Potential benefits Pipelytica can bring to pipe inspection work. Numbers are illustrative scenarios – your own results depend on video quality and workflow.
Manual video review + reporting: typically 4–6 hours per site
AI analysis + automatic report: under 1 hour per site in our example scenario
Free up inspector time for field work. AI reviews the video, proposes findings, and drafts the report – the inspector confirms each finding.
Humans detect 80–90% of defects (fatigue and experience matter)
Multi-model ensemble reaches 93%+ classification accuracy (validation result – see per-class table on Features page)
AI finds defects the human eye misses due to fatigue. Continuous learning means the model can still be wrong – the inspector confirms every finding before the report goes out.
Unclear findings lead to revisits and extra documentation
Better visual documentation and colour-coded condition maps reduce revisits
Actual savings depend on your company's site volume and labor rate – estimate your own with the ROI calculator.
Reports don't always meet standard requirements
Automatic EN 13508-2 compliance in every report
DXF export with AutoCAD compatibility. Standard-compliant PDF reports in one click.
Report quality varies with inspector experience and alertness
AI baseline + templates give every report the same structure
AI analysis + 26 architecture checks + templates = a consistent starting point the inspector finalizes.
Inspector typically handles 2–3 reports per day
AI-assisted: 6–10 reports per day in our example scenario
Same team can handle several times the project volume without additional hires. Numbers are illustrative – your result depends on your workflow.
Real validation numbers, not marketing promises. Every percentage measured on a held-out validation set.
Class-by-class breakdown · 37 luokkaa · validoitu 14 706 kuvalla
Continuously learning – Our models learn from every inspection – every approved or rejected finding improves accuracy automatically.
AI can make mistakes – Because the models are continuously learning, they can make mistakes. Always verify findings before delivering a report to a customer.
27
classes ≥ 90%
3
classes 80–90%
7
classes < 80% (need more data)
Mallin tarkkuus paranee korkeammalla videoresoluutiolla. 720p+ suositeltu; alle 480p videot voivat johtaa vääriin positiivisiin tuloksiin.
Validointi: 25.4.2026 · 14 706 kuvaa