Every construction project has the same paperwork. Submittals. RFIs. Change orders. Daily reports. Lien waivers. The documents are different but the problem is the same: they're the same form on every project, with the same structure, and they take too long to fill.
A project manager on a large apartment complex might generate 15 of these in a day. Each one takes 5-15 minutes because you're pulling project info from specs, typing it into a form that doesn't know anything about your project, and making sure nothing's wrong before it goes out. That's a couple hours a day on paperwork that isn't the job.
Submittals are how contractors provide documentation to the owner or architect that the materials and methods they plan to use meet the project specs. On a bid for cabinet installs in an apartment complex, you're reading through spec sheets, extracting the relevant product information, and assembling it in the submittal format the GC requires. The same fields appear every time: project name, spec section, contractor, submittal date, material description, manufacturer, model number. The work is reading the specs and pulling the right information — the document itself should take five minutes, not thirty.
RFIs (Requests for Information) happen when something in the documents doesn't add up. The architectural drawings show one dimension, the structural drawings show another. The spec calls for a product that isn't available. The field conditions don't match what the drawings show. You write up the question, cite the relevant documents, describe what you found, and ask for direction. Every RFI has the same structure. The work is identifying the discrepancy — writing it up should be fast.
Change orders are scope changes that affect the contract. Extra work, deleted work, field conditions that weren't anticipated. They have a fixed format: description of the change, reason for it, cost impact, schedule impact, signatures. On any active project there are multiple change orders, and they all use the same form.
The manual process for each of these looks like this: open the existing template, save a copy with a new name, tab through the fields typing project information you've typed a hundred times, double-check everything, save it as a PDF, attach it to an email. If you're doing this 10-15 times a day across multiple projects, the hours add up fast.
The reason people do it this way isn't laziness. It's that the alternatives — Mail Merge, Procore, dedicated submittal management platforms — all require either significant setup investment or a monthly fee that doesn't make sense for smaller contractors and subs.
Upload your submittal template — the Word doc or PDF you already use. AI reads it and identifies every field. For a standard submittal cover sheet with 12 fields, this takes about 10 seconds. You review the fields, adjust any labels if something was misidentified, and save it as a template.
From then on: open the template, fill in the fields for this specific submittal (project name, spec section, material info), click Generate, download. The completed submittal has your original formatting, your company header, everything exactly as it should look.
The same thing works for RFIs and change orders. Upload the form once. Fill it as many times as you need. Each one takes as long as answering the questions — not as long as hunting for the file, saving a copy, and manually typing project details you've already typed that morning in three other places.
A different but related problem: building a takeoff matrix from a set of spec documents. The traditional process is reading through drawings and specs, pulling dimensions and quantities, and entering them manually into a spreadsheet. Tools like CoWork have started using AI to do this automatically — drop in the folder of project files and the matrix builds itself.
The document filling side of that workflow is what Magic Decoder handles. Once you have the quantities and specs pulled together, those numbers need to go somewhere: into submittals, into pricing sheets, into bid forms with the same structure every time.
Procore, Buildertrend, and similar platforms do a lot more than fill documents. They manage RFI workflows, track submittal approvals, store documents, and give everyone on the project access to the current versions. If you're a GC managing large projects with multiple subs, those platforms are worth the cost.
If you're a sub or a smaller GC who needs to fill forms quickly without paying $1,000 a month for project management software you only use for paperwork, template automation is the right tool for the job.
Start with your most frequently filled form — probably your submittal cover sheet or your change order template. Upload it, check that the AI found the right fields, save it. Fill it once for a real project and see how long it takes compared to your current process.
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