AI/ML●●Solid
Ragprobe – measure RAG domain difficulty before deploying,no embeddings
Predicts RAG benchmark transfer failure using vocabulary specificity—no embeddings needed.
Big BrainNiche Gem
metawake
102mo ago
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RoomScore – Measure conference room acoustics with iPhone Lidar
by windowskies·Feb 19, 2026·3 points·0 comments
AI Analysis
●●SolidSolve My ProblemNiche Gem
LiDAR + RT60 physics for meeting rooms, but AV consultants already solve this.
Strengths
- •Uses professional acoustic physics (RT60 reverberation measurement) with LiDAR geometry capture for precision without hiring consultants.
- •Community benchmarking anonymously aggregates room data to build industry standards and improve equipment recommendations.
- •Addresses a genuine repeated pain point in office operations ("Can you repeat that?") with quantifiable diagnostics.
Weaknesses
- •Requires iPhone 12 Pro+ or iPad Pro with LiDAR—massive hardware gatekeeping; excludes Android and most iPhone users entirely.
- •Zero ratings/reviews on launch suggests cold start problem; no evidence of product-market fit or repeat usage beyond initial measurement.
Category
Target Audience
Facilities managers, AV integrators, IT teams, real estate professionals
Similar To
Acoustic measurement services (Arup, Salter consulting) · Room management systems (Cisco Webex Room Navigator)
Post Description
Solo dev, IT manager by day. Built this to solve my own problem — Would love feedback.
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