With the broad adoption of reality capture and the recent arrival of automated construction progress tracking, builders now have access to more objective, easy-to-access data than ever before. Project teams who have historically used manual progress tracking processes are now looking to supplement their current tracking methods with objective data, and teams facing manpower constraints are now able to get ahead of potential impacts to schedule and avoid time-consuming disputes or disagreements. This technology is proving very useful: but it can be difficult to evaluate and choose the right progress tracking tool. Below, we share a few important criteria to help teams navigate these decisions.

自动进度跟踪产品在现实捕获解决方案之上，使用计算机视觉和机器学习以自动从图像或扫描数据中识别材料和百分比。直到12个月前，自动进度跟踪是一个相对未知的产品类别，但是计算机视觉和机器学习方面的快速进步已使这类新的解决方案。这些解决方案现在广泛地部署在工作地点上，为项目团队提供了前所未有的透明度，客观性和量化见解。

As a result, this accurate and timely progress information allows project executives, project managers, and superintendents to focus on maximizing schedule and budget performance. Automated progress tracking raises new questions for our industry—what impacts can we expect from these technologies, and how should these new solutions be assessed?

外部构造，我们已经看到了易于理解的好处，易于访问的数据可以拥有。数据使技术巨头等技术巨头迅速增长，我们还看到了由数据驱动的决策在改变制造和运输等更传统的行业中产生的影响。近年来，经济学家和学者已经证明了基于客观信息与直觉相结合（仅与直觉相对）做出决定的公司如何取得更好的成果，包括切实的生产力提高。

但是，在建筑行业中，我们仍在努力捕获和利用影响时间表和预算的许多关键信息。施工面临着一系列独特的挑战，因为与其他行业的同行不同，几乎每个项目都不同。到目前为止，我们的许多决定一直基于直觉或斑点信息，这些信息是手工收集的。为了缩小此信息差距，许多创新的GC和交易已经开发了手册甚至部分自动化的系统来跟踪项目进度。此外，诸如批处理计划和IPD之类的方法采取步骤来解决这个具有挑战性的过程。总理通常通过在安装材料时突出图纸或提供每周或每日进度更新的交易来跟踪进度是很常见的，因为在我们的行业中，准确的进度信息使我们能够计划，反应，解决，解决，并最终按时交付项目18luck官网和预算。

现在,最近引入的自动化专业gress tracking tools, these teams are able to focus on decision making rather than data gathering. Automated progress tracking data provides fast, accurate, and impartial information so that teams can act with more confidence. This objective data is already impacting the way that our industry does business, and project teams who have adopted these automated progress tracking products are seeing how objective progress data enables them to improve productivity.

特纳（Turner）高级项目经理凯文·奥特（Kevin Ott）说：“制作这些图表的能力使我们能够证明我们正在按照所讨论/预期进行工作。”“这给我们带来了竞争优势。但更重要的是，它为我们的贸易伙伴带来了竞争优势。将来，当我们竞标工作时，他们知道我们正在成功管理工作人员，并且我们将保持效率非常高，这意味着他们可以为我们提供更好的[BID]数字。因此，这些工具可以帮助我们成为更好的建筑商，并取得更多的工作。”

The company I co-founded,开放空间, has used computer vision, AI and machine learning to develop technologies that automatically detect and track materials that have been installed on the site. Our goal is to provide project teams with increased visibility into their projects—and to provide data that is actionable. We heard repeatedly from project teams that they needed more information on their projects in order to move quickly and make better decisions. With our progress tracking tools, teams can see the percentage complete and quantity installed on their projects.

In the last few months, our industry has gone from having relatively no options for automated progress tracking to having a few solutions to choose from. Project teams with advanced manual tracking techniques are looking to further improve their processes with these automated products and teams with manpower constraints are looking to more quickly identify project risks. When evaluating which progress tracking solution is right for your team, it is essential to consider the following criteria: speed, accuracy, completeness, scalability and data coverage.

Speed

评估自动进度跟踪解决方案时要考虑的第一件事是交付速度。根据数据做出任何决定时，该决定仅与数据质量一样好。在每天都在工作进步的施工中，这意味着在仍然相关且及时的同时，需要提供进度数据。自动进度跟踪解决方案首先使用360°相机或激光扫描技术捕获您的工作现场，然后自动分析这些捕获以确定百分比完成。使用自动进度跟踪解决方案，在此过程中有三个主要领域会影响信息传递：1）捕获速度2）图像速度或扫描处理3）洞察力可用性的速度。在评估解决方案时，团队应询问这些领域的每个领域。

Capture Speed:对于大多数团队而言，执行实际捕获需要快速且简单。某些捕获类型的天生会比其他类型更长。例如，激光扫描需要时间和清晰的工作岗位才能​​获得准确的读数。

图像或扫描处理速度：Most companies who offer automated tracking solutions will also automatically align the captured image or scan data back to your drawings so that your team can see the capture data overlaid on the plans. These overlaid captures are highly valuable on their own, enabling virtual site monitoring and review. Capture technology has been around longer than progress tracking technology, so these insights can be processed faster.

Depending on the solution you choose, progress data could take days to process, but you should expect image or scan data to be available to you in a matter of hours—or minutes—so that you can act on the current state of your project.

Insight processing speed:Last, insight processing speed is vital when evaluating progress tracking solutions. Insight processing speed is the amount of time that it takes once a capture is performed for percent complete and quantity installed information to become available.

今天,团队利用一个非盟的通用工作流tomated progress tracking solution is for a project engineer to perform the capture at the end of the work day, and for the PMs and superintendents to review the insights the next morning in order to plan, discuss and react to potential risks, approve pay apps, and coordinate trades. Any insight processing speeds greater than 12 hours make it difficult for teams to act on fresh, timely data.

Accuracy

自动进度跟踪解决方案的主要优点之一是一致性和准确性。准确的数据使团队可以自信地做出决策，减少辩论并专注于建设。当项目团队与高度准确和客观的数据合作时，他们能够可靠地批准付费应用程序，更容易与交易合作以进行员工调整，并自信地将工作进度与利益相关者传达。拥有客观的数据使自我从讨论中脱颖而出 - 方面很容易就当前进度的同一页面，并专注于改进或重新逐步发展。质量进度跟踪解决方案目前应有客户报告的准确性，占其自我表演团队所估算的1％至2％的准确性。

完整性

考虑以两种方式考虑自动进度跟踪的完整性：1）跟踪完整性和解决方案完整性。

In regard to tracking completeness, some solutions only offer tracking for one specific trade or scope of work, others have focused on the final project stages, like rough in and finishes. When evaluating solutions, consider what tracking needs you will have on specific projects and what tracking needs you will have across your portfolio more generally. For example, if you are doing ground-up construction, you should be sure to ask if the solution provides structural tracking.

对于解决方案的完整性，您应该考虑注册以支付产品付款时获得的功能。借助进度跟踪解决方案，您的见解只会与您的捕获频率一样好，但是一些进度跟踪解决方案会根据您想要捕获的数量为您收费。这意味着，如果您正在寻找更完整的工作进步图片，那将花费您。从解决方案完整性角度考虑的另一点是解决方案如何处理变化。如果您对项目的特定范围有更改，那么您的定价中是否包含这些更改，或者您必须为每次点菜付费？

Scalability

可伸缩性可以通过两种方式考虑。首先，解决方案在特定项目上实施和采用多么容易。其次，在整个投资组合中推出的解决方案如何可扩展？

在一个项目中，首先考虑要设置自动进度跟踪解决方案需要多长时间。购买解决方案后，只有多长时间才能开始捕获和审查见解？如今，这些解决方案仍然需要一些设置，但这可能从大约两个星期到两个月。重要的是要查询硬件交付，设置和设置时间所需的元素。此外，一旦设置了解决方案，团队应考虑使用多么容易。解决方案应适合您现有的工作流程，并且需要很少的培训。解决方案也应该是直观的，使其容易让技术舒适地使用，了解，理解和从中获得价值不同的团队成员。

在考虑投资组合级别的采用时，公司应评估解决方案的模块化程度。不同的项目将需要不同18luck官网的现实捕获和跟踪需求。对于可能只需要一到两个月18luck官网的较小项目，完全实施进度跟踪解决方案可能没有意义，但是团队仍然会从捕获图像数据中受益。如果公司正在寻求可以在其投资组合中任何项目上实施的解决方案，则该解决方案需要模块化。项目团队需要能够自定义解决方案，以满足各个项目的需求和预算。18luck官网

Data Coverage

While automated progress tracking provides teams with insights about percent complete and quantity installed, teams can also find a lot of value in the capture data that powers these insights. Processing this capture data and aligning it to plans can be costly, and as such some progress tracking solutions will pick and choose which data to align and display. One of the main ways that teams use this raw reality capture data is to resolve disputes or conflicts that may arise after work has been completed. If teams only have access to a fraction of their capture data, they will not have the information they need to work through these challenging situations in the future. When evaluating data coverage, teams can ask questions about which captures are selected, aligned, and accessible, and carefully consider the implications associated with incomplete data.

Accurate and objective progress data is providing an opportunity for increased productivity and collaboration in our industry. It will be interesting to see how these tools continue to evolve and the concrete value that they offer as adoption continues to grow.

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