Imagine your words becoming a customizable web app. Watch how we built an expense tracker lightning-fast. Want to experience data app magic? Join the waitlist!.

8/ Let’s Innovate Together!.From brainstorming ideas to delivering prototypes, we’re here to help you explore the possibilities of Web AI. Reach out today!.

7/ Future of Web AI:.With tools like WebAssembly, WebGPU & WebNN, browsers are becoming AI hubs. Early adopters will gain a competitive edge. Let us help you stay ahead.

6/ Hybrid Approach:.Combine Web AI with cloud fallback to maximize efficiency. We can optimize this for your business.

5/ Why Us?.We’re Data and AI experts ready to design, prototype, and implement solutions for your unique needs.

4/ Creative Potential:.We can help build tools like:.• 3D avatars. • AI-assisted video editing. • Motion capture in the browser.

3/ Some Example Use Cases:.• Remote physiotherapy using pose estimation. • Retail analytics like product placement verification. • Pill counting in pharmacies. • In-browser video conferencing enhancements.

2/ Why Web AI?.• Privacy: Data stays on-device. • Offline functionality: Works without internet. • Low latency: Real-time responses. • Cost savings: No cloud infrastructure. • Easy access: Runs via link, no installs.

1/ What is Web AI?.Web AI enables ML models to run directly in browsers using JavaScript, WebGPU, and WebAssembly. No servers, no cloud—just the user’s device.

Most focus today is on large, cloud-based AI models. While they have their place, we believe the future of enterprise AI lies in smaller, efficient models running on edge devices. One such edge? Web browsers. Let’s explore why enterprises should care. 🧵👇.

🔥 The Data & AI wave from AWS is bigger than ever. From compute efficiency (Graviton4, Trainium3) to smarter AI workloads (Nova), AWS is catching up to Google and Microsoft!. What are you excited about the most? Let’s discuss! 👇. #AWS #reinvent #Data #AI.

10/ Coming Soon (2025) 📅.• Speech-to-Speech AI: Human-like voice outputs w/ tone & cadence analysis. 🎙️.• Any-to-Any Model: Converts inputs (text, speech, image, video) to any output format. Translation, editing, assistants – limitless! 🌐.

9/ Generative Media 🎥.• Nova Canvas: Edit images with text prompts. 🎨.• Nova Reel: Generate 6-second videos w/ customizable motions (pan, rotate). • 2-min videos coming soon. 🎥🚀. Built-in watermarking & content moderation ensure safe, ethical AI.

8/ Nova: AWS’s Multimodal AI Model 🌟.• 4 Models: Micro, Lite, Pro, Premier. • Context windows up to 300K tokens (soon 2M in 2025!). • Use Cases: Summaries, charts, & insights (text, image, video). 📊📸.

7/ Amazon SageMaker Updates 🎯.• Unified Studio: Dev environment integrating EMR, Glue, Redshift, Bedrock & more. • SageMaker Lakehouse: Open data architecture supporting Iceberg + Redshift + 3rd-party tools. • Data & AI Governance: Catalog for secure discovery & compliance.

6/ S3 Tables 🚀.Game-changing for Iceberg analytics:.• Automates tasks (compaction, cleanup). • 10x performance improvements by pre-partitioning. • REST endpoint + enhanced security = seamless Iceberg integration. 15M requests/sec for Parquet files? S3 Tables are ready! 📈.

5/ Generative AI & Bedrock 🤖.• Bedrock Guardrails: AI safety made easy. • Automated Reasoning: Verifies outputs mathematically for high-stakes use cases (insurance, etc). • Multi-Agent Collaboration 🤝.• Supervisor agents orchestrate complex workflows seamlessly.

4/ Databases 📊.• Aurora D-Seq: A distributed SQL powerhouse ⚡.• 4x faster than Google Spanner in multi-region setups. • DynamoDB Strong Consistency: Now global tables support multi-region consistency without latency hits. 🌍.

3/ Storage 📦.• S3 Table Buckets: Optimized for Apache Iceberg ✅.• 3x query performance ⚡.• Automates optimization (compaction, snapshots). • S3 Metadata: Real-time metadata indexing + SQL querying for faster data discovery.

2/ Trainium2 Ultra Servers 🤯.Combines 64 Trainium2 chips → 83 petaflops/node!.Anthropic’s Project Rainier sees 5x compute boost. 💪.

1/ Compute 🖥️.• Graviton4: 30% more compute per core, 3x memory vs Graviton3. • Trainium2 Instances: GA now! 🚀 30–40% better price-performance for AI workloads. • Trainium3 (2025): 2x Trainium2 performance, 40% more efficient.