Automatic issue descriptions
Hustro AI analyses photos taken on construction sites and generates structured defect descriptions – including defect type, location, severity and the responsible trade. Register a defect in seconds without typing a single word.
Challenges
Manual issue registration wastes time and creates inconsistent data
On construction sites and in industrial facilities, dozens of defects, non-conformances and technical observations are registered every day. Manual description takes valuable time – and differences in style, detail and accuracy lead to unreliable data.
Time-consuming defect documentation
Site engineers and managers spend hours every day typing defect descriptions and locations – slowing down response times and corrective actions.
Inconsistent language and style
Every team member writes issues differently – some too vague, others too technical. Without a standard format, comparing data across projects is unreliable.
Difficult trend analysis and reporting
Inconsistent data cannot be analysed effectively. Insight into recurring defects, contractor performance and quality trends is lost.
Risk of errors and omissions
Under pressure, key information is easily missed – defect category, root cause or required corrective action. Incomplete records lead to wrong decisions.
Key features
AI that writes the defect report for you
Defect recognition from photos
AI analyses a photo taken on a phone or tablet and recognises the type of defect.
Description and category
The system writes the issue description and assigns a category that matches your project.
Root cause analysis
AI suggests the likely root cause of the problem.
Remedial work classification
Each issue gets a work type and the trade responsible for the fix.
Corrective actions and costs
The system proposes a remediation plan with a cost estimate.
Contextual verification
Descriptions are checked for consistency and completeness, and the user approves them before submitting.
In practice
From photo to a complete issue in seconds
1Take a photo of the defect
Snap a photo with a phone or tablet directly in the Hustro app.
2AI writes the description
The system recognises the defect, assigns a category, suggests the root cause and proposes corrective actions.
3Approve and assign
Review the description, adjust it if needed and send the issue to the responsible trade.
Benefits
Less time on documentation, more time on actual site work
- Time savings – up to 90% faster defect registration and description.
- Standardised records – every description has the same structure and complete information, regardless of who registers it.
- Higher data quality – consistent records enable better trend analysis and reporting across projects.
- Faster corrective actions – thanks to precise AI recommendations and trade assignments.
- Teams focused on solving problems – engineers spend time on supervision and decisions instead of paperwork.
AI Labs
See other AI prototypes
In AI Labs we test AI on tasks typical of construction.
Automatic quantity takeoff
AI analysis of construction drawings (PDF, CAD, BIM) – automatic element recognition and material quantity calculation.
See prototype →
Document comparison
Automatic detection of discrepancies between project requirements, material submittals, drawings and specifications.
See prototype →How it works
How to get access to Hustro AI Labs
Get in touch
Fill in the contact form and tell us about your business, your team size and the processes you want to improve with AI.
Discovery call
We discuss your challenges and identify which AI prototype best fits your workflow and project type.
Prototype setup
We configure the AI prototype for your data – your drawings, your defect types, your document formats.
Testing on a real project
You test the prototype on a live project with your team. We support you throughout and gather feedback.
Results and next steps
We analyse the results together and plan next steps – further development, integration with Hustro or a wider rollout.
Try Hustro AI Labs on your construction project
Our AI prototypes are available for select clients and partners. Get in touch and we will find the right prototype for your team and project type.
Get access to AI Labs
Our team will get back to you within 24 hours
Tomasz Jones
Digitalisation Specialist
FAQ
Frequently asked questions
What is AI automatic issue description?
It is a Hustro AI Labs prototype that uses computer vision, machine learning and NLP to analyse photos of construction defects and generate structured issue descriptions automatically – including defect type, category, root cause, responsible trade and suggested remediation. No manual typing required.
How does it work in practice?
A site team member takes a photo of a defect on their phone. The AI recognises the defect type, classifies it and generates a structured description with a suggested category, responsible trade and severity. The description is pre-filled in the Hustro defect form, ready to submit – in under 30 seconds instead of several minutes.
What types of construction defects can the AI recognise?
The prototype recognises a wide range of defects – including cracks, surface damage, water ingress, incorrect installations, finishing defects and structural issues. The model is configured for your project type and defect categories during setup, improving accuracy over time.
How much time does it save?
Based on testing with construction teams, AI-generated descriptions reduce documentation time by up to 90%. A defect that took 3–5 minutes to document is registered in under 30 seconds. On a site with 20–50 issues a day, that saves several hours of engineering time daily.
Does the AI always get the description right?
The AI generates a structured draft which the site team member reviews before submitting – confirming, correcting or adjusting it in seconds. The model improves over time based on feedback, and contextual verification keeps issues consistent and complete.
Does this work offline on construction sites?
Photos can be taken offline and the AI analysis runs when connectivity is restored. The Hustro mobile app works fully offline for defect registration – all data syncs automatically when the device reconnects.
How do I get access to the prototype?
The prototype is available to select clients and partners through the Hustro AI Labs programme. Fill in the contact form on this page – our team will get back to you within 24 hours to discuss your project type, defect categories and setup.
