TheStage AI
TheStage AI is a private AI infrastructure company (founded 2023) that provides an automated platform for compressing, compiling, and deploying neural network models across cloud, on-premise, and on-device environments, serving generative AI companies, developers, and edge AI product builders.
- Company typePrivate
- Founded2023
- HeadquartersDelaware City, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What TheStage AI does
TheStage AI is a venture-backed private AI infrastructure company founded in 2023 that provides a full-stack platform for compressing, compiling, and deploying neural network models across cloud, on-premises, and on-device environments. Its core products include ANNA (Automated NNs Accelerator), an automated optimization engine that applies quantization, sparsification, and pruning to reduce deployment costs by up to 5x and compress optimization timelines from months to hours; QLIP, a unified quantization, compilation, and serving stack with a configurable quality-latency slider; and ElasticModels, which supports custom weights and LoRAs for closed-source model serving. An On-Device SDK targets Apple silicon, NVIDIA GPUs, and NVIDIA Jetson for edge deployments, and the company claims up to 4x reduction in inference costs for providers using its NVIDIA GPU acceleration stack.
TheStage AI firmographics
Firmographics- Name
- TheStage AI
- Legal name
- TheStage AI
- Website
- https://thestage.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- TheStage AI is a private AI infrastructure company (founded 2023) that provides an automated platform for compressing, compiling, and deploying neural network models across cloud, on-premise, and on-device environments, serving generative AI companies, developers, and edge AI product builders.
- Ownership category
- akta.pro rank
TheStage AI industry classification
Industry- Product category
- AI Inference Optimization
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Model Deployment, Serving & Inference Platforms (HDAAABAF)
- akta.pro secondary industries
- AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
Keywords
Where TheStage AI is headquartered
LocationHeadquarters
- HQ city
- Delaware City
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
TheStage AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations
Revenue model
- SaaS Subscription Tiers: Tiered subscription plans (Researcher, Individual, Team, Enterprise) providing GPU quotas, task run limits, monthly credits, and access to inference engine and SDK with varying discounts.
- GPU Compute Usage: Pay-per-second billing for NVIDIA GPU inference engine usage, allowing elastic scaling based on compute needs.
- On-device SDK Licensing: Per-active-device pricing for on-device SDK deployment, monetizing edge AI capabilities.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free tier for research, benchmarks, and prototypes |
| Subscription | Monthly | $20/month for solo builders |
| Subscription | Monthly | $150/month for teams shipping to production |
| Subscription | Multi-year contract | Custom enterprise pricing for scale and security |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels4 records
TheStage AI product offering
Product offeringCore offering
TheStage AI provides an AI inference optimization platform that compresses, compiles, and deploys neural network models to cloud, on-premises, or on-device environments. Its automated acceleration stack uses quantization, sparsification, and pruning techniques (via ANNA) to reduce optimization time from months to hours and cut deployment costs by up to 5x. The platform also delivers GPU cloud rental, model serving (ElasticModels) with custom weights and LoRAs, and an On-Device SDK for edge deployments on Apple silicon and NVIDIA hardware.
Product overview
TheStage AI is an AI infrastructure company offering a unified platform for neural network optimization and inference deployment. The core products include ANNA (Automated NNs Accelerator) for automated model optimization using quantization, sparsification, and pruning; Qlip for unified quantization, compilation, and serving; and ElasticModels for flexible model serving with custom weights and LoRAs. The platform supports deployment to cloud (via Cloud service with GPU rental), on-premises, and on-device (via On-Device SDK for Apple silicon, NVIDIA GPUs, and Jetson). ANNA and Qlip are integrated into the main Inference Optimization Platform, enabling customers to compress models, control quality vs. size with a slider, and deploy anywhere. A strategic partnership with Brilliant Labs and Neuphonic powers AI features in Halo smart glasses.
Differentiator
Problem solved
Functional benefit
Products and services
- TheStage AI Inference Optimization Platform A comprehensive AI infrastructure platform that compresses, compiles, and deploys neural network models to cloud, on-premises, or on-device environments. Targets AI engineers and teams building production AI workloads who need faster, cheaper deployments with a tunable size-vs-quality slider.
- ANNA (Automated NNs Accelerator) Automated neural network optimization service that uses quantization, sparsification, and pruning to reduce optimization time from months to hours and cut deployment costs by up to 5x. Includes a slider for controlling size, latency, and quality. Targeted at AI engineers and teams needing fast, automated model compression.
- Qlip Model optimization toolkit that unifies quantization, pruning, automated acceleration, compilation, and serving into a single stack. Provides a configurable quantization and pruning API with predefined configs for NVIDIA GPUs and Apple silicon. For AI developers needing a unified workflow.
- ElasticModels Flexible model serving platform supporting custom weights and LoRAs to cut inference costs by up to 4x while improving latency and throughput. Designed for closed-source models and generative AI companies deploying production inference.
- Projects Cloud-based workspace for remote GPU runs that launches from CLI, streams logs in real time, and reproduces results with exact code version, config, and outputs saved per run. Manages GPU quotas and task runs for teams.
- Cloud GPU rental service across leading providers with pay-as-you-go billing. Allows connecting self-hosted GPUs, creating Docker environments per project, and connecting via CLI for real-time log streaming.
- On-Device SDK SDK for deploying optimized AI models locally on Apple silicon, NVIDIA GPUs, and NVIDIA Jetson devices. Designed for edge deployments requiring low latency and privacy, billed per active device.
Quantifiable outcome
- Reduces neural network optimization time from months to hours
- +3 more outcomes
Companies that use TheStage AI
Customer profileNamed customers5 records
Segments8 records
Ideal customer profiles9 records
TheStage AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature5 records
TheStage AI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Brilliant LabscoreStrategic partnership to embed frontier AI processing directly into smart glasses hardware. TheStage AI provides efficient on-device inference engine with low battery drain for Brilliant Labs' Halo smart glasses, eliminating cloud dependency for privacy-first AI processing.
- NeuphoniccoreCollaboration with Neuphonic and Brilliant Labs for Halo smart glasses. Neuphonic provides ultra-low-latency text-to-speech models while TheStage AI powers efficient processing with low battery drain for on-device AI workloads.
Scale indicators4 records
Recent moves5 records
Expansion highlights5 records
TheStage AI competitors and assessment
Company assessmentDirect peers
- Replicate: Replicate offers a cloud API to run and deploy open-source ML models with optimized serving, mirroring TheStage AI's developer-focused self-serve deployment and inference model.
- Modular: Modular builds the MAX inference platform and Mojo AI infrastructure, directly competing with TheStage AI's optimization, compilation, and serving stack across cloud and on-device deployments.
- Together AI: Together AI provides an AI cloud with optimized inference, fine-tuning, and custom models, directly competing with TheStage AI's cloud inference and optimization offerings.
- OctoAI (NVIDIA): OctoAI, acquired by NVIDIA, offers optimized AI inference and tuning services with similar acceleration techniques (quantization, compilation), directly overlapping with TheStage AI's ANNA/QLIP stack.
- Anyscale: Anyscale, built on Ray, offers scalable compute and inference for AI workloads with model serving optimizations, comparable to TheStage AI's GPU-accelerated inference platform.
- Fireworks AI: Fireworks AI offers optimized model inference and serving with custom deployment configurations, overlapping with TheStage AI's ElasticModels and ANNA capabilities for gen AI customers.
- DeepInfra: DeepInfra provides low-cost GPU inference-as-a-service for open-source models, directly overlapping with TheStage AI's Cloud GPU marketplace and ElasticModels serving capabilities.
Broad incumbents
- Hugging Face Inference Endpoints: Hugging Face offers a broad AI platform including optimized inference endpoints, model serving, and edge deployment, competing with TheStage AI across optimization and serving while serving a much larger community.
- CoreWeave: CoreWeave is a large-scale GPU cloud provider offering optimized inference infrastructure, comparable to TheStage AI's Cloud product but at much greater scale and capital base.
Emerging players
- RunPod: RunPod provides GPU cloud and serverless inference for AI workloads, competing at the lower end of TheStage AI's Cloud marketplace with self-serve developer pricing similar to TheStage AI's tiered structure.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks7 records
Key highlights7 records
Customer concentration
TheStage AI social profiles
Digital presenceTheStage AI compliance and trust
Trust signalCompliance1 record
TheStage AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
TheStage AI leadership team
Management profileNumber of profiles
Profiles1 record
TheStage AI funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TheStage AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about TheStage AI
What does TheStage AI do?
TheStage AI provides an AI inference optimization platform that compresses, compiles, and deploys neural network models to cloud, on-premises, or on-device environments. Its automated acceleration stack uses quantization, sparsification, and pruning techniques (via ANNA) to reduce optimization time from months to hours and cut deployment costs by up to 5x. The platform also delivers GPU cloud rental, model serving (ElasticModels) with custom weights and LoRAs, and an On-Device SDK for edge deployments on Apple silicon and NVIDIA hardware.
Is TheStage AI a public or private company?
TheStage AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was TheStage AI founded?
TheStage AI was founded in 2023. It employs 11 to 50 people.
Where is TheStage AI based?
TheStage AI is headquartered in Delaware City, United States, in the North America region.
How does TheStage AI make money?
Three revenue lines are on record. SaaS Subscription Tiers are the primary driver. The others are GPU Compute Usage and on-device SDK Licensing.
Who are TheStage AI's main competitors?
Direct peers on record are Replicate, Modular, Together AI, OctoAI (NVIDIA), Anyscale, Fireworks AI and DeepInfra. Broad incumbents are Hugging Face Inference Endpoints and CoreWeave. RunPod is listed as an emerging player.
Does TheStage AI have an API?
Yes. TheStage AI provides an inference API for deploying optimized models. The platform offers ElasticModels with support for custom weights and LoRAs, a CLI for project management (prefix commands with 'thestage project run'), and an on-device SDK for local deployments. Documentation available at /docs. Developer documentation is at app.thestage.ai/docs.
What industry is TheStage AI in?
TheStage AI's product category is AI Inference Optimization. Its primary akta.pro industry code is HDAAABAF, Model Deployment, Serving & Inference Platforms, with a secondary code of HDAAAAAI, AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers). Its NAICS code is 51821 and its SIC code is 7372.