This document discusses building startup ecosystems. It notes that starting a tech startup now requires less capital due to reduced server and software costs. More customers can be reached through online platforms. Accelerators and angel investors provide capital, mentoring and networking opportunities. Changes in venture capital include micro funds and a focus on making many small bets. Successful startup ecosystems have factors like education, capital, universities, platforms and exits through acquisition or IPO. The document estimates that with 500 venture capital funds investing, the annual seed-stage startup market could be around $5 billion funding 10,000 startups per year globally.
Changes in Venture Capital & Building 500 Startups (Sao Paulo, Sept 2013)Dave McClure
slides from my talk at Brazil Innovators startup conference in Sao Paulo (Sept 2013) on changes in the venture capital industry, and how we built 500 Startups.
Changes in Venture Capital & Building 500 Startups (Sao Paulo, Sept 2013)Dave McClure
slides from my talk at Brazil Innovators startup conference in Sao Paulo (Sept 2013) on changes in the venture capital industry, and how we built 500 Startups.
Venture Capital Unlocked (Stanford) / Venture Capital 2.0Dave McClure
slides for my "Venture Capital 2.0" opening talk at Stanford School Continuing Studies, VC101 class "Venture Capital Unlocked" #VCunlocked #500startups
Venture Capital Unlocked (Stanford) / Venture Capital 2.0Dave McClure
slides for my "Venture Capital 2.0" opening talk at Stanford School Continuing Studies, VC101 class "Venture Capital Unlocked" #VCunlocked #500startups
How to VC: Creating a VC fund portfolio modelDave McClure
This article aims to help VCs figure out how to size a venture capital fund, how many companies to include in your portfolio, and when and how to do follow-on investments. Most VCs aim to make a 3X (net) return on initial fund capital, at a ~20% net IRR. Note however, likely less than 10% of most VC funds achieve that goal.
Basic concepts of marketing and branding for venture capital. Emphasis on competitive differentiation (aka "How are you different/better than other VCs in your category?"). Specific focus on defining areas of "value add" that aren't BS.
How to define and position your VC brand to attract funding and dealflow.
* note: more recent updated version below:
https://www.slideshare.net/dmc500hats/branding-strategies-for-better-dealflow-and-fundraising-aka-the-helpful-vc
Dinosaurs vs Unicorns aka "Bubble My Ass, All Dinosaurs Gonna Die" (London, J...Dave McClure
my talk on corporate innovation (or the lack thereof), the death of many dinosaurs, the survival of a smart few Raptors, and how to avoid getting trampled by Unicorns.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
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.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
15. 500 Strategy: Lots of Little Bets*
1) make lots of little
bets on pre-traction,
early-stage startups
3) wait 3-10 years for returns:
-10-20% small exits @1-5X ($5-25M+)
-5-10% larger exits @5-20X ($25-250M+)
-1-2% unicorns @20-50X+ ($250M-1B+)
*See Peter Sims book: “Little Bets”
2) over the next 2 years,
double-down on top 20%
16. The Lean Investor
Make lots of little bets:
• Start with many small “experiments”
• Filter out failures + small wins
• Double-down on stuff that looks like it’s working
!
• Incubation: $0-100K (“Build & Validate Product”)
• Seed: $100K-$1M (“Test & Grow Marketing Channels””)
• Venture: $1M-$10M (“Maximize Growth & Revenue”)
17. Investment Stage #1:
Product Validation + Customer Usage
• Structure
– 1-3 founders
– $0-$100K investment
– Incubator environment: multiple peers, mentors/advisors
!
• Test Functional Prototype / “Minimum Viable Product” (MVP):
– Prototype->Alpha, ~3-6 months
– Develop Minimal Critical Feature Set => Get to “It Works! Someone Uses It.”
– Improve Design & Usability, Setup Conversion Metrics
– Test Small-Scale Customer Adoption (10-1000 users)
!
• Demonstrate Concept, Reduce Product Risk, Test Functional Use
• Develop Metrics & Filter for Possible Future Investment
18. Investment Stage #2:
Market Validation + Revenue Testing
• Structure
– 2-10 person team
– $100K-$1M investment
– Syndicate of Angel Investors / Small VC Funds
!
• Improve Product, Expand Customers, Test Revenue:
– Alpha->Beta, ~6-12 months
– Scale Customer Adoption => “Many People Use It, & They Pay.”
– Test Marketing Campaigns, Customer Acquisition Channels + Cost
– Test Revenue Generation, Find Profitable Customer Segments
!
• Prove Solution/Benefit, Assess Market Size
• Test Channel Cost, Revenue Opportunity
• Determine Org Structure, Key Hires
19. Investment Stage #3:
Revenue Validation + Growth
• Structure
– 5-25 person team
– $1M-$10M investment
– Seed & Venture Investors
!
• Make Money (or Go Big), Get to Sustainability:
– Beta->Production, 12-24 months
– Revenue / Growth => “We Can Make (a lot of) Money!”
– Mktg Plan => Predictable Channels / Campaigns + Budget
– Scalability & Infrastructure, Customer Service & Operations
– Connect with Distribution Partners, Expand Growth
!
• Prove/Expand Market, Operationalize Business
• Future Milestones: Profitable/Sustainable, Exit Options
20. Building a Portfolio Budget &
Allocation Strategy
• How long will it take companies to exit? (3-7 yrs)
• How much money do you have to lose? (<5-10% net worth)
• (How much time do you have to spend/waste? sure about that?)
!
• Simple allocation for $1M investment budget over 5 years
• 50% 1st checks + 50% 2nd checks
• 20 x 1st checks @ $25K each, 1 / qtr ($500K)
• 5 x 2nd checks @ $100K each, 1 / year ($500K)
1 2 3 54 6 7 8 109 11 12 13 1514 16 17 18 2019
1 5432
21. The Flat, The Elbow, The Wall
• Invest @ “The Flat”
when prices are low
• Double-down if/when
you detect “The Elbow”
(if valuation isn’t crazy)
!
• Don’t invest @ “The
Wall” unless capital is
infinite — if valuation
starts running away, you
usually can’t buy any
meaningful ownership
relative to existing. Time
Good Stuff
Happening Startup W
Startup L
Startup K
“The Flat”
“The Elbow”
“The Wall”
1
2
3
3
22. [ This Talk ]
• Changes in Building Technology Startups
• Changes in Venture Capital Investing
• Building Startup Ecosystems
26. Local vs Global?
• Emerging / Developing Markets
• Global Languages: English, Chinese, Spanish, Arabic
• Critical Factors: Education, Mentorship, Capital
• Capital Availability: Incubation, Seed, Series A
• Positive Macro: SmartPhones, Tablets, Payments,
Logistics, Growing Middle Class, Distribution Platforms
• Wealthy Global Users, Shoppers, Travelers
27. How Big is Seed Stage Startup Market?
500 VCs invest in 10,000 startups/yr @ $500K/startup = $5B/yr
How many people are entrepreneurs? How many startups get started every year?
• ~1% of Humanity is “Entrepreneurial” (def’n: “can create a $10M rev/yr business”)
• 1% x 7B ppl = 70M entrepreneurs, each of which starts 1-5 businesses lifetime (70 yrs)
• hypothesis: talented entrepreneurs can create 1-5M new “startup” businesses every year
!
NOW: let’s say we *ONLY* do the top 1% => the best 10,000 startups in the top 200 metros
!
How many metros? How many investors / metro? How many startups / metro?
• 1 [micro] VC can fund 10-20 startups/yr * $50K-$500K = ~$1-10M/yr annual budget
• global metros of 1-10M+ ppl can generate 100-1,000 startups / year
• 1-5 VCs in top 200 metros = 500 VCs x 20 startups/yr = 10,000 startups/yr
• hypothesis: 500 VCs invest $500K each -> 20 startups/yr = $5B/yr -> 10,000 startups
!
… so forget about 500 Startups, and start thinking about 500 VCs.
15