Yotta Labs

Name

Yotta Labs

Legal name

Yotta Labs, Inc.

Website

https://yottalabs.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Ownership category

akta.pro rank

Product category

AI Cloud Infrastructure

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)

akta.pro secondary industries

Model Deployment, Serving & Inference Platforms (HDAAABAF), Model Hosting, Serving & Inference Platforms (HDAAACAB), Model Compression & Optimization (Quantization, Distillation, Pruning) (HDAAACAL), AI Accelerators (GPUs/TPUs/NPUs/ASICs) (HDAAAAAA)

Keywords

• GPU cloud computing
• AI infrastructure
• Serverless GPU
• ML orchestration
• Decentralized inference

Headquarters

HQ city

Seattle

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Infrastructure, Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. GPU Cloud Computing (Usage-based): On-demand, pay-as-you-go GPU compute services where customers pay based on actual GPU usage. Provides instant access to elastic GPU resources including H100/200 and B200/300 GPUs. Revenue scales with customer consumption patterns and workload duration.
2. AI Infrastructure Deployment: Large-scale GPU infrastructure deployment services for enterprise and government customers. Includes the $2 billion Blackwell Ultra GPU supercluster deployment valued at approximately $2.8 billion with partners like Gorilla Technology Group.
3. Enterprise Cloud Services: Serverless GPU cloud and MLOps platform services (Shakti Studio) for enterprise AI model deployment. Includes AI Gateway for multi-provider model routing and quantization services for model optimization.

Pricing tiers

Go-to-market motion5 records

Distribution channels5 records

Marketing channels7 records

Core offering

Yotta Labs provides a GPU cloud platform delivering on-demand, elastic GPU compute for AI training, inference, and fine-tuning, powered by NVIDIA H100/200 and B200/300 GPUs. The platform offers serverless deployment options with one-click launch templates, automatic scaling, and persistent storage across 20+ global regions, complemented by an AI Gateway for multi-model API routing and Quantization tools for model compression. Open-source offerings include BloomBee decentralized LLM inference, NeuronMM memory management, and Yotta AMD Kernel for alternative hardware acceleration.

Product overview

Yotta Labs offers a unified AI cloud platform combining on-demand GPU compute (pods and virtual machines) with serverless GPU infrastructure. The core platform is complemented by AI Gateway (multi-model API routing), Quantization (model compression), and Launch Templates for deployment. The Shakti Cloud sub-brand provides NVIDIA-powered sovereign AI infrastructure in India with H100 GPUs. Shakti Studio offers serverless MLOps capabilities. The open-source portfolio includes BloomBee (decentralized LLM inference), NeuronMM (memory management), and Yotta AMD Kernel (GPU optimization). The platform targets enterprise AI teams requiring production-scale training and inference with automatic scaling across 20+ global regions.

Differentiator

Problem solved

Functional benefit

Brands

• Shakti Cloud: Sovereign AI cloud platform powered by NVIDIA H100 GPU clusters providing enterprise AI services including training, inference, and HPC workloads with full compliance to Indian data residency norms.

Products and services

• On-Demand GPU Compute Elastic, production-ready GPU compute service with pods and virtual machines for AI training and inference workloads. Features automatic scaling, on-demand pay-as-you-go pricing, and persistent storage across 20+ global regions with H100/200 and B200/300 GPUs.
• Serverless GPUs Serverless GPU infrastructure enabling instant deployment of GPU workloads without infrastructure management overhead. Automatically scales AI applications across regions with high reliability.
• AI Gateway A unified API that intelligently routes requests across multiple AI model providers for optimized performance, cost, and availability. Enables enterprises to manage multi-model AI workflows through a single interface.
• Quantization Model compression tool that reduces large AI models to enable fast inference with minimal accuracy loss. Helps optimize deployment of large language models on GPU infrastructure.
• BloomBee Open-source decentralized LLM inference engine for scalable AI workloads with distributed computing capabilities. Enables decentralized inference across distributed GPU nodes.
• NeuronMM Open-source neural network memory management optimization tool for large models. Reduces memory footprint and improves efficiency for large-scale AI model deployment.
• Yotta AMD Kernel Open-source high-performance GPU kernels for AMD inference acceleration, providing optimized execution on AMD hardware as an alternative to NVIDIA GPU compute.

Named customers5 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature11 records

Partnerships

Ten partnerships are on record, tiered minor, flagship and core.

• MarketsandMarketsminorStrategic or Co-development Partner · 13 May 2026MarketsandMarkets and Yotta collaborated to publish a whitepaper analyzing India's transition from AI experimentation to enterprise-scale deployment, projecting Indian AI market growth to $119.44 billion by 2032. The study highlights Yotta's Shakti Cloud platform as a key enabler for enterprises seeking production-grade AI capabilities within India.
• Gorilla Technology GroupflagshipStrategic or Co-development Partner · 29 April 2026Expanded AI infrastructure partnership deploying an additional 20,736 B300 GPU cards in India by September 30, 2026. Project valued at approximately $2.8 billion with NVIDIA expected to account for roughly half the offtake through a four-year commitment. The deployment aims to establish one of APAC's largest NVIDIA DGX Cloud clusters in India. CEO Jay Chandan highlighted the partnership as representing a potential $500 million annualized revenue base.
• NVIDIAcoreTechnology or Integration · 18 February 2026NVIDIA is a core technology partner providing Blackwell Ultra (B300) GPUs, DGX Cloud infrastructure, and software tools (Nemotron models, NeMo framework). Yotta is deploying 20,736 liquid-cooled Blackwell Ultra GPUs forming one of Asia's largest AI superclusters. NVIDIA anchors Asia's first DGX Cloud supercluster with ~10,368 GPUs under a four-year contract worth approximately $1 billion. Yotta is part of NVIDIA's ecosystem supporting India's sovereign AI infrastructure under IndiaAI Mission.
• Larsen & Toubro (L&T)coreStrategic or Co-development Partner · 18 February 2026L&T partnered with NVIDIA and Yotta to build India's largest AI factory for large-scale AI workloads. The partnership is part of India's broader sovereign AI infrastructure build-out under the IndiaAI Mission, combining L&T's infrastructure capabilities with NVIDIA's GPU technology and Yotta's data center operations.
• E2E NetworkscoreTechnology or Integration · 18 February 2026E2E Networks is partnering with Yotta and NVIDIA to develop AI infrastructure in India, including AI cloud and GPU clusters. The collaboration focuses on supporting India's AI Mission and creating local AI models for multilingual applications using NVIDIA's Nemotron platform.
• InfosyscoreChannel Partner/ Reseller/ Distributor · 18 February 2026Infosys is leveraging NVIDIA's enterprise software and Yotta's GPU infrastructure to deliver AI systems globally to clients across finance, healthcare, telecom, and drug discovery. The partnership is part of NVIDIA's broader ecosystem play in India.
• Tech MahindracoreChannel Partner/ Reseller/ Distributor · 18 February 2026Tech Mahindra is building AI agents for industries using NVIDIA's enterprise software stack and Yotta's sovereign AI infrastructure. Part of the broader AI ecosystem partnership announced at India AI Impact Summit 2026.
• Persistent SystemscoreChannel Partner/ Reseller/ Distributor · 18 February 2026Persistent Systems is leveraging NVIDIA's enterprise software and Yotta's GPU infrastructure to deliver AI solutions to enterprise clients across multiple industries.
• WiprocoreChannel Partner/ Reseller/ Distributor · 18 February 2026Wipro is building AI agents using NVIDIA's enterprise software stack deployed on Yotta's sovereign AI infrastructure for industries including finance, healthcare, and drug discovery.
• MicrosoftcoreStrategic or Co-development Partner · 7 May 2025Microsoft partnered with Yotta Data Services to deliver sovereign AI solutions in India, integrating Yotta's GPU infrastructure with Microsoft Azure AI ecosystem. This enables Yotta to reach enterprise customers through Microsoft's global cloud ecosystem and provides Azure customers access to sovereign AI compute in India.

Scale indicators12 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• CoreWeave: Pure-play GPU cloud provider offering on-demand NVIDIA H100/B200 instances, serverless GPU, and AI orchestration. Closest direct competitor to Yotta's GPU cloud and serverless offering, though at significantly larger scale and primarily US/EU focused.
• Lambda Labs: GPU cloud and deep-learning workstation company providing H100/B200 cloud instances and clusters targeted at AI training and inference. Comparable product surface to Yotta's on-demand GPU compute and serverless offerings.
• Crusoe Energy: GPU cloud provider purpose-built for AI workloads with a focus on sustainable/stranded-energy-powered data centers. Competes with Yotta in the large-scale, NVIDIA-based GPU cloud segment for enterprise and startup AI customers.
• Together AI: AI cloud platform combining GPU compute (NVIDIA H100/B200) with open-source model hosting and inference APIs. Overlaps with Yotta on serverless GPU, AI Gateway-style model routing, and serving infrastructure for generative AI workloads.
• RunPod: Developer-focused GPU cloud with on-demand pods, serverless endpoints, and instant deployment templates. Closely comparable to Yotta's Launch Console, pods/vms, and product-led-growth motion targeting AI developers and startups.
• Paperspace (DigitalOcean): Cloud GPU service (now part of DigitalOcean) offering on-demand GPU instances and notebooks for AI workloads. Comparable self-serve GPU offering for developers and small teams, though at smaller scale than Yotta.

Emerging players

• Vast.ai: Decentralized GPU marketplace aggregating consumer and prosumer GPUs for AI training/inference. Conceptually comparable to BloomBee's decentralized inference thesis, with a more spot-market / peer-to-peer model.

Broad incumbents

• Microsoft Azure (AI Infrastructure): Hyperscaler offering ND H100/B200 instances, Azure AI Foundry, and DGX Cloud. Both a competitor in GPU cloud and a strategic partner via Yotta's Azure AI integration, making it a critical incumbent peer.
• Amazon Web Services (EC2 / Bedrock): Largest hyperscaler GPU cloud via EC2 P5/B200 instances and Bedrock model serving. Sets the global benchmark for pricing, scale, and enterprise features that Yotta must compete against for AI workloads.
• Google Cloud (A3 / Vertex AI): Hyperscaler offering A3 instances with H100 GPUs and Vertex AI model serving infrastructure. Competes broadly with Yotta for enterprise AI training and inference workloads, particularly with its integrated TPUs and software stack.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/YottaLabs

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Subsidiaries1 record

Funding overview

Funding rounds2 records

Investors7 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Yotta Labs