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Enablers

Startup non-negotiables

Something that I’m passionate and care about - happy to spend 15 years of my life on

An actual problem worth solving

Research a little more around the processes/enablers to get a clearer picture of them

Processes - Enablers, Optimizing, Efficiency - Dealing with the downside (Refuse AI Gen)

Lenses

4 industries to look within

AI/ML

Robotics/ Drones

Renewable Energy

Platform that lets you buy a small share of a solar plant for passive income

Energy storage and delivery battery - grid optimization

IOT/Connected Products

Sports/Sports Tech

India Government Tech Stack

Media/Entertainment/Shopping/Travel

Enablers

Infrastructure Enablers

Types of enablers

1. Infrastructure Enablers:

• Cloud Service Providers: AWS, Microsoft Azure, Google Cloud Platform.

• Networking Equipment: Cisco, Juniper Networks, Huawei.

2. Security and Verification Enablers:

• Ad Fraud Detection: DoubleVerify, White Ops (HUMAN), Integral Ad Science (IAS).

• CAPTCHA Providers: reCAPTCHA, hCaptcha.

• Identity Verification: Jumio, ID.me, Onfido.

• NFT Verification: DappRadar, Etherscan, Chainalysis.

4. Software and Development Enablers:

• Operating Systems: Microsoft (Windows), Apple (macOS, iOS), Google (Android).

• Development Tools: GitHub, GitLab, Atlassian (Jira, Confluence).

5. Data and Analytics Enablers:

• Big Data Platforms: Cloudera, Hortonworks.

• Analytics Tools: Google Analytics, Adobe Analytics, Splunk.

6. Financial and Transactional Enablers:

• Payment Gateways: PayPal, Stripe, Square.

• Blockchain and Crypto Infrastructure: ConsenSys, Chainalysis, BitGo.

7. Logistics and Supply Chain Enablers:

• Shipping and Logistics: FedEx, UPS, DHL.

• Supply Chain Software: SAP, Oracle SCM.

8. Energy and Utilities Enablers:

• Renewable Energy Providers: Tesla (SolarCity), First Solar, Vestas.

• Utility Providers: National Grid, Duke Energy.

10. Marketing and Advertising Enablers:

• Marketing Platforms: HubSpot, Salesforce Marketing Cloud.

• Ad Tech Companies: The Trade Desk, MediaMath, Criteo.

Future Enablers

As these technologies advance and are adopted at a larger scale, additional enablers will be needed to support their growth and integration. Here are some future-oriented enablers for each category:

1. Artificial Intelligence & Machine Learning

Future Enablers:

1. Quantum Computing:

• Quantum processors for solving complex AI problems (e.g., Google Quantum AI, IBM Q).

• Hybrid quantum-classical algorithms to enhance AI capabilities.

2. Next-Generation Neural Networks:

• Development of more efficient and powerful neural network architectures (e.g., neuromorphic computing).

• Enhanced AI frameworks and libraries optimized for next-gen hardware.

3. Federated Learning:

• Secure and decentralized training methods to protect data privacy (e.g., OpenMined, TensorFlow Federated).

• Scalable federated learning platforms for global collaboration.

4. AI Ethics and Governance:

• Advanced frameworks for AI ethics and accountability.

• Global standards and regulations to ensure responsible AI development and deployment.

5. Synthetic Data:

• Platforms for generating high-quality synthetic data to train AI models (e.g., Synthetaic, DataGen).

• Tools to ensure the diversity and accuracy of synthetic datasets.

2. Robotics & Drones

Future Enablers:

1. Advanced Autonomy:

• AI-driven autonomous decision-making systems for complex environments.

• Improved real-time processing for autonomous navigation.

2. Swarm Robotics:

• Platforms for coordinating and controlling large groups of robots (e.g., swarm intelligence).

• Communication protocols for efficient swarm operation.

3. Advanced Human-Robot Interaction:

• Development of intuitive interfaces and communication methods for human-robot collaboration.

• Enhanced haptic feedback and sensory integration.

4. Adaptive and Reconfigurable Robots:

• Robots that can change shape and function based on task requirements (e.g., modular robotics).

• Materials and technologies for self-repair and adaptability.

5. Environmental and Context Awareness:

• Improved sensors and AI for greater contextual understanding.

• Integration of environmental data for smarter robotic behavior.

3. Internet of Things/Connected Products

Future Enablers:

1. 6G and Beyond:

• Ultra-high-speed wireless networks to support massive IoT deployments.

• Low-latency and high-reliability connectivity.

2. AI-Driven IoT:

• Edge AI for real-time data processing and decision-making at the device level.

• Predictive maintenance and analytics powered by AI.

3. Blockchain for IoT:

• Secure and transparent transaction systems for IoT devices (e.g., IOTA, VeChain).

• Decentralized identity and access management for IoT ecosystems.

4. Advanced Cybersecurity Solutions:

• AI-driven threat detection and response for IoT networks.

• Quantum-resistant encryption methods.

5. Interoperability and Standardization:

• Global standards for seamless device integration and communication.

• Platforms for unified IoT management and orchestration.

Renewable Energy

These future enablers will help address the challenges and opportunities of scaling these technologies, ensuring their effective integration and widespread adoption in the coming years.

Reuse, Recycle, Upcycle

Networks

Robotic drone delivery of a,b,c,d

Shoe sizing app

AI/ML

Platform to open source AI agents (Zappier for agents)

User Interface / UX

Security

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