SlideShare ist ein Scribd-Unternehmen logo
1 von 12
www.propai.co.uk
Artificial Intelligence in Real Estate
Building a Better Built Environment
AI in Real Estate
Contents
1. The 5 Areas of Focus for AI
2. The 17 Target Areas for AI in Real Estate
3. Target Applications within those 17 Areas
4. Competitive Advantage through AI
5. AI at Large; Crossing the Chasm
6. Action Steps
AI in Real Estate
Since inception of ‘AI’ at Dartmouth College in 1956 there have been 5 areas of
focus:
1. Knowledge about the World
2. Reasoning: Deductive, Inductive and Abductive
3. Planning: setting goals and how to achieve them
4. Communication: Understanding written and spoken language
5. Perception: Understanding imagery, sounds and other sensory inputs
AI in Real Estate
These five areas of focus are generic across the business world
● Knowledge about the World
○ Information Synthesis, Consumer/Customer Targeting, Marketing/Advertising
● Reasoning: Deductive, Inductive and Abductive
○ Asset Management, Compliance, Document Analysis, Application Processing
● Planning: setting goals and how to achieve them
○ Logistics, Predictive Maintenance, Demand Forecasting
AI in Real Estate
These five areas of focus are generic across the business world
● Communication: Understanding written and spoken language
○ Voice Control, Intelligent Agents, Customer Support, Client Service
● Perception: Understanding imagery, sounds and other sensory inputs
○ Authentication/Security, Spatial awareness
AI in Real Estate
Leading to 17 Target Areas within Real
Estate
❖ Investment strategy
❖ Portfolio construction
❖ Risk management
❖ Client service
❖ Asset Monitoring
❖ Discovery & due diligence
❖ Compliance
❖ Predictive maintenance
❖ Asset performance
❖ Customer segmentation
❖ Content personalisation
❖ Price optimisation
❖ Churn prediction
❖ Infrastructure optimisation
❖ Demand optimisation
❖ Security
❖ Customer experience
AI in Real Estate
Target Applications within Real Estate
❖ Investment strategy
➢ Synthesising research and data
➢ Incorporating disparate data sources
➢ Processing and analysing unstructured data (emails, voice, imagery)
➢ Powerful pattern recognition
➢ More flexibility and insight than rules based systems
AI in Real Estate
Target Applications within Real Estate
❖ Portfolio Construction
➢ Analyse client goals
➢ Personalised
➢ Optimised
➢ ‘Robo-advisors’
➢ Low cost
➢ High speed
AI in Real Estate
Target Applications within Real Estate
❖ Risk Management
➢ Analysis of broad data sets
➢ Process unstructured data
➢ Apply large cognitive processing
➢ ‘Read’ widely via natural language processing (NLP)
➢ Algorithms using deep learning are effective for image analysis
➢ Bayesian (probability-based) AI is useful for predicting settlement costs
➢ Deep Learning allows for highly granular, confident pattern matching
AI in Real Estate
This is just the start of a 40 slide presentation, covering the
future of AI in the real estate industry.
Please get in touch if you are interested in an in person walk
through of possibly the most important technology of the
next 10 years.
Visit us at www.propai.co.uk
www.propai.co.uk

Weitere ähnliche Inhalte

Was ist angesagt?

Generative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfGenerative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfLiming Zhu
 
Generative AI and law.pptx
Generative AI and law.pptxGenerative AI and law.pptx
Generative AI and law.pptxChris Marsden
 
Artificial intelligence enters the medical field
Artificial intelligence enters the medical fieldArtificial intelligence enters the medical field
Artificial intelligence enters the medical fieldRuchi Jain
 
AI in Healthcare 2017
AI in Healthcare 2017AI in Healthcare 2017
AI in Healthcare 2017Peter Morgan
 
Presentation About Big Data (DBMS)
Presentation About Big Data (DBMS)Presentation About Big Data (DBMS)
Presentation About Big Data (DBMS)SiamAhmed16
 
Unpacking AI for Healthcare
Unpacking AI for HealthcareUnpacking AI for Healthcare
Unpacking AI for HealthcareLumiata
 
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostLLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostAggregage
 
AI and the Financial Service Segment
AI and the Financial Service SegmentAI and the Financial Service Segment
AI and the Financial Service SegmentGraeme Wood
 
Conversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsConversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsCristina Vidu
 
Can AI finally "cure" the Marketing Myopia?
Can AI finally "cure" the Marketing Myopia?Can AI finally "cure" the Marketing Myopia?
Can AI finally "cure" the Marketing Myopia?Tathagat Varma
 

Was ist angesagt? (20)

Intro to LLMs
Intro to LLMsIntro to LLMs
Intro to LLMs
 
Generative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfGenerative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdf
 
Generative AI
Generative AIGenerative AI
Generative AI
 
Generative AI and law.pptx
Generative AI and law.pptxGenerative AI and law.pptx
Generative AI and law.pptx
 
Carol Scott - Fast Track Your AI Journey.pdf
Carol Scott - Fast Track  Your AI Journey.pdfCarol Scott - Fast Track  Your AI Journey.pdf
Carol Scott - Fast Track Your AI Journey.pdf
 
Artificial intelligence enters the medical field
Artificial intelligence enters the medical fieldArtificial intelligence enters the medical field
Artificial intelligence enters the medical field
 
Andy Roy - Conversational AI - Why We Must Build.pdf
Andy Roy - Conversational AI - Why We Must Build.pdfAndy Roy - Conversational AI - Why We Must Build.pdf
Andy Roy - Conversational AI - Why We Must Build.pdf
 
AI in Healthcare 2017
AI in Healthcare 2017AI in Healthcare 2017
AI in Healthcare 2017
 
AI in healthcare.pptx
AI in healthcare.pptxAI in healthcare.pptx
AI in healthcare.pptx
 
Marv Wexler - Transform Your with AI.pdf
Marv Wexler - Transform Your with AI.pdfMarv Wexler - Transform Your with AI.pdf
Marv Wexler - Transform Your with AI.pdf
 
Presentation About Big Data (DBMS)
Presentation About Big Data (DBMS)Presentation About Big Data (DBMS)
Presentation About Big Data (DBMS)
 
Unpacking AI for Healthcare
Unpacking AI for HealthcareUnpacking AI for Healthcare
Unpacking AI for Healthcare
 
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostLLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
 
Jim Lecinski - Capturing the Power of AI in Marketing.pdf
Jim Lecinski - Capturing the Power of AI in Marketing.pdfJim Lecinski - Capturing the Power of AI in Marketing.pdf
Jim Lecinski - Capturing the Power of AI in Marketing.pdf
 
AI and the Financial Service Segment
AI and the Financial Service SegmentAI and the Financial Service Segment
AI and the Financial Service Segment
 
James Feldman - AII Powered Business Tools.pdf
James Feldman - AII Powered Business Tools.pdfJames Feldman - AII Powered Business Tools.pdf
James Feldman - AII Powered Business Tools.pdf
 
UTILITY OF AI
UTILITY OF AIUTILITY OF AI
UTILITY OF AI
 
Conversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsConversational AI and Chatbot Integrations
Conversational AI and Chatbot Integrations
 
Generative AI How It's Changing Our World and What It Means for You_final.pdf
Generative AI How It's Changing Our World and What It Means for You_final.pdfGenerative AI How It's Changing Our World and What It Means for You_final.pdf
Generative AI How It's Changing Our World and What It Means for You_final.pdf
 
Can AI finally "cure" the Marketing Myopia?
Can AI finally "cure" the Marketing Myopia?Can AI finally "cure" the Marketing Myopia?
Can AI finally "cure" the Marketing Myopia?
 

Ähnlich wie Prop ai artificial intelligence in real estate

Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deck
Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deckPitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deck
Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deckHajeJanKamps
 
CH&Co. - cognitive banking - 5th generation of banking
CH&Co. - cognitive banking - 5th generation of bankingCH&Co. - cognitive banking - 5th generation of banking
CH&Co. - cognitive banking - 5th generation of bankingPatrick Bucquet
 
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...HfS Research
 
There's No AI Without IA (Information Architecture)
There's No AI Without IA (Information Architecture)There's No AI Without IA (Information Architecture)
There's No AI Without IA (Information Architecture)Earley Information Science
 
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...Lucidworks
 
CWIN17 san francisco-rob vellinga - Interaction between AI and people
CWIN17 san francisco-rob vellinga -  Interaction between AI and peopleCWIN17 san francisco-rob vellinga -  Interaction between AI and people
CWIN17 san francisco-rob vellinga - Interaction between AI and peopleCapgemini
 
"How AI Changing Traditional SEO to Advance
"How AI Changing Traditional SEO to Advance"How AI Changing Traditional SEO to Advance
"How AI Changing Traditional SEO to Advancehimanithakur84
 
Natural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainNatural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainCapgemini
 
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...DataWorks Summit/Hadoop Summit
 
PD Overview - Powerpoint
PD Overview - PowerpointPD Overview - Powerpoint
PD Overview - PowerpointIavanie van Zyl
 
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...Machine Learning and Knowledge Representation: a Synergic Approach for Busine...
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...Data Driven Innovation
 
Slides: How AI Makes Analytics More Human
Slides: How AI Makes Analytics More HumanSlides: How AI Makes Analytics More Human
Slides: How AI Makes Analytics More HumanDATAVERSITY
 
12 ai-digital-finance-overview
12 ai-digital-finance-overview12 ai-digital-finance-overview
12 ai-digital-finance-overviewinnov-acts-ltd
 
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...Comment aider les entreprises à trouver et implémenter de nouvelles sources d...
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...TelecomValley
 
Indonesia AI Summit agus laksono to be shared.pdf
Indonesia AI Summit agus laksono to be shared.pdfIndonesia AI Summit agus laksono to be shared.pdf
Indonesia AI Summit agus laksono to be shared.pdfagus laksono
 
Building web apps for a multiscreen world
Building web apps for a multiscreen worldBuilding web apps for a multiscreen world
Building web apps for a multiscreen worldAussie
 
Personalization in Global Financial Services
Personalization in Global Financial ServicesPersonalization in Global Financial Services
Personalization in Global Financial ServicesSanjay B. Bhakta
 
Ai in Human Welfare and Knowledge Economy
Ai in Human Welfare and Knowledge EconomyAi in Human Welfare and Knowledge Economy
Ai in Human Welfare and Knowledge EconomySubhendu Dey
 
Rohit Talwar - ERA Presentation Oslo - 16 05 12
Rohit Talwar - ERA Presentation Oslo - 16 05 12Rohit Talwar - ERA Presentation Oslo - 16 05 12
Rohit Talwar - ERA Presentation Oslo - 16 05 12Rohit Talwar
 

Ähnlich wie Prop ai artificial intelligence in real estate (20)

Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deck
Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deckPitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deck
Pitch Deck Teardown: Fifth Dimension AI's $2.8M Seed deck
 
CH&Co. - cognitive banking - 5th generation of banking
CH&Co. - cognitive banking - 5th generation of bankingCH&Co. - cognitive banking - 5th generation of banking
CH&Co. - cognitive banking - 5th generation of banking
 
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
 
There's No AI Without IA (Information Architecture)
There's No AI Without IA (Information Architecture)There's No AI Without IA (Information Architecture)
There's No AI Without IA (Information Architecture)
 
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...
Webinar: Guest Forrester Analyst Reveals Why Cognitive Search Matters for Eco...
 
CWIN17 san francisco-rob vellinga - Interaction between AI and people
CWIN17 san francisco-rob vellinga -  Interaction between AI and peopleCWIN17 san francisco-rob vellinga -  Interaction between AI and people
CWIN17 san francisco-rob vellinga - Interaction between AI and people
 
"How AI Changing Traditional SEO to Advance
"How AI Changing Traditional SEO to Advance"How AI Changing Traditional SEO to Advance
"How AI Changing Traditional SEO to Advance
 
Natural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in BlockchainNatural language Processing for Smart contracts in Blockchain
Natural language Processing for Smart contracts in Blockchain
 
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
 
PD Overview - Powerpoint
PD Overview - PowerpointPD Overview - Powerpoint
PD Overview - Powerpoint
 
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...Machine Learning and Knowledge Representation: a Synergic Approach for Busine...
Machine Learning and Knowledge Representation: a Synergic Approach for Busine...
 
Slides: How AI Makes Analytics More Human
Slides: How AI Makes Analytics More HumanSlides: How AI Makes Analytics More Human
Slides: How AI Makes Analytics More Human
 
12 ai-digital-finance-overview
12 ai-digital-finance-overview12 ai-digital-finance-overview
12 ai-digital-finance-overview
 
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...Comment aider les entreprises à trouver et implémenter de nouvelles sources d...
Comment aider les entreprises à trouver et implémenter de nouvelles sources d...
 
Indonesia AI Summit agus laksono to be shared.pdf
Indonesia AI Summit agus laksono to be shared.pdfIndonesia AI Summit agus laksono to be shared.pdf
Indonesia AI Summit agus laksono to be shared.pdf
 
CyberMindTechnology
CyberMindTechnologyCyberMindTechnology
CyberMindTechnology
 
Building web apps for a multiscreen world
Building web apps for a multiscreen worldBuilding web apps for a multiscreen world
Building web apps for a multiscreen world
 
Personalization in Global Financial Services
Personalization in Global Financial ServicesPersonalization in Global Financial Services
Personalization in Global Financial Services
 
Ai in Human Welfare and Knowledge Economy
Ai in Human Welfare and Knowledge EconomyAi in Human Welfare and Knowledge Economy
Ai in Human Welfare and Knowledge Economy
 
Rohit Talwar - ERA Presentation Oslo - 16 05 12
Rohit Talwar - ERA Presentation Oslo - 16 05 12Rohit Talwar - ERA Presentation Oslo - 16 05 12
Rohit Talwar - ERA Presentation Oslo - 16 05 12
 

Kürzlich hochgeladen

Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|
Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|
Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|AkshayJoshi575980
 
Majestique Viman Nagar Pune Brochure.pdf
Majestique Viman Nagar Pune Brochure.pdfMajestique Viman Nagar Pune Brochure.pdf
Majestique Viman Nagar Pune Brochure.pdfBabyrudram
 
Listing Turkey Sylvana Istanbul - Bahcesehir
Listing Turkey Sylvana Istanbul - BahcesehirListing Turkey Sylvana Istanbul - Bahcesehir
Listing Turkey Sylvana Istanbul - BahcesehirListing Turkey
 
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...lizamodels9
 
Premium Villa Projects in Sarjapur Road Bengaluru
Premium Villa Projects in Sarjapur Road BengaluruPremium Villa Projects in Sarjapur Road Bengaluru
Premium Villa Projects in Sarjapur Road BengaluruShivaSeo3
 
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhidelhimodel235
 
Kohinoor Hinjewadi Phase 2 Pune E-Brochure.pdf
Kohinoor Hinjewadi Phase 2 Pune  E-Brochure.pdfKohinoor Hinjewadi Phase 2 Pune  E-Brochure.pdf
Kohinoor Hinjewadi Phase 2 Pune E-Brochure.pdfManishSaxena95
 
Puravankara Mundhwa Pune E-Brochure.pdf
Puravankara Mundhwa Pune  E-Brochure.pdfPuravankara Mundhwa Pune  E-Brochure.pdf
Puravankara Mundhwa Pune E-Brochure.pdfManishSaxena95
 
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdfMagarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdfManishSaxena95
 
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...asmaqueen5
 
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...delhimodel235
 
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...delhimodel235
 
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaon
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | GurgaonFULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaon
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaonsoniya singh
 
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports Work
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports WorkTENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports Work
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports WorkTurbo Tenant
 
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...delhimodel235
 
How to Build Multifamily and Laneway Suites in Toronto!! (feat. Expert Archi...
How to Build Multifamily and Laneway Suites  in Toronto!! (feat. Expert Archi...How to Build Multifamily and Laneway Suites  in Toronto!! (feat. Expert Archi...
How to Build Multifamily and Laneway Suites in Toronto!! (feat. Expert Archi...Volition Properties
 
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDFMs Riya
 
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhi
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In DelhiLow Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhi
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhiasmaqueen5
 
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...delhimodel235
 
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...asmaqueen5
 

Kürzlich hochgeladen (20)

Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|
Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|
Maha Mauka Squarefeet Brochure |Maha Mauka Squarefeet PDF Brochure|
 
Majestique Viman Nagar Pune Brochure.pdf
Majestique Viman Nagar Pune Brochure.pdfMajestique Viman Nagar Pune Brochure.pdf
Majestique Viman Nagar Pune Brochure.pdf
 
Listing Turkey Sylvana Istanbul - Bahcesehir
Listing Turkey Sylvana Istanbul - BahcesehirListing Turkey Sylvana Istanbul - Bahcesehir
Listing Turkey Sylvana Istanbul - Bahcesehir
 
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...
:/Call Girls In Saidulajab Delhi ➥9990211544 High profile Riya Escorts In 24/...
 
Premium Villa Projects in Sarjapur Road Bengaluru
Premium Villa Projects in Sarjapur Road BengaluruPremium Villa Projects in Sarjapur Road Bengaluru
Premium Villa Projects in Sarjapur Road Bengaluru
 
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
 
Kohinoor Hinjewadi Phase 2 Pune E-Brochure.pdf
Kohinoor Hinjewadi Phase 2 Pune  E-Brochure.pdfKohinoor Hinjewadi Phase 2 Pune  E-Brochure.pdf
Kohinoor Hinjewadi Phase 2 Pune E-Brochure.pdf
 
Puravankara Mundhwa Pune E-Brochure.pdf
Puravankara Mundhwa Pune  E-Brochure.pdfPuravankara Mundhwa Pune  E-Brochure.pdf
Puravankara Mundhwa Pune E-Brochure.pdf
 
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdfMagarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
 
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...
Call Girls In Chand Nagar (Delhi)+918447779280 Welcome To Vip Women Seeking M...
 
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 13 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
 
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...
Call Girls in laxmi Nagar Delhi 💯Call Us 🔝 9582086666🔝 South Delhi Escorts Se...
 
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaon
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | GurgaonFULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaon
FULL ENJOY - 8264348440 Call Girls in DLf Phase 4 | Gurgaon
 
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports Work
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports WorkTENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports Work
TENANT SCREENING REPORT SERVICES​ How Tenant Screening Reports Work
 
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 12 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
 
How to Build Multifamily and Laneway Suites in Toronto!! (feat. Expert Archi...
How to Build Multifamily and Laneway Suites  in Toronto!! (feat. Expert Archi...How to Build Multifamily and Laneway Suites  in Toronto!! (feat. Expert Archi...
How to Build Multifamily and Laneway Suites in Toronto!! (feat. Expert Archi...
 
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF
9711199012 Call {Girls Delhi} Very Low rate Vaishali DownLoad PDF
 
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhi
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In DelhiLow Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhi
Low Rate ↬Call Girls in Trilokpuri Delhi ↫8447779280}Escorts Service In Delhi
 
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
Call Girls in Noida Sector 77 Noida 💯Call Us 🔝 9582086666 🔝 South Delhi Escor...
 
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...
Call Girls In Hari Nagar Dadb Block {8447779280}Hari Nagar {West Delhi Escort...
 

Prop ai artificial intelligence in real estate

  • 2. Artificial Intelligence in Real Estate Building a Better Built Environment
  • 3. AI in Real Estate Contents 1. The 5 Areas of Focus for AI 2. The 17 Target Areas for AI in Real Estate 3. Target Applications within those 17 Areas 4. Competitive Advantage through AI 5. AI at Large; Crossing the Chasm 6. Action Steps
  • 4. AI in Real Estate Since inception of ‘AI’ at Dartmouth College in 1956 there have been 5 areas of focus: 1. Knowledge about the World 2. Reasoning: Deductive, Inductive and Abductive 3. Planning: setting goals and how to achieve them 4. Communication: Understanding written and spoken language 5. Perception: Understanding imagery, sounds and other sensory inputs
  • 5. AI in Real Estate These five areas of focus are generic across the business world ● Knowledge about the World ○ Information Synthesis, Consumer/Customer Targeting, Marketing/Advertising ● Reasoning: Deductive, Inductive and Abductive ○ Asset Management, Compliance, Document Analysis, Application Processing ● Planning: setting goals and how to achieve them ○ Logistics, Predictive Maintenance, Demand Forecasting
  • 6. AI in Real Estate These five areas of focus are generic across the business world ● Communication: Understanding written and spoken language ○ Voice Control, Intelligent Agents, Customer Support, Client Service ● Perception: Understanding imagery, sounds and other sensory inputs ○ Authentication/Security, Spatial awareness
  • 7. AI in Real Estate Leading to 17 Target Areas within Real Estate ❖ Investment strategy ❖ Portfolio construction ❖ Risk management ❖ Client service ❖ Asset Monitoring ❖ Discovery & due diligence ❖ Compliance ❖ Predictive maintenance ❖ Asset performance ❖ Customer segmentation ❖ Content personalisation ❖ Price optimisation ❖ Churn prediction ❖ Infrastructure optimisation ❖ Demand optimisation ❖ Security ❖ Customer experience
  • 8. AI in Real Estate Target Applications within Real Estate ❖ Investment strategy ➢ Synthesising research and data ➢ Incorporating disparate data sources ➢ Processing and analysing unstructured data (emails, voice, imagery) ➢ Powerful pattern recognition ➢ More flexibility and insight than rules based systems
  • 9. AI in Real Estate Target Applications within Real Estate ❖ Portfolio Construction ➢ Analyse client goals ➢ Personalised ➢ Optimised ➢ ‘Robo-advisors’ ➢ Low cost ➢ High speed
  • 10. AI in Real Estate Target Applications within Real Estate ❖ Risk Management ➢ Analysis of broad data sets ➢ Process unstructured data ➢ Apply large cognitive processing ➢ ‘Read’ widely via natural language processing (NLP) ➢ Algorithms using deep learning are effective for image analysis ➢ Bayesian (probability-based) AI is useful for predicting settlement costs ➢ Deep Learning allows for highly granular, confident pattern matching
  • 11. AI in Real Estate This is just the start of a 40 slide presentation, covering the future of AI in the real estate industry. Please get in touch if you are interested in an in person walk through of possibly the most important technology of the next 10 years. Visit us at www.propai.co.uk