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.
Startupfest 2013 - How to beat the Series A crunch. Why Internet marketing Ma...Startupfest
Why everything sucks, why breakthrough innovation is over-rated, and why analytically-driven internet marketing is the most critical skill set in beating the Series A Crunch.
Startup Metrics for Pirates (KAUST, Nov 2013)Dave McClure
slides from my talk @ KAUST in Saudi Arabia (Nov 2013). Note: these slides are old, ugly, out-of-date, and probably will get you jailed or killed... so please don't pay attention to them.
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.
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.
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.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
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
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
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.
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.
2. This Talk
• How did i get here?
• What is 500 Startups?
• Changes in Tech + Venture Capital
• “The Lean VC”
• Growing 500: #500STRONG
• Global Entrepreneurship
• Being a Loudmouth A-hole in Public
• Q&A, Heckling
!2
15. Before & After 2 Dot-Com Crashes
Daft Punk Lean Startup: Simpler, Faster, Cheaper, Smarter
Before 2000
• Sun Servers
• Oracle DB
• Exodus Hosting
• 12-24mo dev cycle
• 6-18mo sales cycle
• <100M people online
• $1-2M seed round
• $3-5M Series A
• Sand Hill Road crawl
• Big, Fat, Dinosaur Startup
After 2008
• AWS, Google, PayPal, FB, TW
• Cloud + Open Source SW
• Lean Startup / Startup Wknd
• 3-90d dev cycle
• SaaS / online sales
• >3B people online
• <$100K incub + <$1M seed
• $1-3M Series A
• Angel List global visibility
• Lean, Little, Cockroach Startup
16. Crunch Good? Crunch Bad?
• Series A bar higher:
• $1M revenue, 1M active users, 10M downloads, 100% YoY growth
• Lots of Incubation / Seed startups will “FAIL”
!
• BUT: Fail Budget = $50-$500K, not $5M+
• Many “failed” startups = ramen-profitable, small acquisition
• … *or* MBA alternative (<$100K)
• Series A/B VCs have LOTS to choose from (not bad)
!
• Overall, founders / market getting smarter
• More focus on customers, problems, revenue
• Many die, some survive (1-5x), some thrive (20x+).
23. The Lean VC:
Lots of Little Bets, Incremental Investment
Method: Invest in lots of startups using incremental
investment, iterative development. Start with
many small experiments, filter out failures, and
expand investment in successes… (Rinse & Repeat).
!
• Incubator: $0-100K (“Build & Validate Product”)
• Seed: $100K-$1M (“Test & Grow Marketing Channels””)
• Venture: $1M-$10M (“Maximize Growth & Revenue”)
24. Investment Stage #1:
Product Validation + Customer Usage
• Structure
– 1-3 founders
– $25-$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
25. 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
26. 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
27. This Talk
• How did i get here?
• What is 500 Startups?
• Changes in Tech + Venture Capital
• “The Lean VC”
• Growing 500: #500STRONG
!27
28. Fundraising & Team-Building
• Ignorance & Inexperience
• New Fund, Small Fund
• Crazy Strategy, Crazy People
• No Money, No History
• Manufacturing Budget
• Building, Destroying, Believing Your Story
• Hustle & Humility
29. Strategy, Brand, Marketing
• FUN! IRREVERENCE! FLIP-FLOPS! Etc
– don’t be boring; don’t wear khakis + blue shirt + blazer
•
•
•
•
•
•
•
Lots of Little Bets, Online Platforms
Design, Data, Distribution
Blogging, Facebook, Twitter
#500STRONG: for Geeks, by Geeks
Seed Fund vs Accelerator
Community: from Silicon Valley to the World
Conferences & Events + GeeksOnaPlane.com
30. Deal Flow, Strategy & Selection
• Lots of Little Bets
• Take Lots of Small Risk, Early & Often
• Differentiation & Branding
• Revenue Emphasis, Small but Real Problems
• Focus on Online Platforms
• Hacker, Hipster, Hustler
• Global vs Local
31. Portfolio Development
• How do we help? How can we help?
• Importance of (trying to be) Helpful
• Board seats or not? Useful to VC, not founders
• Product, Market, Revenue
• Mentorship & Connections
• Platforms & Distribution
• Downstream Investors & Syndicates
32. Platform(s) & Community
• Mentors: Engineering, Design, Marketing
• Distribution: Search, Social, Mobile
• Global: LatAm, Asia, India, EU, MENA
• Social: LinkedIn, Quora, Angel List
• Angel List, Second Market, Trusted Insight
• Dashboard, MatterMark, DataFox
33. Follow-On Strategy
• Should we follow-on? Why or Why Not?
• Signaling Risk vs Portfolio Returns
• Investor opinion shouldn’t matter more than business
fundamentals (if so, that’s a problem)
• Downstream Investor Syndicate is critical
• Using Angel List to drive visibility
• Global Strategies (more capital, connections)
34. Feedback Loop & Metrics
•
•
•
•
•
•
•
•
•
Bad decisions = obvious quickly
Good decisions = not obvious for years
Short-term metrics: revenue, users, next round
Sharing best practices for decisions
Lots of Little Bets helps speed up learning
“Winners” vs Numeric Returns
Economics of 1st check vs follow-on
Easy to get big multiples on small checks, BUT
Larger checks with smaller multiples still good
35. Scaling VC
• Lots of Little Bets? Or a Few Big Bets?
• Power Laws, Singles vs Home Runs
• Focus on Network Effects
• Communication Platforms
• Portfolio Size vs Investment Stage
• Recruiting Thousands of VCs
36. How Big is MicroVC / Seed Stage Market?
5,000 microVCs invest 100,000 startups/yr @ $500K/startup = $50B/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
• 1-5 startups / 75 yrs avg life = (~1 startup/25 yrs) * 70M = ~3M startups per year
!
How much capital is needed globally to get seed stage startups rolling?
• Assume 1M-3M startups/yr x $50K-$500K funding/each
• Low: 1M x $50K = $50B/yr (*this is the LOW end estimate)
• High: 5M x $500K = $2.5T/yr (that’s “T” as in “Trillion”…)
!
How many metros? How many investors / metro? How many startups / metro?
• 1 microVC can do 10-20 startups/yr * $50K-$500K = $500K-$10M/yr budget
• 100-500 global metros @ >1-2M ppl can generate ~500-2,000 startups / metro / yr
• guesstimate = ~100K-200K startups/yr in top 200 global metros
• 10-50 micro VCs / metro * 200 metros = 2,000-10,000 microVCs globally
• EST: 5,000 microVCs can deploy $5M/yr each, or $50B/yr in ~100,000 startups !36
37. This Talk
• How did i get here?
• What is 500 Startups?
• Changes in Tech + Venture Capital
• Growing 500 + “The Lean VC”
• GLOBAL Entrepreneurship
!37
39. Local vs Global?
• “Silicon Valley is Unique” — BULLSHIT.
• *we had a 50-70 year head start… they will catch up.
•
•
•
•
•
•
Emerging / Developing Markets: 3-5B+
English, Chinese, Spanish, Arabic
Challenges: Payments, Mobile/Web, Logistics
Challenges: Capital, Mentorship, Exits
Investor Ecosystems, Mentorship & Community
Does the Future look different? (yes, we hope)
40. Global Trends
• Growth of Global Languages (see MyGengo.com)
– 1B+ speakers: Mandarin, English
– 300-500M+ spkrs: Spanish, Arabic
• Smart Device Proliferation
– mobile, tablet, TV, console, etc
• More Young, More Old ($$$) Users Online
• More Bandwidth, More Video, More Social, More Mobile
• Wealthy Chinese + Indian, Web + IRL Globetrotters ($$$B)
• Acceleration of Global Payment, E-Commerce
• Dramatically Reduced Cost: Product Dev, Customer Acqstn
• Global Distribution Platforms
– US/EU: Apple, Facebook, AMZN, GOOG (Search, YouTube, Gmail, Android), Twitter
– Asia: Baidu, Tencent, Alibaba, Sina, NHN, Yahoo-J, Softbank, Rakuten, Yandex, Mail.RU
41. This Talk
• How did i get here?
• What is 500 Startups?
• Changes in Tech + Venture Capital
• “The Lean VC”
• Growing 500: #500STRONG
• Global Entrepreneurship
• Being a Loudmouth A-hole in Public
• Q&A, Heckling
!41
42. Questions? Comments? Heckles?
• Thanks for Listening
• Feedback Appreciated
• We are Hiring + Internships
!
• More Info?
– http://500.co (our company)
– http://500hats.com (my blog)
– https://angel.co/500startups (our fund)
– Dave McClure, @DaveMcClure