[2026.09.03] Added consultation·customer statistics dashboard and modular panel presets·AI formula generation
(New) Added consultation/customer statistics dashboard
Added statistics dashboards to the consultation management, all consultation management, and customer management pages. Instead of counting the lists shown on screen directly, it uses the values aggregated by the server as-is.
Consultation page: total consultations, in progress, purchase completion rate, average lead time, and trends in consultation count, revenue, average estimate amount, and estimate count. When you open detailed statistics, you can also see status distribution, conversion rate, consultations by manager, and area-range distribution.
Customer management: customers within the period, new customers, returning customers, and acquisition channel distribution. Detailed statistics include customers with many consultations and status/area distributions.
When expanded, only the summary is shown, and when you click 'View detailed statistics,' the rest opens. For the query period, choose from the last 30 days, 12 weeks, 12 months, or this year, and the statistics and the list below always use the same period.


Bug and issue improvements
Organized customer registration flow — no longer need to create a consultation first to register a customer, and a mobile entry point has been added
2. Parametric Editor
(New) Modular panel structure preset provided
We added panel presets based on the Construction Principle to the modular editor. There are seven types: top panel, bottom panel, side panel, fixed shelf, movable shelf, back panel, and door, and it automatically calculates panel size and position according to the Onset and Inset relationships.
When you change furniture W/D/H, the panel structure follows the formulas accordingly. Depending on the situation, when creating a new modular item, you can choose to start empty or with the default storage cabinet template.

(Improved) Enhanced modular panel editor editing features
You can switch between 2D and 3D views, adjust the editing area width, set properties by template unit, and give offsets to panel placement. Panels, like other components, reference variables by name.
We also fixed issues that occurred during editing. We fixed the right-side panel position error, preset application error, and panel animation and editing modal layout issues.


(New) Added natural-language-based AI formula generation feature
We added AI input that turns your desired calculation into a formula when you write it in words in the formula editor.
The generated formula is validated once more against the variables and syntax that can currently be used. Formulas that pull in nonexistent variables or have invalid syntax will not be inserted as-is. Since AI calls go through the server rather than the browser, the API key is not exposed to the client. Even in environments without AI settings, you can verify the behavior with a fallback response.


Bug and issue improvements
Added variable list and live preview to the formula editor
When you widen the right panel in the panel form editor, the input fields inside also widen.
3. Applying the credit system for AI furniture replacement & AI finish replacement
The credit system is newly introduced to the 'AI Furniture Replacement' and 'AI Finish Replacement' features. The criteria for credit deductions for each step and notes are explained below.

Image upload (initial setup)
Free benefit: On the 1st of every month, Basic (free) and Enterprise plan users receive two free upload passes per month. (Standard, Plus, and Team plans are excluded from free pass eligibility)
Credit deduction: After the free passes are used up (or for plans that do not provide them), 0.2 credits are deducted per upload.
Notes: When an image is uploaded, a setup process runs in which AI automatically detects the 3D spatialization and mask area. If you close the window or leave during the setup, refunded credits may be difficult, so please stay on the page until setup is complete.
Image rendering
Credit deduction: Common to AI Furniture Replacement / AI Finish Replacement, 0.1 credits are deducted per rendered image.
3D extraction from another image (AI Furniture Replacement only)
Credit deduction: 0.3 credits are deducted per generation.
Editor integration: The extracted 3D modeling is saved to your personal library, and can be imported into the Archisketch main editor for free placement in your project.
Notes:
If you leave during the extraction process, deducted credits may not be refunded.
It may take some time for the extracted 3D model to be fully registered in your personal library.
Due to the nature of AI generation, the extraction quality may vary somewhat depending on the condition of the input source image (resolution, lighting, angle, etc.), and there may be shape differences from the actual product.
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