> For the complete documentation index, see [llms.txt](https://docs.archisketch.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.archisketch.com/guide/intro-en/update-note/2026/202609/20260903.md).
# \[2026.09.03] Added consultation·customer statistics dashboard and modular panel presets·AI formula generation
### (New) Added consultation and customer statistics dashboard
Added a statistics dashboard to the Consultation Management, All Consultations Management, and Customer Management pages. Instead of counting the items visible on the screen yourself, it pulls 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 quote amount, and quote count. Open detailed statistics to see status distribution, conversion rate, consultations by representative, and area range distribution as well.
* Customer management: customers in the period, new customers, returning customers, and acquisition path distribution. Detailed statistics include customers with many consultations and status/area distribution.
When expanded, only the summary is shown, and clicking 'View detailed statistics' opens the rest. 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 fixes
* Simplified customer registration flow — you 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 presets provided
We added Construction Principle (structural principle)-based panel presets to the modular editor. There are 7 types: top panel, bottom panel, side panel, fixed shelf, movable shelf, back panel, and door, and the panel size and position are automatically calculated according to the Onset and Inset relationships.
When you change the furniture's W/D/H, the panel structure follows accordingly to the formula. Depending on the situation, when creating a new modular unit, you can choose whether to start from an empty state or from a default cabinet template.
### (Improvement) Enhanced modular panel editor editing features
You can switch between 2D and 3D views, adjust the width of the editing area, set properties by template unit, and add offsets to the panel layout. Panels also reference variables by name like other components.
We also fixed issues that occurred during editing. We corrected the right panel position error, preset application error, and the panel animation and editing modal layout issues.
### (New) Added natural-language-based AI formula generation feature
We added an AI input in the formula editor that converts your spoken description of the calculation you want into a formula.
The generated formula is validated once more against the variables and syntax currently available. Formulas that use nonexistent variables or have incorrect syntax will not be inserted as-is. AI calls go through the server rather than the browser, so 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 fixes
* Added a variable list and real-time preview to the formula editor
* In the panel-shape editor, expanding the right panel also expands the input fields inside it.
## 3. Credit system applied to AI furniture replacement & AI finish replacement
The credit system is newly introduced for the 'AI furniture replacement' and 'AI finish replacement' features. Below are the credit deduction criteria and notes for each step.
### Image upload (initial setup)
* Free benefit: On the first day of each month, Basic (free) and Enterprise plan users are given two free upload passes per month. (Standard, Plus, and Team plans are excluded from free passes)
* Credit deduction: After the free passes are used up (or on plans not eligible for them), 0.2 credits are deducted per upload.
* Note: When uploading an image, a setup process is performed in which AI automatically detects the 3D spatialization and mask areas. If you close the window or leave during setup, it may be difficult to refund the credits already deducted, so please keep the page open until setup is complete.
### Image rendering
* Credit deduction: For both AI furniture replacement and 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 you can bring it into the Archisketch main editor and freely place it in your project.
* Notes:
* If you leave during the extraction process, deducted credits may not be refunded.
* It may take a little time for the extracted 3D model to be fully registered in your personal library.
* Because this is AI-generated, the extraction quality may vary depending on the condition of the original image you uploaded (resolution, lighting, angle, etc.), and there may be differences in shape from the actual product.
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