Enterprise modeling for the Analysis of Alternatives process in proposal generation

G. Lewis, S. E. Beleidy, J. Kovács, Pooyan Jamshidi
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Abstract

The Proposal Development Process (PDP) is a highly competitive process critical to generating revenue for government contractors. The Analysis of Alternatives (AoA) process, a sub-process of the PDP, is conducted to develop complex IT solutions covering a wide range of technologies to meet requirements in a Request for Proposals (RFP) from government agencies. To meet enterprise cost and productivity goals to maintain competitive advantage in the market place, there is a need to decrease the mean time required for AoA by 33% and its variability by 25% while maintaining or increasing AoA quality. A detailed analysis of the AoA process divides the 24 tasks within AoA into four categories: labor intensive, decision making, experience recall, and networking. Based on the analysis of task categories, improvements to the process are identified: implementing an improved file management system (e.g. Intravation Inc.), a content management system (e.g. EMC Inc), and maintaining a sanitized content repository. An added value alternative is also considered in optimizing staffing levels for the AoA process. The effect of implementing combinations of alternatives were modeled using a Monte Carlo discrete-event simulation model, which simulates the mean time required and the time variability for each AoA task as well as the quality of AoA output. An analysis of the cost versus utility shows that the combination of adjusting staffing levels and maintaining a sanitized content repository holds the highest value among the alternative configurations that meet the stakeholders' needs, having a mean duration reduction of 43.91%, a duration variability reduction of 37.50%, and a AoA output quality improvement of 10.21%, at a 5-year cost of $992,000.
提案生成过程中备选方案分析的企业建模
提案开发过程(PDP)是一个竞争激烈的过程,对政府承包商创收至关重要。备选方案分析(AoA)过程是方案开发计划的一个子过程,目的是开发复杂的资讯科技解决方案,涵盖广泛的技术,以满足政府机构征求建议书(RFP)的要求。为了满足企业成本和生产力目标,以保持在市场上的竞争优势,在保持或提高AoA质量的同时,需要将AoA所需的平均时间减少33%,将其可变性减少25%。对AoA流程的详细分析将AoA中的24项任务分为四类:劳动密集型、决策制定、经验回忆和网络。根据对任务类别的分析,确定了对流程的改进:实现改进的文件管理系统(例如,Intravation Inc.)、内容管理系统(例如,EMC Inc.),并维护经过清理的内容存储库。在优化AoA流程的人员配备水平时,还考虑了一种附加价值的替代方案。采用蒙特卡罗离散事件仿真模型对方案组合的效果进行了建模,该模型模拟了每个AoA任务所需的平均时间和时间可变性以及AoA输出的质量。对成本与效用的分析表明,在满足涉众需求的备选配置中,调整人员级别和维护经过清理的内容存储库的组合具有最高的价值,平均持续时间减少43.91%,持续时间可变性减少37.50%,AoA输出质量提高10.21%,5年成本为992,000美元。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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