Tech To The Rescue’s Post

We announced it. You asked questions. Now our CEO, Jacek (Jack) Siadkowski, explains the why behind our biggest evolution yet. After 5 years, 2,000+ pro bono contributors, and $20M worth of tech solutions delivered, we're transforming at our peak. Why? Because AI changes everything. It's no longer about just writing code. It's about orchestrating a comprehensive transformation that puts AI at the center of solving social problems. Watch Jacek explain how we're evolving from a matchmaking platform into a complete AI enablement ecosystem that multiplies impact across education, health, community development, and beyond. Ready to scale what works? 🚀 Social Impact Organizations: Join our 2026 programs 🤝 Tech Companies: Become an ecosystem contributor 💡 Funders: Invest in infrastructure that scales Join the ecosystem!

Today, we're announcing the biggest evolution in Tech To The Rescue's history 📣 For 5 years, we've connected 1100+ nonprofits with pro-bono tech support. We've seen miracles happen when the right nonprofit meets the right tech partner. But we've also seen the challenges. Great solutions staying small. Proven interventions struggling to scale. Organizations not yet ready to embrace AI missing out on transformation opportunities. So we're building the infrastructure to change that: An entire ecosystem designed to multiply social impact through AI transformation. Two flagship programs: 🧪 AI Impact Lab: 7-week intensive where organizations build functional AI prototype 🚀 AI Impact Scaling Program: Long-term partnerships that turn proven solutions into a scaled reality But it's bigger than programs. It's about building the infrastructure that social innovation has always needed: • 2000+ pro-bono tech partners • Specialized support hubs (Data, Security, Ethics) • Structured partnerships with clear outcomes • A community committed to multiplication, not incrementalism ⭐ Our north star: Enable 100 proven social interventions to multiply their impact by 2027. This isn't about technology for technology's sake. It's about ensuring that every solution that works can reach everyone who needs it. The pilot starts now. Applications open early 2026. 📧 Social Impact Organizations: Don't miss your chance to join the first cohorts. Sign up for our newsletter to get early access and updates. 🤝 Tech companies & Ecosystem partners: We're actively building our network of pro-bono partners and specialized support providers. 💡 Funders: Let's discuss how you can power this transformation Ready to multiply your impact? The ecosystem is waiting.

Marpu Foundation: Leveraging AI for CSR in India In today’s technology-driven era, Marpu Foundation distinguishes itself by utilizing Artificial Intelligence not by chance but for a genuine social change outcome. Marpu Foundation’s take on Corporate Social Responsibility (CSR) integrates intelligence and empathy to facilitate positive, quantifiable, sustainable changes in our society. Data with Intent - Marpu Foundation does not rely on second-hand or anecdotal information or make assumption-based claims; it applies AI-driven analytics to understand exactly what a given community needs, from health care to education to the environment. We ensure that every donation goes to where it is really needed. Empowering Volunteers - AI assists in matching volunteers to specific roles based on their skills and interests -- designers turn graphical information into educational support materials and technology skilled volunteers assist in automating our daily workflow, and so on. Computer AI matched volunteers personalize the experience improving engagement and meaning. Transparency Creates Trust - Every donor, every partner, and every volunteer has the ability to track where funds went to, progress in the work, and the outcomes on an AI-powered dashboard. This 'transparency creates an accountability to follow through, and furthermore builds on trust in our relationship for years to come. Innovation for Purpose - Marpu Foundation is changing how CSR is done in contemporary India; technology has provided an opportunity for societal uplift, not simply supported a business venture. Marpu Foundation provides a space where data married with compassion creates real opportunity for every organization, every volunteer, and every donor to create an impact. @MarpuFoundation | marpu.org

🚨 The AI Divide is Widening AI adoption is accelerating — but not evenly. ⚡ 30% of current U.S. jobs could be automated by 2030 ⚡ 60% of jobs will see major task-level changes due to AI ⚡ Entry-level workers (ages 22–25) have already seen a 13% decline in employment in AI-exposed roles since 2022 ⚡ Large enterprises adopt AI 2x faster than small organizations 👉 The result? Nonprofits, startups, and local communities risk being left behind. That’s why AI X Network's AI Entrepreneurship Program exists: to close the AI Divide and turn disruption into prosperity. ✨ Don’t just survive AI — thrive with it. #AI #FutureOfWork #AICrowdfunding #Prosperity #DigitalDivide #AIForGood #Innovation #CommunityImpact #AIJobs #CoalitionLogic

Over 1 billion people now use AI tools every month. That's 1 in 8 people on the planet. 🤯 And it's completely changing how we build authentic communities. I'm keynoting at Grazitti Interactive Community Refocus Conference on November 13th, talking about "Community in the Era of AI." Sneak peak of what I'll be sharing: → How community managers can leverage AI while maintaining trust and authenticity → The hybrid approach that's already winning (real case studies included) → Strategies I've used to onboard 1000+ startups into Persona's Startup program being a team of 1 :) But here's the thing - this wouldn't be a community event if I wasn't collaborating with you! I want to hear your perspectives, challenges, or open questions about AI and community building in the comments. P.S: I'll make sure to highlight you during the keynote if I use your take or question! See you in a few <3 Ed

AI is transforming how we live and lead… but how do we ensure its use is ethical, inclusive, and accessible to all? How do provide access to wise guidance and an ecosystem to turn innovators'—especially women, founders of color, and mission-driven entrepreneurs—ideas into viable ventures? The DO GOOD X AI Incubator wants to directly address this. We are excited to launch in 2026 a program that equips social entrepreneurs, educators, and builders to harness AI responsibly. Here you can experience hands-on tools, mentorship, and a community committed to using technology for good. Join us tomorrow, October 31, for our free live webinar on Building the Future Responsibly: Inside DO GOOD X’s AI Incubator with tech leaders Martha Underwood and Keyona Meeks as they explore how ethical AI can drive opportunity and purposeful innovation. 🗓 Friday, October 31, 2025 12:00–1:00 pm ET You’ll get a first look at how the AI Incubator helps participants: ✅ Develop practical AI skills ✅ Gain mentorship from industry leaders ✅ Explore frameworks for launching responsible AI ventures ✅ Join a growing network of values-driven innovators Register to secure your spot and share with those who are ready to use AI for social good! Check out the link in the comments. 👇🏾

Despite All of The Myths Around Tech Startups Being Successful Overnight, Here's Some Real Data The media loves overnight success stories. And it's even worse now with these delusional posts about startups vibe coding their way to billions in weeks But here's what the data actually shows: TIME TO PROFITABILITY: 3-4 years is typical Only 40% ever become profitable Most expect profit in 18-24 months but reality is much longer SURVIVAL RATES: 90% survive year one 69% make it to year two Only 50% reach year five Just 10% succeed long-term TIME TO LIQUIDITY EVENT: Acquisitions: 5-7 years average IPOs: 10-12 years (up from 5 years pre-2000) VC funds expect 5-10 year holds THE REAL TIMELINE: Experts recommend giving a business 7-10 years to truly succeed. The first three years? That's just finding your direction. WHY THIS MATTERS: We're drowning in narratives about AI startups that go from zero to unicorn in 18 months. But 90% of startups fail. And for those that succeed? It's measured in years, not quarters. ******************************************************************************** The trick with technology is to avoid spreading darkness at the speed of light. Curiouser.AI is re-imagining AI to amplify human intelligence, not replace it. We’re raising on WeFunder. Join us in building a more human, values-based future for AI. Sources: Zippia, Embroker, Benzinga, AngelList, PitchBook data

Your startup doesn’t need more “users”. It needs stronger links One insight that's hit me hard as a founder: Early on, we obsess over acquiring users. But if those users don't connect, creating flows and network effects, they bounce, and your startup stalls Real talk: Building strong links with your first 100 users trumps chasing 10,000. It's the foundation for retention and growth In AI/SaaS, links look like: - User-to-user: Sharing or collaborating (e.g., inviting team members). - User-to-content: Creating and sharing (e.g., AI templates or models) - User-to-system: Feedback loops where user data improves the product (e.g., AI training from interactions) Without them, you have scattered users, they try, then leave, no reason to stay From what I've seen:  Runway thrives because users create videos → share → spark curiosity → new joins Notion? Teams build templates → share → outsiders clone → network expands Grow links and flows first, then scale users. In the end, it’s not how many people try your product, it’s how tightly they’re connected that keeps it alive.

Most startups fail quietly. This one became the gold standard in vertical AI.  Here’s 5 Rules to Build an AI Startup That Wins Big 1️⃣ Steal from the Payroll The best ideas? Already being paid for—by humans. ↳ Find jobs people outsource (support, analysts, assistants) and automate or augment with AI. 2️⃣ Use the 3-Axis Filter All killer AI products fall into one of three buckets: ↳ Assist, Replace, or Make the Unthinkable Possible (e.g. analysing millions of docs in seconds). 3️⃣ Go Deep, Not Broad Generic tools flop. Experts build specifics. ↳ Shadow real pros. Map exact workflows. Translate each step into prompts or code. 4️⃣ Obsess Over Prompts Prompts are the product. ↳ Build 100+ evals. Iterate until you hit 97%+ accuracy. The secret? Keep going when others give up at 61%. 5️⃣ Don’t Demo—Deliver Flashy demos raise capital. Reliable tools win markets. ↳ Package like a service. Price by value. Build trust. Iterate fast. Train your users. Which rule are you applying next? 🔔 Follow Ryan Dsouza 🚀 for more content on AI, Creative Engineering, and Venture Building. ♻️ Repost to inspire your network!

In today’s rapidly evolving digital era, Artificial Intelligence (AI) is more than just a technology — it’s a catalyst for meaningful social change. Witness the transformative power of AI at Marpu Foundation, a non-profit organization in India revolutionizing Corporate Social Responsibility (CSR) through cutting-edge AI solutions. 🌍 **Empowering CSR Through Data-Driven Intelligence** Marpu Foundation leverages AI models to assess community needs, optimize resources, and evaluate impact across various social projects, spanning education, healthcare, and environmental sustainability. By harnessing AI-driven data insights, the foundation identifies priority areas, anticipates future challenges, and guides corporate partners in directing their CSR investments for maximum effect. 🤝 **AI-Powered Collaborations with Corporates** Through AI-driven dashboards and predictive analytics, Marpu Foundation empowers corporate donors to visualize the real-time impact of their contributions. Whether monitoring student outreach in rural education programs or tracking healthcare initiatives, Marpu’s AI platform ensures transparency, accountability, and trust — fundamental tenets of modern CSR practices. 💡 **Enhancing Volunteer Engagement with Smart Tools** Marpu Foundation employs machine learning to match volunteers with projects aligning with their skills, location, and interests. This AI-enabled matchmaking enhances satisfaction, prolongs engagement, and boosts community outcomes. Volunteers not only invest time but also grasp how AI and social innovation synergize to propel sustainable progress. 🌱 **Why Marpu Foundation Stands Out** - **AI for Impact:** Projects are steered by intelligent data insights. - **Corporate Confidence:** Partners access comprehensive AI-driven impact assessments. - **Transparency:** Automated systems trace every donated rupee to tangible results. - **Scalability:** AI automation enables Marpu to replicate successful models nationwide. 🚀 **Shaping the Future of Tech-Driven Social Good** Marpu Foundation sets a new benchmark for CSR excellence in India by melding human empathy with AI prowess. Corporates, collaborators, and volunteers now have a reliable ally.