If you're using AI in Real Estate and still โstruggling,โ ๐ญ๐ก๐ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ ๐ฉ๐ซ๐จ๐๐๐๐ฅ๐ฒ ๐ข๐ฌ๐งโ๐ญ ๐ฅ๐๐๐๐ฌ, ๐ข๐ญโ๐ฌ ๐จ๐ซ๐๐ก๐๐ฌ๐ญ๐ซ๐๐ญ๐ข๐จ๐ง. The uncomfortable truth is this: if one agent can systematically manage twice the number of clients, ๐ญ๐ก๐ ๐ข๐ง๐๐ฎ๐ฌ๐ญ๐ซ๐ฒ ๐๐จ๐๐ฌ ๐ง๐จ๐ญ ๐๐ฑ๐ฉ๐๐ง๐ ๐ญ๐จ ๐ฉ๐ซ๐จ๐ญ๐๐๐ญ ๐๐ฏ๐๐ซ๐ฒ๐จ๐ง๐ ๐๐ฅ๐ฌ๐. ๐๐ญ ๐๐จ๐ฆ๐ฉ๐ซ๐๐ฌ๐ฌ๐๐ฌ...
My new piece just got published on @TechNodeGlobal : โ๐๐ฉ๐บ ๐๐ ๐ฐ๐ณ๐ค๐ฉ๐ฆ๐ด๐ต๐ณ๐ข๐ต๐ช๐ฐ๐ฏ ๐ช๐ด ๐ณ๐ฆ๐ด๐ฉ๐ข๐ฑ๐ช๐ฏ๐จ ๐๐ช๐ฏ๐จ๐ข๐ฑ๐ฐ๐ณ๐ฆโ๐ด ๐ฑ๐ณ๐ฐ๐ฑ๐ฆ๐ณ๐ต๐บ ๐ช๐ฏ๐ฅ๐ถ๐ด๐ต๐ณ๐บ.โ A few ideas I explore:
๐ธ๐ฌ Singapore has 36,816 registered real estate agents today, and ๐ญ๐ก๐ ๐ฆ๐๐ซ๐ค๐๐ญ ๐ฅ๐ข๐ค๐๐ฅ๐ฒ ๐ฐ๐จ๐งโ๐ญ ๐ฌ๐ฎ๐ฌ๐ญ๐๐ข๐ง ๐๐ฅ๐ฅ ๐จ๐ ๐ญ๐ก๐๐ฆ as productivity compounds.
๐ฅข The next advantage wonโt be โbetter chat.โ It comes from ๐จ๐ซ๐๐ก๐๐ฌ๐ญ๐ซ๐๐ญ๐ข๐ง๐ ๐ฐ๐จ๐ซ๐ค ๐๐๐ซ๐จ๐ฌ๐ฌ ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ, ๐ฌ๐ฉ๐ซ๐๐๐๐ฌ๐ก๐๐๐ญ๐ฌ, ๐๐๐ฅ๐๐ง๐๐๐ซ๐ฌ, ๐๐๐๐ฌ, ๐ฉ๐จ๐ซ๐ญ๐๐ฅ๐ฌ.
๐ Most agents arenโt constrained by lead volume, theyโre ๐๐จ๐ง๐ฌ๐ญ๐ซ๐๐ข๐ง๐๐ ๐๐ฒ ๐๐จ๐จ๐ซ๐๐ข๐ง๐๐ญ๐ข๐จ๐ง capacity.
๐ When you compress hours of fragmented admin into minutes, you donโt just save time. You ๐๐ฑ๐ฉ๐๐ง๐ ๐ฉ๐ข๐ฉ๐๐ฅ๐ข๐ง๐ ๐๐๐ฉ๐๐๐ข๐ญ๐ฒ (๐จ๐๐ญ๐๐ง 2-3๐ฑ).
Curious how others in Singapore (and beyond) are thinking about orchestration, especially in high-velocity, relationship-driven industries. Full article in the link below:
https://t.co/X7geTwEjgJ
#AI #PropTech #RealEstate #Singapore #PropNex #ERA #Huttons #OrangeTee #SRI #AIAutomation #WorkflowAutomation #Productivity #Sales #DigitalTransformation #WhatsApp #SMS #Android #iOS #Operations #AgentProductivity
-- Published by my AI personal assistant, @thelibrarianai
Had such a blast in this interview, as you can tell by how excited I look answering the questions from Michael Smith Jr. and Raz Kotler on their The Generalists podcast!
We covered so many topics around Neil Kumar and my journey in building @thelibrarianai , including the OG story of how the idea started from a casual dinner and drinks with @vinnielauria in Singapore while I was still an EIR at Golden Gate Ventures, which is now a major investor backing us.
Also went deep into why @WhatsApp has been playing a major role in user adoption, how we are getting deeper into some verticals like the Real Estate market, the uphill challenge of securing our $2m Seed Round (including from key strategic PropTech investors like Twenty Five Ventures), and the importance of being super resilient as a Founder!
Hope you enjoy watching it as much as I did:
https://t.co/bIHkdmLmDC
1 ๐ข๐ง 3 ๐ก๐จ๐ฆ๐ ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐ข๐ง๐ญ๐๐ซ๐ฏ๐ข๐๐ฐ ๐ฆ๐ฎ๐ฅ๐ญ๐ข๐ฉ๐ฅ๐ ๐๐ ๐๐ง๐ญ๐ฌ when looking for their dream home. What makes the winner stand out?
Over the past few months Iโve been deep in the Real Estate trenches as we build an AI companion for top agents to close more deals. A few takeaways that surprised me:
a) 90% ๐จ๐ ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐ฌ๐ญ๐ข๐ฅ๐ฅ ๐ฐ๐จ๐ซ๐ค ๐ฐ๐ข๐ญ๐ก ๐๐ง ๐๐ ๐๐ง๐ญ, as it's probably the biggest purchase of their lives.
b) 9 ๐จ๐ฎ๐ญ ๐จ๐ 10 ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐๐ซ๐๐งโ๐ญ ๐๐ฎ๐ฅ๐ฅ๐ฒ ๐ฌ๐๐ญ๐ข๐ฌ๐๐ข๐๐ with their agent experience. Thatโs a massive gap and opportunity.
c) ~99% ๐จ๐ ๐ญ๐ก๐ ๐๐ ๐๐ง๐ญ๐ฌ ๐๐จ ๐ง๐จ๐ญ ๐ฎ๐ฌ๐ ๐ญ๐ก๐ ๐๐ซ๐จ๐ค๐๐ซ'๐ฌ ๐๐๐ system due to it's complexity.
At @thelibrarianai, we believe AI is the unlock, not the replacement. It helps our great agents:
1. ๐๐๐ฉ๐ฅ๐ฒ ๐ข๐ง ๐ฆ๐ข๐ง๐ฎ๐ญ๐๐ฌ (not hours) with clear next steps
2. ๐๐๐ฆ๐๐ฆ๐๐๐ซ ๐๐ฏ๐๐ซ๐ฒ ๐๐๐ญ๐๐ข๐ฅ about the client's profile
3. ๐๐ฎ๐ซ๐ง ๐ฆ๐๐ฌ๐ฌ๐ฒ ๐๐จ๐ง๐ฏ๐๐ซ๐ฌ๐๐ญ๐ข๐จ๐ง๐ฌ into clean communication
Human relationships stay at the center; technology removes the friction.
Curious how our top agents are using AI to level up client experience? DM me and Iโll share specific workflows that are moving the needle.
โ Published by my WhatsApp AI personal assistant, The Librarian
https://t.co/4pQbE88cyX
Most teams donโt have an โemail problemโ.
They have a follow-up problem.
After every meeting, intro, or event, the same thing happens:
- good intent
- zero time
- leads go cold in the inbox
With The Librarian, you can just message what happened (or speak it), and it drafts the follow-up for you in seconds, so you actually send it while the context is fresh.
If youโre in Real Estate, this is the difference between โIโll follow upโ and โdeal moved forward todayโ.
Want to try the workflow: business card photo โ instant follow-up โ saved to Google Contacts with notes?
#AI #Productivity #Sales #RealEstate #PropTech #FollowUp #CRM #EmailAutomation #Networking #Founders #Operators #GoogleContacts
-- Published by my WhatsApp AI personal assistant, The Librarian https://t.co/e9hjfXaY0i
1 ๐ข๐ง 3 ๐ก๐จ๐ฆ๐ ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐ข๐ง๐ญ๐๐ซ๐ฏ๐ข๐๐ฐ ๐ฆ๐ฎ๐ฅ๐ญ๐ข๐ฉ๐ฅ๐ ๐๐ ๐๐ง๐ญ๐ฌ when looking for their dream home. What makes the winner stand out?
Over the past few months Iโve been deep in the Real Estate trenches as we build an AI companion for top agents to close more deals. A few takeaways that surprised me:
a) 90% ๐จ๐ ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐ฌ๐ญ๐ข๐ฅ๐ฅ ๐ฐ๐จ๐ซ๐ค ๐ฐ๐ข๐ญ๐ก ๐๐ง ๐๐ ๐๐ง๐ญ, as it's probably the biggest purchase of their lives.
b) 9 ๐จ๐ฎ๐ญ ๐จ๐ 10 ๐๐ฎ๐ฒ๐๐ซ๐ฌ ๐๐ซ๐๐งโ๐ญ ๐๐ฎ๐ฅ๐ฅ๐ฒ ๐ฌ๐๐ญ๐ข๐ฌ๐๐ข๐๐ with their agent experience. Thatโs a massive gap and opportunity.
c) ~99% ๐จ๐ ๐ญ๐ก๐ ๐๐ ๐๐ง๐ญ๐ฌ ๐๐จ ๐ง๐จ๐ญ ๐ฎ๐ฌ๐ ๐ญ๐ก๐ ๐๐ซ๐จ๐ค๐๐ซ'๐ฌ ๐๐๐ system due to it's complexity.
At @thelibrarianai, we believe AI is the unlock, not the replacement. It helps our great agents:
1. ๐๐๐ฉ๐ฅ๐ฒ ๐ข๐ง ๐ฆ๐ข๐ง๐ฎ๐ญ๐๐ฌ (not hours) with clear next steps
2. ๐๐๐ฆ๐๐ฆ๐๐๐ซ ๐๐ฏ๐๐ซ๐ฒ ๐๐๐ญ๐๐ข๐ฅ about the client's profile
3. ๐๐ฎ๐ซ๐ง ๐ฆ๐๐ฌ๐ฌ๐ฒ ๐๐จ๐ง๐ฏ๐๐ซ๐ฌ๐๐ญ๐ข๐จ๐ง๐ฌ into clean communication
Human relationships stay at the center; technology removes the friction.
Curious how our top agents are using AI to level up client experience? DM me and Iโll share specific workflows that are moving the needle.
โ Published by my WhatsApp AI personal assistant, The Librarian
https://t.co/4pQbE88cyX
Stepping into 2026 with a look back at the milestones, conversations, and growth that shaped https://t.co/HAYHWdVEmd in 2025. Grateful for our community, partners, and everyone who was part of the journey.ย ๐ย ๐ย ๐ง
#TheLibrarianIO#AIStartup#StartupJourney#ProductGrowth #TechInnovation #FounderStory #AItools #AI
๐ Big moments at #UNLOCKED26: The Premier EastโWest Real Estate ร Tech Conference, hosted by igloo on 4 February at GlassDome โ Landmark of Good.
The one-day summit brought together leaders from real estate, tech, and finance to explore collaborations shaping the future of the industry. We were proud to showcase https://t.co/HAYHWdVEmdโs latest real estate feature, enabling agents to update client preferences on the go and instantly surface relevant property listingsโwithin minutes.
A special shoutout to Fabian Tan for his stage debut and to Tiago Costa Alves for sharing insights on how AI is transforming real estate operations.
Grateful to connect with industry experts and looking forward to more conversations that move proptech forward.
#unlocked26 #igloohome #TheLibrarian #PropTech #AI #RealEstate
๐ Ending the year with a bang! Thrilled to welcome @neorealtydubai as our first anchor ๐๐๐๐ฅ ๐๐ฌ๐ญ๐๐ญ๐ ๐๐ฅ๐ข๐๐ง๐ญ ๐ข๐ง ๐๐ฎ๐๐๐ข. We're excited to work with them, especially the CEO, Tshepo, a true AI enthusiast who has been a PRO user for months and is now rolling it out to his entire team.
๐ข From now on, their Agents can tap from @WhatsApp into everything The Librarian does best: hands-free scheduling, pre-meeting briefs, automated follow-ups, reminders, and social media posts. A key factor for Tshepo's decision was the ๐ง๐๐ฐ ๐ข๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐๐ซ๐ ๐๐ญ๐ญ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐ฎ๐๐๐ข ๐๐๐ซ๐ค๐๐ญ:
(1) @bayut Portal for searching new property listings;
(2) @PixxiCRM for checking detailed info on their clients & listings;
๐๏ธ If you are a Real Estate Agent or lead a team and ๐ฐ๐๐ง๐ญ ๐ญ๐จ ๐ฌ๐๐ ๐ก๐จ๐ฐ ๐ข๐ญ ๐๐๐ง ๐ซ๐๐๐ข๐๐๐ฅ๐ฅ๐ฒ ๐๐จ๐จ๐ฌ๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐ฉ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐ฏ๐ข๐ญ๐ฒ, do message us and weโll set you up.
#Brokerage #DubaiRealEstate #PropTech #WhatsApp #Productivity #Bayut #Pixxi
๐ฐ ๐ Big day for https://t.co/lQJAhzzkql. Proud of what we have built so far, and grateful to do it with my cofounder Neil Kumar. Huge thanks to our investors for the trust and support: Vinnie Lauria and the Golden Gate Ventures team, Max Diez at Twenty Five Ventures, and Jeremy Stoppelman from Yelp.
๐ ๐ฅ We are starting to see real traction in the ๐๐๐๐ฅ ๐๐ฌ๐ญ๐๐ญ๐ and ๐๐ง๐ฌ๐ฎ๐ซ๐๐ง๐๐ verticals. If you operate in these fields, reach out. We would love to show you how ๐๐ง ๐๐ฑ๐๐๐ฎ๐ญ๐ข๐ฏ๐ ๐๐ฌ๐ฌ๐ข๐ฌ๐ญ๐๐ง๐ญ ๐ข๐ง ๐๐จ๐ฎ๐ซ ๐๐จ๐๐ค๐๐ญ can reduce admin, speed up follow-ups, and help your team close faster.
-- Published by my WhatsApp AI personal assistant, The Librarian https://t.co/4pQbE88cyX
The Librarian secures US$2M to redefine what an executive assistant can be https://t.co/6zN2zVL8oQ
๐คฉ Black Friday promo for https://t.co/lQJAhzzkql is live. ๐คฉ
๐ค Weโre giving 50% ๐๐ ๐ for new subscribers. Go to your account page, pick a plan, then enter code ๐๐๐๐๐๐ ๐๐๐๐๐50 at checkout. Valid until Dec 5.
What you get with @thelibrarianai :
โข PreโMeeting Briefs and Morning Briefs to stay on top of your day
โข Handsโfree scheduling on @WhatsApp , @Zoom integration with transcripts
โข Autoโcreate @Google Contacts from a business card photo
โข Draft and post @LinkedIn content from chat, generate images on demand
Grab the deal while itโs live. If youโre overwhelmed, this is your sign to get an exec assistant in your pocket.
#BlackFriday #AI #ExecutiveAssistant #WhatsApp #Productivity #Founders #SalesTeams
-- Published by my AI personal assistant, The Librarian https://t.co/4pQbE88cyX
using nano banana for data visualization has been one of my biggest holy shit moments of 2025
big query + 1 gumloop agent in slack + nano banana
it takes any prompt, writes SQL, explores all our data and pumps out accurate graphics in seconds
Short article I wrote about @Metaโs new @WhatsApp AI policy banning general purpose AI Bots and why @thelibrarianai isnโt affected. ๐ค ๐ช
https://t.co/gBwr5Gez0D via @LinkedIn
๐ธ @thelibrarianai just became the ๐๐๐ฌ๐ญ ๐๐จ๐ฆ๐ฉ๐๐ง๐ข๐จ๐ง ๐๐ ๐๐จ๐ซ ๐๐ฏ๐๐ง๐ญ๐ฌ! Snap a photo of a business card, then in one step:
โข immediately ๐๐จ๐ฅ๐ฅ๐จ๐ฐ ๐ฎ๐ฉ ๐๐ฒ ๐๐ฆ๐๐ข๐ฅ
โข ask to add the ๐ข๐ง๐๐จ ๐ญ๐จ ๐๐จ๐ง๐ญ๐๐๐ญ๐ฌ
โ๏ธ You can even ๐ข๐ง๐๐ฅ๐ฎ๐๐ ๐ฎ๐ฌ๐๐๐ฎ๐ฅ ๐ข๐ง๐๐จ ๐ข๐ง๐ญ๐จ ๐ญ๐ก๐ ๐ง๐จ๐ญ๐๐ฌ field, eg where you met the person, specific interests or business opportunity, etc, so you can recall next time you meet them!
๐คต Perfect for ๐๐จ๐ฎ๐ง๐๐๐ซ๐ฌ, ๐ฌ๐๐ฅ๐๐ฌ ๐ญ๐๐๐ฆ๐ฌ, ๐ซ๐๐๐ฅ ๐๐ฌ๐ญ๐๐ญ๐ ๐๐ ๐๐ง๐ญ๐ฌ, ๐๐ง๐ ๐ข๐ง๐ฌ๐ฎ๐ซ๐๐ง๐๐ ๐๐ ๐๐ง๐ญ๐ฌ who meet lots of people. It turns that stack of cards into relationships you wonโt forget.
๐ I hear from many users that ๐ญ๐ก๐ข๐ฌ ๐ฌ๐ข๐ง๐ ๐ฅ๐ "๐๐ข๐ณ ๐๐๐ซ๐ --> ๐ฌ๐๐ง๐ ๐๐ฆ๐๐ข๐ฅ --> ๐๐๐ ๐ญ๐จ ๐๐จ๐ง๐ญ๐๐๐ญ๐ฌ" ๐ฐ๐จ๐ซ๐ค๐๐ฅ๐จ๐ฐ ๐๐ฅ๐จ๐ง๐ ๐ข๐ฌ ๐ฐ๐จ๐ซ๐ญ๐ก ๐ฉ๐๐ฒ๐ข๐ง๐ ๐๐จ๐ซ. The funny thing is that this is only one of many things The Librarian can do and just in time for the Singapore FinTech Festival!
-- Published by my AI personal assistant, The Librarian https://t.co/4pQbE88cyX
Grateful for this feature on @startuptofollow highlighting how our AI Executive Assistant on @WhatsApp is saving time for busy professionals on the move:
1. ๐๐๐ก๐๐๐ฎ๐ฅ๐ ๐ฆ๐๐๐ญ๐ข๐ง๐ ๐ฌ and manage tasks by voice
2. ๐๐ซ๐-๐๐๐๐ญ๐ข๐ง๐ ๐๐ซ๐ข๐๐๐ฌ and personalized Morning Briefs
3. Post to @LinkedIn and open @github tickets
4. Deep integrations with ๐๐จ๐จ๐ ๐ฅ๐ ๐๐๐ฅ๐๐ง๐๐๐ซ, ๐๐ข๐ง๐ค๐๐๐๐ง, ๐๐ฆ๐๐ข๐ฅ, ๐๐จ๐จ๐ฆ
5. Privacy-first, with ๐๐ง๐๐ซ๐ฒ๐ฉ๐ญ๐๐ ๐๐๐ญ๐ and no model training
Read the full piece here - https://t.co/dzncdV46tE
#AIassistant #SMB #RealEstate #Sales #Founder