Use Case
Automated Technical Report Generation via AI Image Analysis
Upload SEM and macro images, and AI automatically drafts fracture-surface commentary, producing a template-based technical report in one click.
Overview
In quality assurance, writing reports for fracture analysis and material evaluation is highly time-consuming. Writing commentary for each image, formatting slides, and handling review cycles are repeated chores. We solved this through AI image analysis and templated output, achieving both efficient report generation and quality standardization.
Benefits
- Image upload to PPTX output completes in minutes
- AI-generated commentary raises draft quality and eliminates variability
- Chat-based revisions efficiently incorporate expert insight
Target Industries
- HVAC Equipment
- Manufacturing
Challenges Before / Changes After
Before
- Commentary for each SEM image written manually, taking hours per case
- Depth and formatting varied across authors
- Time lost pasting images, crafting captions, and tweaking layouts
After
- AI analyzes images and auto-generates a commentary draft
- Templates and prompt design standardize quality
- One click produces PPTX / PDF output
Implementation
AI Image Analysis Engine
Recognizes fracture morphology from SEM and macro images and automatically describes observations, evidence, and inferred mechanisms.
Chat-Based Revision Interface
Lets users refine generated commentary with natural-language instructions, efficiently reflecting domain expertise.
Automated Report Composition & Export
Automatically arranges images, commentary, and summary per template and exports PPTX / PDF.
Input Formats
SEM and macro images (PNG / JPG / TIFF), metadata (topic, sample, method, etc.)
Output Formats
PowerPoint (PPTX), PDF, Markdown
Integrations
In-house file servers, SharePoint
Project Summary
Team & Timeline
- Prompt design → web app development → template preparation
- Quality assurance department / analysis team / a.s.ist engineers
Outcomes
- Drastically reduced report writing time
- Achieved standardization of quality
Contact Us
We propose end-to-end support — from PoC through operational design — for automated technical report generation via AI image analysis.
- AI analysis of SEM and macro images
- Automated commentary generation and chat-based revision
- PPTX / PDF output aligned with your templates