Innovation & AI: Algorithm That Hears Your Rhythm
Thought-pulse: home is the signal station of your future, and the algorithm only removes noise so the main bell can be heard.
1. AI Filter: How to Remove 99% of Noise
- Real estate market pulse accelerates: every month Dubai releases up to 15 new projects.
- In open databases 35,000+ active lots; < 1% really matches the rhythm of a specific person.
- Classic agent sorts by hand, gets tired, follows the beaten path.
I-message: I put silence above square meters — algorithm helps filter out the excess in minutes.
Algorithm befriends the non-standard: considers biorhythm (activity hours, routes, flights) and raises the “life scenario” filter above the “price/meters” filter.
2. Match Table: Where You Win
| Data Layer | What We Read | How It Affects Output |
|---|---|---|
| Life Tempo | calendar time-print, sleep intervals | priority of transport node proximity |
| Visual Anchor | 5-7 references (water panorama, concrete texture) | evaluate facades and views by contrast/light |
| Spending Style | expense split (lifestyle/investments) | suggests “villa + studio” instead of “two penthouses” |
| Energy Cycle | concentration peaks | offers smart home without ventilation noise |
Object with match < 0.4 goes backstage — client doesn’t even see it. Feed stays clean, like morning at Palm Jumeirah.
3. −11 Days of Median Cycle: JVT Deal Analysis
Client: “Three days — and I signed. No chaos.”
Me: “Algorithm just removed unnecessary noise, we heard the main thing.”
Day 1. Match 0.62. Construction site faces the balcony — visual noise breaks rhythm. Day 2. Client shifts priority: silence > coffee within five minutes. Algorithm recalculates — project A in the same JVT takes first place. Day 3. At the object we fix sound level (smartphone + calibrated microphone, AI app) — 34 dB. Fourth morning — SPA signature.
Without filter, client would scroll through 27 similar studios across JVT. Three days vs median four weeks — -11 days to cycle.
4. When Algorithm Says “Wait”
Villa in Damac Hills. Layout match 0.82, but night wind profile gives 0.38. Algorithm advice — “pause”. Six weeks later project B enters market in Alaya Gardens, match 0.89. Client thanks bot for honest silence.
5. What’s Next
- 0 → 1 — opening API for third-party brokers: .csv upload, scoring verification in seconds.
- 1 → n — connecting LiDAR interior scans: algorithm learns to understand volume, not just 2D plan.
Question to Reader
When choosing space in Dubai, what sounds louder: developer’s name or silence inside?
Write response in Telegram Bot — algorithm will catch it, and I’ll continue the conversation.
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