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Project Data Management with AI

Project Data Management is Messy If you’re a project manager, you’d know what I’m talking about. Your team spends hours each week wrestling with spreadsheets. Different teams keep their own database or workbook. You end up chasing down versions, cleaning up duplicates, and trying to piece together a coherent picture. According to an interview with MACE in the UK, contractors devote up to 50% of their resources to litigation and administration—much of it capturing, organizing, and verifying data throughout a project’s lifecycle. In my own experience, our engineering team spends up to 15% of their time on data entry and report writing that, let’s face it, few ever read. All this manual drudgery not only devours the bulk of your team’s time and budget, it also undermines data quality. Gartner estimates that poor data alone costs industries over $14 million per year on average. Here comes LLM A couple of years from now, AI and LLM will drastically reduce or eliminate manual data entry, data query and data administration for most of us. This is how it’s going to work. Say you are a general contractor managing a construction project. At the end of each day, your site team will

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What’s so Great about EVM?

Earned Value Management, or EVM, is a powerful way of measuring project performance in a comprehensive, robust and quantitative way. It combines costs and schedule into a single value metric, which Gantts charts, schedules and check lists just can’t do. But how does it work? Read more to find out.

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I Love Meetings!

I have an unpopular opinion. I love meetings. There I said it. I get it, people hate meetings. But hear me out… when done right, they’re actually brilliant. Meetings are a space for dialogue. They encourage collaboration and cooperation. You can look somebody in the eye and get body language cues. You can interrogate ideas, dig deeper into data, and see things from different perspectives. Emails, instant messaging, and written reports just don’t offer the level of engagement that meetings provide. But before we move on, let’s define what kind of meetings I’m talking about. Workshops, seminars, creative charrettes, site walks, inspections, hand-over, performance reviews, crisis meetings, one-on-ones etc.. are not “meetings” within the context of this article. A hand-over meeting isn’t optional, it’s part of your project deliverables. I’m referring to your run-of-the-mill project meetings, where you might invite a bunch of people into a meeting room for an hour, or two hours, following some sort of agenda, and with a bit of luck, decisions are being made. There are reasons why people dislike these run-of-the-mill meetings. Most meetings are unfocused, go off-topic, or drag on way too long. You’ve got people playing on their phones, waiting for their

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CREMA an Information Management Framework

Project Managers have to contend with a lot of data and information in order to coordinate efforts to solve problems. The challenge is that there is a lot of it. In a construction project, for example, there are many moving parts. Each moving part generates information and data in many different ways serving different purposes. There are official reports, informal reports, memos, minutes of meetings, briefings, meeting transcripts, emails, instant messages, contracts, scope of work, technical specifications, engineering drawings, project plans, task lists, check lists, Kan Bans, progress dashboards, burn down charts, variation orders, client instructions, letters and notices, approval documents, Bill of Materials, procurement schedule, non-compliance notices, technical submittals, administrative submittals, cash flow, financial  forecasts, budget, risk registers, change registers, progress log, compliance check list, equipment list,… and these the ones that reeled off the top of my head. And then there are water cooler conversation, one-on-ones, ad hoc emails, phone calls, online meetings etc… Buried deep, is a lot of good information, amongst a shed loads of noise, redundancies and erroneous data. It is critical that a project manager kicks off a project and onboard your team with an effective information and communication strategy that helps you minimise noise,

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Digital Twin Strategy Case Study

A leading automotive manufacture was facing a series of data challenges, and were looking for a Digital Strategy and roadmap to improve their internal data process across vehicle programmes. We developed a 4 phase roadmap to achieve Level 3 Digital Twin maturity.

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