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Launch HN: Opusense (YC X25) – AI assistant for construction inspectors on site

May 20, 2025 - news.ycombinator.com
Roya and Michael, co-founders of Opusense AI, have developed a tool to automate the generation of construction site reports from typed or voice notes and photos. The tool is designed to alleviate the tedious task of report writing for engineers and consultants by transforming short notes into full sentences, paragraphs, tables, or photo captions within firm-specific report templates. Opusense AI is particularly suited for civil, structural, environmental, or geotechnical engineers who require freeform notes rather than checklist-style workflows. The tool leverages prompt-engineered LLMs and firm-specific formatting rules to ensure outputs are accurate and consistent, minimizing the risk of data hallucination.

Opusense AI is currently deployed at mid-sized firms and is being trialed by multinational engineering firms. The tool also includes translation features and is iteratively improved based on field feedback. While there is no self-serve option due to the need for company-specific template customization, a demo is available on YouTube, and a sample account is provided for users to explore the UI. The app can be downloaded from the Apple and Google Play stores, and sample reports can be viewed online through the Opusense website. The co-founders are seeking feedback and insights from others in the field work and reporting space.

Key takeaways:

  • Opusense AI automates construction site report generation from typed or voice notes and photos, reducing the time and effort required for engineers and consultants.
  • The tool is designed for freeform note-taking, making it suitable for civil, structural, environmental, or geotechnical engineers who need more than checklist-style workflows.
  • Opusense AI uses prompt-engineered LLMs and firm-specific formatting rules to transform structured inputs into structured outputs, minimizing the risk of data hallucination.
  • The app is available on Apple and Google Play stores, with a demo account provided for users to explore its features.
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