{"id":58862,"date":"2026-03-26T08:00:39","date_gmt":"2026-03-25T23:00:39","guid":{"rendered":"https:\/\/norimen.net\/?p=58862"},"modified":"2026-05-16T18:02:32","modified_gmt":"2026-05-16T09:02:32","slug":"document-ai-norimen-utilization","status":"publish","type":"post","link":"https:\/\/norimen.net\/en\/document-ai-norimen-utilization\/","title":{"rendered":"Leave the Paperwork to AI! Using AI from a Slope Construction Specialist\u2019s Perspective"},"content":{"rendered":"<p>Hello, everyone.<br \/>\nThis is Enta.<\/p>\n<p>Lately, I've been using AI to create financial statements and plans.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-52163\" src=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2024\/08\/b213ed97b1bc8baac772d4288549b988-1024x659-1.jpg\" alt=\"AI\" width=\"600\" height=\"386\" srcset=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2024\/08\/b213ed97b1bc8baac772d4288549b988-1024x659-1.jpg 600w, https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2024\/08\/b213ed97b1bc8baac772d4288549b988-1024x659-1-300x193.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>I mentioned the stability calculations for scaffolding a while back\u2014I\u2019m working on automating those using AI so they can be calculated automatically. (It\u2019s still just for personal use at this point.)<\/p>\n<p>I think it'll be ready for release very soon, so please look forward to it.<\/p>\n<p>The other day,<strong><span style=\"color: #ff0000;\">For Registered Members Only<\/span><\/strong>\u3067<strong>Cement Slurry Formulation Plan<\/strong>I posted it, but,<\/p>\n<p>Going forward, I plan to make the planning documents and technical calculations I\u2019ve been using for a long time available for free.<\/p>\n<hr \/>\n<h2>Why make it free?<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-58866\" src=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2026\/03\/6084b35ee0ab53c9078dfc9921d1e732-2.jpg\" alt=\"Site Supervisor\" width=\"500\" height=\"500\" \/><\/p>\n<p>With the advent of AI,<strong>We\u2019ve entered an era where \u201canyone can create\u201d specialized calculations and plans.<\/strong><\/p>\n<p>Of course, you need some knowledge.<\/p>\n<p>If you leave it entirely up to AI without any prior knowledge, you might end up with some outrageous numbers.<\/p>\n<p>However, as long as you have the basic knowledge,<\/p>\n<p>Calculations that used to require the help of an expert can now be done on your own.<\/p>\n<p>This is the reality we face today.<\/p>\n<p>Drawing on my experience as a slope engineer over the past 30 years, I plan to continue sharing the plans and calculations I\u2019ve created.<\/p>\n<p>Products that today\u2019s site supervisors and craftsmen can use without incurring unnecessary costs.<\/p>\n<p>Things you can quickly calculate or check right on the spot using your smartphone, without having to open your computer every time<\/p>\n<p>&nbsp;<\/p>\n<p>What I'm working on right now is,<\/p>\n<p>Cost Management Anyone Can Do, Scaffolding Material Quantity Calculations, Control Charts, and Quick-to-Create Implementation Budgets (Already on my computer; currently being adapted for the web)<\/p>\n<p>I'm working on features like quotes (with easy comparison and graphing against past quotes), super-simple stability calculations (this part's tricky), easy material calculations, and monthly financial statements generated via OCR scanning, and more lol.<\/p>\n<p>I'm working on them one by one, so I guess they'll be done eventually... lol<\/p>\n<hr \/>\n<h2>Do you use AI at work?<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-58867\" src=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2026\/03\/14ec5c646a9149138fe7970a5872b0ee.jpg\" alt=\"Use AI\" width=\"500\" height=\"500\" \/><\/p>\n<p>Do any of you use AI at work?<\/p>\n<p>When you're working on-site, it's easy to think, \"AI? That has nothing to do with me,\" but it's actually incredibly useful.<\/p>\n<p>Specifically, here's what we do.<\/p>\n<p><strong>\u30fbPreparation of financial statements and plans<\/strong>(Cement-milk mixture, scaffolding stability calculations, etc.)<br \/>\n<strong>\u30fbConstruction estimates, accounting summaries, and document summaries<\/strong>(Preparing draft documents for construction records, bank meetings, etc.)<br \/>\n<strong>\u30fbVerification of numerical values in drawings<\/strong>(Quantity Verification Process)<\/p>\n<p>Especially when it came to planning, the time I spent writing everything from scratch was<strong>It feels like less than half<\/strong>It has become.<\/p>\n<p>Personally, what I appreciate the most are features like quantity takeoff assistance and calculating quantities from drawings\u2014basically, all the calculation-related functions are incredibly useful!<\/p>\n<p>&nbsp;<\/p>\n<p>If I were still an office worker, I\u2019d definitely use this for internal documents lol<\/p>\n<p>For example, a summary of which job sites were visited, overtime hours, and construction hours.<\/p>\n<p>Things like daily vehicle logs are a pain, but they make us fill out all these necessary forms.<\/p>\n<hr \/>\n<h2>I'm creating this blog with the help of AI, too.<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-58868\" src=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2026\/03\/359e2f531272571ce139f0921292f9d6.jpg\" alt=\"Use AI\" width=\"600\" height=\"400\" \/><\/p>\n<p>As I've mentioned before, I have an AI create the illustrations for this blog.<\/p>\n<p>I don't know...<strong>It looks just right\u2014I like it.<\/strong>That's right, lol<\/p>\n<p>I think it\u2019s easier to read than text alone because the illustrations are incorporated in a way that feels like photographs.<\/p>\n<p>As for the writing, I write the entire piece first, and then have the AI proofread it for awkward phrasing, typos, and missing characters.<\/p>\n<p>Don't you think there are fewer typos and missing characters these days compared to the past? lol<\/p>\n<p>Well, I don't think it's completely zero, so just take it with a grain of salt, lol.<\/p>\n<p>I'm leaving the weird drawings as they are.<\/p>\n<p>I'm looking forward to seeing this turn into a perfect painting eventually.<\/p>\n<p>In fact, I can clearly see that changes are taking place as I use it every day.<\/p>\n<hr \/>\n<h2>It's not that AI is taking our jobs, but rather...<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-58869\" src=\"https:\/\/norimen.net\/wordpress\/wp-content\/uploads\/2026\/03\/fb2807f1597407f5847882f612c7a693.jpg\" alt=\"AI Spray Operator\" width=\"600\" height=\"400\" \/><\/p>\n<p>I often hear people say things like, \u201cAI is going to take our jobs.\u201d<\/p>\n<p>But from a contractor's perspective,<strong>Only humans can stand on a slope with a shovel in hand at a construction site.<\/strong>That's it.<\/p>\n<p>&nbsp;<\/p>\n<p>This is especially true for slope construction.<\/p>\n<p>Drill holes, inject grout, erect formwork, and apply shotcrete.<\/p>\n<p>It'll be a while before AI can do this. (No way, it can't do that, right!? lol)<\/p>\n<p>&nbsp;<\/p>\n<p>What today's AI excels at is,<strong>Paperwork, Calculations, and Research<\/strong>This is the area.<\/p>\n<p>In other words, AI takes over the time that site supervisors and foremen would otherwise spend on paperwork.<\/p>\n<p>That means I'll have more time to visit the worksite.<\/p>\n<p>This is a win-win for both quality and safety, isn't it?<\/p>\n<p>&nbsp;<\/p>\n<p>I think it would be a shame not to use it.<\/p>\n<p>Use a tool to the fullest while it's still usable.<\/p>\n<p>What's more, AI is, after all, nothing more than a collection of memories\u2014including both lies and truths from the past.<\/p>\n<p>The sense of the field that has become second nature to us, the atmosphere of the field that we can feel on our skin.<\/p>\n<p>On-the-job experience and the knowledge it brings are assets that cannot be handed over to AI.<\/p>\n<p>&nbsp;<\/p>\n<p>See you later.<\/p>\n<p>&nbsp;<\/p>\n<p>*Please note that we plan to gradually increase the number of articles available only to registered users. We appreciate your understanding.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u7686\u3055\u3093\u3053\u3093\u306b\u3061\u306f\u3002 \u30a8\u30f3\u30bf\u3067\u3059\u3002 \u6700\u8fd1AI\u3092\u4f7f\u3063\u3066\u8a08\u7b97\u66f8\u3068\u304b\u8a08\u753b\u66f8\u3092\u4f5c\u3063\u3066\u3044\u307e\u3059\u3002 \u4ee5\u524d\u3061\u3087\u3063\u3068\u8a71\u3057\u305f\u8db3\u5834\u306e\u5b89\u5b9a\u8a08\u7b97\u3001\u3042\u308c\u3082AI\u5316\u3057\u3066\u81ea\u52d5\u3067\u8a08\u7b97\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002\uff08\u307e\u3060\u500b\u4eba\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30ec\u30d9\u30eb\uff09 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