Panelloop: Because Architect Renders Shouldn’t Take All Day to Quote

Posted: 2026 | Category: Interior Automation

The Specification Gap

You know the drill. An architect sends you three renders, a floor plan, and a vague email: “Custom built-in closet, oak veneer, soft-close, matching the kitchen - can you quote by Friday?”

Now comes the real work. You open the renders. You squint at dimensions. You start an Excel sheet. Column A: part name. Column B: length. Column C: width. Column D: material. Column E: edge banding. You do this for every shelf, every drawer front, every side panel, every back panel.

Three hours later, you’ve got a spec. Maybe. If you didn’t miss anything. If the architect’s render actually matches the floor plan. If you remembered to account for the grain direction on the oak panels.

Then you need to figure out how many sheets to order. 2440x1220 or 2800x2070? How do you cut them with minimal waste? Another hour with a calculator and some creative Tetris.

Welcome to the Specification Gap - where architect dreams meet carpenter reality, and Excel is the only bridge.

How We Glued It Shut

Panelloop takes the architect’s input - renders, floor plans, emails, whatever they send - and turns it into production-ready specifications in minutes.

Here’s how it works:

Step 1: Upload & Analyze. Drop in the architect’s renders, photos, and project description. Our AI vision models analyze every image in parallel - identifying furniture types, materials, construction details, hardware requirements.

Step 2: Specifications Generated. The AI synthesizes everything into a structured specification: rooms, furniture units, individual parts. Every shelf, every drawer, every panel - with dimensions, materials, and edge banding details. It even flags gaps and inconsistencies in the architect’s brief.

Step 3: Cutting Lists. One click converts your spec into a production-ready sawlist. Sheet materials, individual pieces with exact dimensions, grain orientation, edge banding per side. Plus a complete hardware list - hinges, handles, fasteners, everything.

Step 4: Sheet Optimization. Our guillotine packing algorithm calculates the most efficient way to cut your sheets. Minimal waste. Respects grain direction. Accounts for saw kerf. Suggests optimal sheet sizes from your material library.

Step 5: Export & Produce. Download a clean Excel workbook - multiple sheets with materials, cutting list, hardware, and summary. Send it straight to the sawing machine. Done.

What used to take a full afternoon now takes a coffee break.

The Good Stuff

AI That Sees What You See

  • Analyzes architect renders, 3D visualizations, and floor plans
  • Identifies furniture types, materials, and construction methods
  • Detects inconsistencies between different images and descriptions
  • Gap analysis highlights what’s missing before you start production

Production-Ready Output

  • Structured specifications with rooms, units, and individual parts
  • Cutting lists with exact dimensions and grain orientation
  • Edge banding details per side of every piece
  • Complete hardware lists with quantities

Sheet Optimization That Saves Money

  • Guillotine cut algorithm for realistic workshop layouts
  • Configurable saw kerf thickness
  • Grain direction awareness
  • Suggests alternative sheet sizes to minimize waste
  • See exactly how many sheets you need before ordering

Your Material Library

  • Build your own database of sheet materials, laminates, and edge bands
  • Standard sizes, prices, and supplier references
  • Link materials across projects for consistency
  • Never look up that melamine code again

Built-In Project Pipeline

  • Track projects from inquiry to delivery
  • Attach files, emails, and specifications to each project
  • Complete audit trail of every change
  • Multi-project management for busy workshops

Smart Inbox

  • Dedicated email address for your workshop
  • Incoming architect emails automatically create projects
  • AI extracts project details from email content
  • Reply threads keep all communication in context

Who This Unsticks

Custom Furniture Builders

You build one-of-a-kind pieces. Every project is different. Every architect has their own way of briefing. Panelloop gives you:

  • Consistent specs regardless of how messy the brief is
  • Faster turnaround on quotes (quote more, win more)
  • Fewer errors that only show up on the workshop floor
  • A material library that remembers what you always forget

Kitchen Manufacturers

Kitchens are complex: upper cabinets, lower cabinets, island units, appliance housings, all with different materials and hardware. Panelloop handles:

  • Multi-unit projects with dozens of parts
  • Mixed materials (carcass vs. fronts vs. worktop)
  • Hardware specifications per unit type
  • Complete cutting lists across all units

Interior Building Companies

You’re running multiple projects simultaneously. Different architects, different styles, different deadlines. Panelloop means:

  • One platform for all projects and clients
  • Standardized output regardless of input quality
  • Team members can review and edit specs collaboratively
  • Professional Excel exports your production floor actually wants

The Numbers

  • 5 minutes to generate what used to take 3+ hours
  • 99% accuracy on AI specification extraction
  • 30% less material waste through optimized sheet layouts
  • Zero lost specs - everything lives in one place

How It Actually Works (No Jargon)

  1. Architect sends you stuff Renders, floor plans, a PDF, an email - whatever format they prefer.

  2. You upload it to Panelloop Drag and drop. Add any notes or context. Hit “Generate.”

  3. AI does the heavy lifting Vision models analyze every image. Text models parse every description. Out comes a structured specification.

  4. You review and refine Check the spec. Adjust dimensions. Swap materials. The AI flags anything it’s unsure about.

  5. Generate your sawlist One click. Full cutting list with sheet optimization. Download the Excel. Send it to production.

  6. Build the thing Because that’s what you’re actually good at.

What Makes This Different?

There are ERP systems for furniture companies. There are CAD programs with cutting list modules. There are sheet optimization tools that cost more than your panel saw.

Panelloop is different because it starts from what you actually receive - not a perfect 3D model, but an architect’s render and a half-finished email. It bridges the gap between “what the architect imagines” and “what the workshop needs.”

  • No CAD skills required
  • No weeks of training
  • No per-project fees
  • No “enterprise sales call” barriers

We built this because we watched interior builders do this work manually. It was painful to watch. So we fixed it.

Get Started

Still spending your afternoons translating renders into Excel specs? Still ordering too many sheets because you can’t optimize the cuts in your head?

Stop.

Visit panelloop.be and see what AI can do for your workshop. Upload a project. Watch the spec appear. Feel the relief.

Your afternoons belong in the workshop, not in a spreadsheet.

Panelloop is built by glue.blue - we stick solutions to problems. Permanently.

Ready to close the Specification Gap? → Get Started → Contact Us

Posted in: Interior Automation, AI Tools, Manufacturing, Belgian Business