measure innovation, performance, and resource strength, influencing economic decisions. Software startups, specifically, are crucial for innovation and face unique challenges due to their lack of operating history and resource constraints. Research highlights the importance of understanding their development processes, with studies like the Startup Success Forecasting Framework aiming to predict success through enhanced frameworks.
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arxiv.org
Startup Ecosystem Rankings

The number, importance, and popularity of rankings measuring innovation performance and the strength and resources of ecosystems that provide its spatial framework are on an increasing trend globally. In addition to influencing the specific decisions taken by economic actors, these rankings signific…

cs.DL econ.GN
arxiv.org
SSFF: Investigating LLM Predictive Capabilities for Startup Success through a Multi-Agent Framework with Enhanced Explainability and Performance

LLM based agents have recently demonstrated strong potential in automating complex tasks, yet accurately predicting startup success remains an open challenge with few benchmarks and tailored frameworks. To address these limitations, we propose the Startup Success Forecasting Framework, an autonomous…

cs.AI
arxiv.org
The entrepreneurial logic of startup software development: A study of 40 software startups

Context: Software startups are an essential source of innovation and software-intensive products. The need to understand product development in startups and to provide relevant support are highlighted in software research. While state-of-the-art literature reveals how startups develop their software…

cs.SE
arxiv.org
Towards understanding startup product development as effectual entrepreneurial behaviors

Software startups face with multiple technical and business challenges, which could make the startup journey longer, or even become a failure. Little is known about entrepreneurial decision making as a direct force to startup development outcome. In this study, we attempted to apply a behaviour theo…

cs.CY
arxiv.org
Software development in startup companies: A systematic mapping study

Context: Software startups are newly created companies with no operating history and fast in producing cutting-edge technologies. These companies develop software under highly uncertain conditions, tackling fast-growing markets under severe lack of resources. Therefore, software startups present an …

cs.SE
arxiv.org
From MVPs to pivots: a hypothesis-driven journey of two software startups

Software startups have emerged as an interesting multiperspective research area. Inspired by Lean Startup, a startup journey can be viewed as a series of experiments that validate a set of business hypotheses an entrepreneurial team make explicitly or inexplicitly about their startup. It is little k…

cs.SE
arxiv.org
The TCG CREST -- RKMVERI Submission for the NCIIPC Startup India AI Grand Challenge

In this report, we summarize the integrated multilingual audio processing pipeline developed by our team for the inaugural NCIIPC Startup India AI GRAND CHALLENGE, addressing Problem Statement 06: Language-Agnostic Speaker Identification and Diarisation, and subsequent Transcription and Translation …

cs.SD
arxiv.org
Equity in Startups

Startups have become in less than 50 years a major component of innovation and economic growth. An important feature of the startup phenomenon has been the wealth created through equity in startups to all stakeholders. These include the startup founders, the investors, and also the employees through…

econ.EM
arxiv.org
Software Startup Practices -- Software Development in Startups through the Lens of the Essence Theory of Software Engineering

Software startups continue to be important drivers of economy globally. As the initial investment required to found a new software company becomes smaller and smaller resulting from technological advances such as cloud technology, increasing numbers of new software startups are born. Typically, the …

cs.SE
arxiv.org
Startup Contracting and Entrepreneur-Investor Bargaining (Long Version)

To grow their businesses, entrepreneurs often rely on equity funding. This paper focuses on two elements of entrepreneur-investor equity negotiations: the number of potential investors and the contractual complexity surrounding investor protection. Our approach involves a theoretical model and a ser…

econ.GN