A report providing an overview of the Real Estate Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Future of TV report Q2 2017Nathan Pacer
A report providing an overview of the Future of TV startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Virtual Reality (VR) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Artificial Intelligence (AI) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the 3D Printing startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Energy Tech Report Q1 2017Nathan Pacer
A report providing an overview of the Energy Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Virtual Reality (VR) technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Security Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Retail Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Future of TV report Q2 2017Nathan Pacer
A report providing an overview of the Future of TV startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Virtual Reality (VR) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Artificial Intelligence (AI) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the 3D Printing startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Energy Tech Report Q1 2017Nathan Pacer
A report providing an overview of the Energy Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Virtual Reality (VR) technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Security Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Retail Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner 3D Printing Tech Report Q1 2017Nathan Pacer
A report providing an overview of the 3D Printing Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Blockchain Tech Q3 2017 Highlights by Venture ScannerNathan Pacer
A report providing an overview of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Tech Startup Highlights from Venture ScannerNathan Pacer
Highlights prepared for the Money 20/20 conference providing an overview of technology startups in the financial, blockchain, and insurance landscape. Includes sector overviews, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Bitcoin and Blockchain startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Health Tech Report Q3 2017Nathan Pacer
A report providing an overview of the Health Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Internet of Things (IoT) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Internet of Things Report Q3 2017Nathan Pacer
A report providing an overview of the Internet of Things (IoT) startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Marketing technology (martech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Marketing Platform startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Artificial Intelligence (AI) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into machine learning application startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
A report providing an overview of the Financial Technology (fintech) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Financial Technology (fintech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into consumer lending startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
A report providing an overview of the Security Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Marketing Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Blockchain Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Blockchain Innovation startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Insurance Technology (insurtech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into health insurance startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our startup research platform!
A report providing an overview of the Transportation Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Retail Tech Q3 2017 Highlights by Venture ScannerNathan Pacer
A deck providing highlights of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Artificial Intelligence (AI) technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Retail Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner 3D Printing Tech Report Q1 2017Nathan Pacer
A report providing an overview of the 3D Printing Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Blockchain Tech Q3 2017 Highlights by Venture ScannerNathan Pacer
A report providing an overview of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Tech Startup Highlights from Venture ScannerNathan Pacer
Highlights prepared for the Money 20/20 conference providing an overview of technology startups in the financial, blockchain, and insurance landscape. Includes sector overviews, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Bitcoin and Blockchain startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Health Tech Report Q3 2017Nathan Pacer
A report providing an overview of the Health Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Internet of Things (IoT) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Venture Scanner Internet of Things Report Q3 2017Nathan Pacer
A report providing an overview of the Internet of Things (IoT) startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Marketing technology (martech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Marketing Platform startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Artificial Intelligence (AI) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into machine learning application startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
A report providing an overview of the Financial Technology (fintech) startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Financial Technology (fintech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into consumer lending startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
A report providing an overview of the Security Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Marketing Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
Blockchain Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Blockchain Innovation startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Insurance Technology (insurtech) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into health insurance startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our startup research platform!
A report providing an overview of the Transportation Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Retail Tech Q3 2017 Highlights by Venture ScannerNathan Pacer
A deck providing highlights of the Blockchain Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Artificial Intelligence (AI) technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Retail Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Financial Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Insurance Technology startup landscape, graphical trends and insights, and recent funding and exit events. Contact info@venturescanner.com to learn more!
PDF, audio, and voiceover are now available on designintechreport.wordpress.com
Today’s most beloved technology products and services balance design and engineering in a way that perfectly blends form and function. Businesses started by designers have created billions of dollars of value, are raising billions in capital, and VC firms increasingly see the importance of design. The third annual Design in Tech Report examines how design trends are revolutionizing the entrepreneurial and corporate ecosystems in tech. This report covers related M&A activity, new patterns in creativity × business, and the rise of computational design.
A deep dive look at the connected insurance technology sector, providing an insurance startup map, trends/insights, and relevant company profile examples.
Knowledge Graphs - Journey to the Connected Enterprise - Data Strategy and An...Benjamin Nussbaum
We live in an era where the world is more connected than ever before and the trajectory is such that data relationships will only continue to increase with no signs of slowing down.
Connected data is the key to your business succeeding and growing in today’s connected world.
Leading enterprises will be the ones that utilize relationship-centric technologies to leverage connections from their internal operations and supply chain to their customer and user interactions. This ability to utilize connected data to understand all the nuanced relationships within their organization will propel them forward as they act on more holistic insights.
Every organization needs a knowledge graph because connected data is an essential foundation to advancing business. Knowledge graphs provide:
- Increased visibility between internal groups
- Efficiency gains
- Cross-functional data collaboration
- Core complete and reliable business insights
- Better customer engagement
The live presentation and discussion can be found here: https://youtu.be/7vBdlXzhs_4
Additional reading on why connected data is beneficial: https://www.graphgrid.com/why-connected-data-is-more-useful/
Connected data solutions available by Benjamin and his team via GraphGrid and AtomRain: https://www.graphgrid.com and https://www.atomrain.com
Buyers no longer use voicemails and emails from strangers to learn about products. This information is online, whenever buyers are interested. This SlideShare presentation show sellers how to connect in a meaningful way by starting conversations around the buyer’s plans, goals and challenges.
This presentation is one class in HubSpot Academy's free sales training course. You can enroll here: http://certification.hubspot.com/inbound-sales-certification
Modern Prospecting Techniques for Connecting with Prospects (from Sales Hacke...HubSpot
Sales is a difficult world to be in because buyers aren't putting up with salespeople anymore. Instead of helping and building relationships, sales reps are still focused on closing prospects - even when they aren't ready to buy! So buyers ignore them. Because of that, even great sales reps would be lucky to get on the phone with someone.
While buyers have evolved and become more sophisticated, sales reps and training programs have been slow to adapt to that change.
Learn actionable modern prospecting techniques you can apply immediately from two best selling authors and sales experts: Max Altschuler CEO of Sales Hacker, and Mark Roberge CRO of HubSpot.
Class 1: Email Marketing Certification course: Email Marketing and Your BusinessHubSpot
*From HubSpot Academy*
Over the past few decades, people have radically changed the way they live, work and buy. This class will give you an overview of an adaptive, inbound approach to sending emails that provide value and drive growth for your business. It will also teach you about the four big themes of a modern email marketing program: segmentation, personalization, mobile, and optimization.
A report providing an overview of the Financial Technology (fintech) startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
A report providing an overview of the Insurance Technology (insurtech) startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more!
Artificial Intelligence (AI) startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Deep Learning Platform startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Blockchain Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Digital Asset Mining startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Health Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Last Mile Logistics. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Tracxn Startup Research: Data as a Service Landscape, August 2016Tracxn
The top three funded sub-sectors till date are market intelligence (149 investments, $1.3B), financial data providers (158 investments, $1.2B), and geospatial data providers.
Video Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Video Consumption startups. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Regulatory Technology (regtech) startup quarterly highlights. Includes a sector summary with a deep dive on recent events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our dynamic research reports!
Retail Technology startup quarterly highlights. Includes a sector summary with a deep dive on recent events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our dynamic research reports!
Retail Technology startup quarterly highlights. Includes a sector summary with a deep dive on recent events. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Health Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Digital Medical Devices. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
Insurance Technology startup quarterly highlights. Includes a sector summary, recent events, and a deep dive into Automotive Insurance. Contact info@venturescanner.com or visit www.venturescanner.com to learn more about our research platform for technology startups!
A report providing an overview of the energy technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
A report providing an overview of the Marketing Technology startup landscape. Includes a sector overview, graphical trends with insights, and recent funding/exit events. Contact info@venturescanner.com to learn more!
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Venture Scanner Real Estate Tech Report Q1 2017
1. Venture Scanner is your analyst and technology-powered startup research firm
Real Estate Technology
Startup Landscape Trends and Insights
March, 2017
2. Real estate technology report outline
2
This report provides an overview of the real estate technology sector and is
broken down into three sections
Sector Description
High-level sector metrics
with sub-category
definitions
Trends & Insights
Infographics and data
points for the real estate
technology sector
Quarterly Activity
Major funding and exit
events from the previous
90 days
Venture Scanner reports are built by analysts utilizing our startup
database and landscaping platform
4. Real estate tech startups are creating new businesses in 12 categories
4
Real Estate
Technology
Learn about our full 1371 company
report with $34B in funding
IoT Home Home Services Home/Prop Insurance Long-Term Rent/Sale Real Estate Agent Tools
Facility Management Portfolio Management
Indoor Mapping Construction Mgmt Short-Term Rent/Vacacy Commercial Search Property Management
The graphic above shows a sampling of companies in each category, stats as of March 2017
5. 5
Innovation quadrant for real estate technology
AVERAGE FUNDING ($M)
AVERAGEAGE(YEARS)
ESTABLISHED HEAVYWEIGHTS
PIONEERS DISRUPTORS
This quadrant shows a relative segmentation of the categories with respect to one another, March 2017
Home Insurance
Short-Term
Search
Commercial
Search
Construction
Management
Facility
Management
IoT Home
Portfolio
Management
Property
Management
Long-Term Search
Home ServicesIndoor
Mapping
Agent
Tools
6. Real estate technology startups play in many different categories (1 of 2)
6
Commercial Real Estate Search
55 Startups, $5.6B Total Funding
Companies that help businesses find
commercial real estate for rent or sale,
including shared working spaces
Facility Management
116 Startups, $2.8B Total Funding
Companies that focus on building efficiency
and long term sustainability, including building
inspections and energy usage monitoring
Indoor Mapping
34 Startups, $201M Total Funding
Companies that create indoor models for the
real estate industry, including 3D renderings
and visualization platforms
Construction Management
120 Startups, $60 Total Funding
Companies that help teams manage the
construction of new buildings, including
blueprint management and geo-fencing tools
Home Services
135 Startups, $2.7B Total Funding
Companies that support tenants and
homeowners in the use of their home,
including cleaning and postal services
Internet of Things (IoT) Home
263 Startups, $3.7B Total Funding
Companies that make devices focused on
connecting home products to the internet for
security and automation purposes
Category stats as of March 2017
7. Real estate technology startups play in many different categories (2 of 2)
7
Life, Home, and P&C Insurance
101 Startups, $6.8B Total Funding
Companies that offer life, home, and property
insurance, covering the user against events
such as home fires and property theft
Portfolio Management
181 Startups, $1.3B Total Funding
Companies that allow real estate investors to
make and manage investment decisions into
the space, including REITs and crowdfunding
Real Estate Agent Tools
63 Startups, $552M Total Funding
Companies that help streamline and optimize
functions performed by real estate agents,
such as marketing tools and review platforms
Long-Term Rental and Sales Search
141 Startups, $3.8B Total Funding
Companies that help consumers buy, rent, or
sell a home or apartment, either through a
marketplace or with optimization tools
Property Management
133 Startups, $843M Total Funding
Companies that help in the day-to-day
operations of real estate rentals, including rent
payment services and communication tools
Short-Term Rental and Vacation Search
87 Startups, $5.6B Total Funding
Companies that help consumers find
residences for short-term needs or vacation
purposes, including the sharing economy
Category stats as of March 2017
9. 9
Investing into real estate technology happens in a variety of categories
Real estate search categories account for 42% of venture funding and 20% of
total companies in the real estate technology sector
Venture Investing in Real Estate Technology
Companies are categorized by function, and therefore can exist in multiple categories. March 2017
-
50
100
150
200
250
300
0
1
2
3
4
5
6
7
8
CompanyCount
TotalFunding($B)
VC Funding Count
10. 10
VC funding into real estate technology has been growing
Overall real estate technology VC funding grew at a CAGR of 53% from
2011-2016
Real Estate Technology Funding Over Time
Data as of March 2017
0
1
2
3
4
5
6
7
8
9
2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
TotalFunding($B)
11. 11
Real estate technology startups tend to be younger
Real Estate Technology Startups By Year Founded
Around 68% of real estate technology startups have been founded since 2011
Data as of March 2017
0
50
100
150
200
250
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
CompanyCount
Year Founded
12. 12
Real estate technology startups founded in 2010 lead in VC funding
Startups founded in 2010 account for 26% of the sector funding over the last
decade, and include companies like WeWork, Money360, and Nest Labs
Real Estate Technology Funding By Vintage Year
Data as of March 2017
0
1
2
3
4
5
6
7
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
TotalFunding($B)
Year Founded
13. 13
Real estate technology startups are a global phenomenon
Real Estate Technology Startup Count by Country
0 800
Companies
Data as of March 2017
14. 14
Top VC investors are making bets into the real estate technology sector
Selected Investor Activity in Real Estate Technology
The above count represents a subset of overall investor activity, March 2017
0
10
20
30
40
50
60
NumberofInvestments
Number of Investments Number of Companies Backed
15. 15
Real estate technology exit activity has been dominated by acquisitions
Exit events within real estate technology grew by 118%
between 2011 and 2016
Real Estate Technology M&A and IPO Events
Data as of March 2017
0
5
10
15
20
25
30
2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
NumberofExits
Public Acquired
17. 17
Recent real estate technology funding statistics
There have been 91 real estate technology funding events since Nov 2016
Recent Real Estate Technology Funding Round Counts
Graph shows only the funding types listed therein, March 2017
0
5
10
15
20
25
30
Seed Series A Series B Series C Series D Late Stage
FundingEventCount
18. 18
Recent real estate technology funding events
Notable Recent Real Estate Technology Funding Events
Company Funding Type Amount Date
Private Equity $2,000,000,000 Feb 26, 2017
Series D $210,000,000 Dec 1, 2016
Series D $109,000,000 Jan 25, 2017
Series D $100,000,000 Feb 7, 2017
Series B $58,250,000 Jan 18, 2017
Real estate tech startups raised $4.4 billion since Nov 2016
Data as of March 2017
19. 19
Notable recent real estate technology exit events
Notable Recent Real Estate Technology Acquisitions
Company Acquirer Amount Date
$3,000,000,000 Dec 5, 2016
$200,000,000 Feb 10, 2016
$75,000,000 Jan 24, 2017
$650,000,000 Jan 17, 2017
$120,000,000 Feb 8, 2017
There have been 16 exit events since Nov 2016,
including 14 acquisitions and 2 IPOs
Data as of March 2017
21. Venture Scanner is the foundation of your startup research
21
Our research and data keep you ahead of the real estate tech innovation curve
Save Time and Money
Get immediate access to
years of startup research
Leverage Technology
Realize the power of our
landscaping technology
Stay Current
See all updates and
developments
Many international Fortune 500 companies trust Venture Scanner
to help them with their startup landscaping and reporting needs
22. Venture Scanner is your analyst and technology-powered startup research firm
Want to learn more about our real estate tech report and data?
Click here or contact info@venturescanner.com to learn more