NVIDIA Inception Proud NVIDIA Inception AI Startup

Empowering Small Business & Workers for the AI Economy

CloudIntelligence builds the platforms that bring AI power to everyone - especially resource-constrained small businesses and workers who stand to gain the most.

CloudIntelligence is a semantic AI platform based on multi-modal RAG framework turning knowledge into intelligence - new workflows, new services, empowered people.

Four Outcomes. Four Platforms. Real Impact.
Each platform solves a specific problem for a specific audience — upskilling workers, converting research into products, enabling smarter tool decisions, and optimizing AI spend across every vendor and cloud.
AINewsCycle.com
Upskill & Stay Ahead
AINewsCycle.com

Helps every worker become more AI-aware and upskill with new tools and frameworks to accomplish more with higher productivity. The most comprehensive daily AI coverage on the web, simplified into clear, practical briefings.

250+ feeds · 50+ topic pages · Daily & weekly briefings · Newsletter via SES

ainewscycle.com →
AIPapers.ai
Research → Products
AIPapers.ai

Semantic search over the entire arXiv research archive plus bioRxiv and medRxiv - 3 Million+ papers. VC/PE firms spot commercializable innovation. Researchers synthesize across papers. Students grasp complex science in plain language - converting latest research into the products and services of tomorrow.

3 Million+ papers · arXiv, bioRxiv & medRxiv · Semantic search · Daily curated briefs

aipapers.ai →

⚡ AvatarVA semantic chat over the full 3 Million paper corpus

ToolsInfo.com
Agentic Tools Discovery
ToolsInfo.com

A semantic knowledge base of 115K+ tools that helps businesses AI-power their existing workflows and provision new, previously impossible integrations - enabling new products and services. AI-guided discovery across 39 industry hubs with 491-field vendor intelligence matching compliance, security, cost, and integration needs.

115K+ tools · 5,500 categories · 5,000 guides · 2,800+ professional roles

toolsinfo.com →

⚡ AvatarVA semantic chat over 36K guide chunks + tool database

AICost.ai
AI Cost Intelligence
AICost.ai

AI cost optimization across every major vendor — from AWS, Azure, and GCP to Anthropic, OpenAI, Google, DeepSeek, xAI, Mistral, and Cohere. Pricing intelligence, calculators, and a branching discovery wizard that turns raw bills and workload shapes into actionable savings.

15+ vendors · Pricing calculators · Bill upload analysis · Discovery wizard

aicost.ai →
AvatarVA - The Semantic AI Engine That Powers It All
Every CloudIntelligence platform runs on AvatarVA - our multi-tenant semantic knowledge engine. We're making this same technology available to all businesses through AvatarVA - from new AI-powered workflows to intelligent customer support, any business can become AI-enabled by connecting their data and deploying a semantic assistant in minutes.

Upload documents, crawl websites, or connect databases - AvatarVA builds a semantic knowledge base using high-dimensional vector embeddings. Hybrid semantic + keyword retrieval finds the most relevant content. The AI generates accurate answers from your data only.

Today, AvatarVA connects to LanceDB vector stores powering semantic search over millions of records. Any business can achieve the same - connect their data, deploy an AI assistant, and transform their workflows with semantic intelligence.

💬
Chat
AI answers from your knowledge 24/7
📅
Meet
Visitors book calls in 30 seconds
📢
Message
Broadcast to your audience
<script src="https://avatarva.com/embed/@yourbusiness"></script>

One line of code. Any website. Live in 2 minutes. Free tier available.

How AvatarVA Works

1

Ingest

PDFs, websites, MySQL/PostgreSQL databases, or LanceDB vector stores. Any data source.

2

Embed

Semantic chunks embedded into high-dimensional vectors. Private per-tenant partition.

3

Retrieve

Hybrid semantic + keyword search with score-ranked fusion. Sub-second over millions of vectors.

4

Reason

Cross-document synthesis. Citation-aware responses. Research gap analysis.

5

Deliver

Conversational chat, meeting booking, broadcast follow-ups. Embeddable anywhere.

Your Knowledge. Your AI Assistant. Your Website.
If we can power AI assistants for 3 Million research papers and 115K software tools, AvatarVA can do the same for your business. Upload your docs, connect your data, deploy in minutes.
AvatarVA

Any creator, freelancer, or small business can upload their knowledge and deploy an AI assistant - trained on their content, responding in their voice. 25 role templates. Stripe billing. Google Calendar booking. Team routing.

Whether you are a small business, solopreneur, creator, gig worker, or student - you can have your own Avatar Virtual Assistant at avatarva.com.

From $8.99/mo · Chat + Meet + Message · External DB connectors · Embeddable widget

Create Your AI Assistant - Free →
From Text RAG to Multimodal Knowledge Reasoning
Today we retrieve and reason over text. Tomorrow, we do the same with video, scientific diagrams, audio, and cross-corpus queries - making every form of knowledge searchable and interactive.

Today - Text-Based RAG at Scale

Live in production. Serving real users daily.

  • 📄Document ingestion - PDFs, CSVs, website crawling, database connectors. Automatic chunking and embedding.
  • 🔍Hybrid retrieval - Semantic + keyword search with IVF_PQ indexing over millions of vectors.
  • 🧠Cross-document reasoning - AI synthesizes answers from multiple sources. Citation-aware.
  • 🏢Multi-tenant isolation - Each customer's data in a private partition. Same engine, separate knowledge.
"Compare attention mechanisms across these three transformer papers" - AIPapers.ai retrieves, cross-references, and synthesizes from 3 Million+ papers.

Tomorrow - Multimodal RAG

GPU-accelerated cross-modal reasoning.

  • 🎥Video understanding - "Show me how to use this power drill" retrieves the right video segment from ToolsInfo.
  • 📊Figure & diagram extraction - Vision models parse scientific figures and architecture diagrams from PDFs into searchable embeddings.
  • 🎙️Voice interaction - Ask questions by voice, hear answers explained. Speech-to-text and text-to-speech.
  • 🔗Cross-corpus reasoning - "What tools implement the techniques from this paper?" spans papers + tools + news.
"Explain Figure 3 from this paper and find a tool that implements it" - Vision model reads the diagram, semantic search finds the tool, AI connects the dots.
Built by product leaders who scaled $1B+ platforms.
Subu Vdaygiri

Subu Vdaygiri

Founder & CEO
  • 17+ years Fortune 100 product management
  • Ingram Micro, Siemens - $1B+ ARR platforms
  • 10x AWS + Azure certified
  • Wharton CTO Program | Kellogg CPO Program
Hanvish Vdaygiri

Hanvish Vdaygiri

Co-Founder & Data Scientist
  • UC Irvine - Data Science & Mathematics
  • Columbia University Alumni (VC/PE Program)
  • Semantic content analytics & AI pipelines
Proud NVIDIA Inception Program Member
NVIDIA Inception Program Member Badge

CloudIntelligence.ai has been accepted into the NVIDIA Inception Program — a free global accelerator for AI startups. NVIDIA Inception is designed to nurture cutting-edge startups building the future of AI.

Membership gives our platforms (AvatarVA, AIPapers.ai, ToolsInfo.com, AINewsCycle.com, AICost.ai) access to NVIDIA's technical expertise, developer tools and SDKs, preferred pricing on enterprise GPUs, cloud credits, Deep Learning Institute training, and the NVIDIA VC Alliance network — powering faster, more accurate semantic AI for every business we serve.

Your business deserves an AI assistant that knows your world.

Start with your knowledge. We handle the intelligence.