Deci AI
Deci AI was an Israel-based deep learning platform company whose AutoNAC technology automatically optimized neural network architectures for efficient deployment across diverse hardware. It served enterprise AI/ML teams on a subscription basis before being acquired by NVIDIA in May 2024.
- Company typePrivate
- Founded2019
- HeadquartersRamat Gan, Israel
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Deci AI does
Deci AI was an Israel-based deep learning software company, founded in 2019 and headquartered in the Tel Aviv / Ramat Gan area, that built a development platform for optimizing, deploying, and running deep learning models efficiently across heterogeneous hardware environments. Its core technology, AutoNAC (Automated Neural Architecture Construction), automatically constructed and refined neural network architectures to maximize inference efficiency on target hardware — spanning edge, cloud, and on-premise deployments — without requiring manual architecture tuning from engineering teams.
The company operated a B2B, enterprise-focused go-to-market, selling on a recurring subscription basis to AI/ML engineering teams across industries (horizontal segmentation). Deci monetized through its platform and optimization engine rather than a per-seat developer license, with marketing concentrated on direct enterprise field sales, content, and industry events. It raised approximately $46 million in equity capital across a 2020 seed/early round led by Emerge Ventures and Square Peg Capital, a 2021 Series A of $21 million led by Insight Partners with Samsung Next and Vintage Investment Partners, and a 2022 Series B of $25 million again led by Insight Partners; additional strategic support came from Intel Ignite and Comcast NBCUniversal LIFT Labs.
In May 2024, Deci AI was acquired by NVIDIA Corporation of Santa Clara, California, and was dissolved as a separate corporate entity. Its AutoNAC technology and engineering team were absorbed into NVIDIA's enterprise AI software stack. As a standalone company Deci no longer operates; all references to its forward business should be treated as historical.
Deci AI firmographics
Firmographics- Name
- Deci AI
- Legal name
- Deci AI
- Website
- https://deci.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Acquired
- Headcount range
- 51–100 employees
- Short description
- Deci AI was an Israel-based deep learning platform company whose AutoNAC technology automatically optimized neural network architectures for efficient deployment across diverse hardware. It served enterprise AI/ML teams on a subscription basis before being acquired by NVIDIA in May 2024.
- Ownership category
- akta.pro rank
Deci AI industry classification
Industry- Product category
- AI Development Platform
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI)
- akta.pro secondary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Deci AI is headquartered
LocationHeadquarters
- HQ city
- Ramat Gan
- HQ country
- Israel
- HQ region
- Middle East
Offices1 record
Markets served
Deci AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- AI Model Optimization Platform: Platform providing AI model optimization services for enterprises deploying deep learning models across various environments
Go-to-market motion1 record
Distribution channels1 record
Deci AI product offering
Product offeringCore offering
Deci AI provided a deep learning development platform that enabled developers and enterprises to build, optimize, and deploy ultra-fast AI models on any hardware. Its core offering centered on AutoNAC, a proprietary Automated Neural Architecture Construction technology that automatically constructed and refined neural network architectures to maximize efficiency, performance, and speed across diverse deployment environments including edge, cloud, and on-premise infrastructure.
Product overview
Deci AI offered a deep learning development platform centered around its proprietary AutoNAC (Automated Neural Architecture Construction) technology. The platform provided end-to-end capabilities for developing, optimizing, and deploying deep learning models across various industries. AutoNAC served as the core optimization engine that automatically constructed and refined neural network architectures to maximize efficiency and performance across different hardware environments and use cases. Following its acquisition by NVIDIA in May 2024, Deci was dissolved as a separate entity and integrated into NVIDIA's enterprise AI software offerings.
Differentiator
Problem solved
Functional benefit
Products and services
- Deep Learning Development Platform End-to-end platform for developing, optimizing, and deploying deep learning models. Enables developers and enterprise AI teams to build AI applications across various industries by providing tools for model optimization and efficient inference across heterogeneous hardware environments.
- AutoNAC (Automated Neural Architecture Construction) Proprietary automated neural architecture construction engine that automatically constructs and optimizes neural network architectures to improve deep learning model efficiency, speed, and deployment across various environments and hardware platforms including edge, cloud, and on-premise.
Companies that use Deci AI
Customer profileSegments1 record
Ideal customer profiles1 record
Deci AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability1 record
Feature1 record
Deci AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- NVIDIAcoreDeci AI was acquired by NVIDIA Corporation in May 2024. Deci was dissolved as a separate corporate entity and its technology is now part of NVIDIA's enterprise software offerings
Scale indicators3 records
Recent moves6 records
Expansion highlights4 records
Deci AI competitors and assessment
Company assessmentDirect peers
- Modular AI: Modular builds a unified AI inference and developer platform (Mojo/MAX), positioned as a faster, more efficient alternative to vendor stacks. It competes with Deci's AutoNAC on hardware-agnostic model optimization and inference performance.
- OctoML: OctoML built an automated ML deployment platform using Apache TVM to optimize models across hardware targets, the same core value proposition as Deci's AutoNAC. Both targeted enterprise ML teams seeking hardware-aware model optimization and inference acceleration.
- Neural Magic: Neural Magic offered software for high-performance neural network inference on commodity CPUs and GPUs, competing directly with Deci's model optimization and efficient deployment focus. Both served enterprise AI teams seeking inference cost reduction.
Emerging players
- Anyscale: Anyscale, the commercial steward of Ray, provides a distributed compute platform for scaling AI workloads including model training and inference. It overlaps with Deci's deployment-side focus for enterprise AI/ML teams.
- Determined AI: Determined AI offered an MLOps platform for training and deploying deep learning models, addressing similar enterprise pain points around efficient model development that Deci targeted.
- Seldon: Seldon provides an MLOps platform for deploying, scaling, and monitoring machine learning models in production, targeting the same enterprise AI/ML team use cases around efficient production deployment.
Broad incumbents
- Hugging Face: Hugging Face operates a broad AI model hub plus inference and deployment tooling (Inference Endpoints, Optimum) that overlaps with Deci's model optimization and deployment platform for the same enterprise AI developer audience.
- NVIDIA TensorRT: TensorRT is NVIDIA's high-performance deep learning inference optimizer and runtime — effectively the in-house competitor to AutoNAC within the same vendor stack that ultimately acquired Deci.
- Qualcomm AI Hub: Qualcomm's AI Hub provides hardware-aware model optimization and deployment for edge AI, overlapping with Deci's positioning of AutoNAC for optimizing models across different deployment environments including edge.
Others
- Apache TVM: TVM is an open-source deep learning compiler stack for optimizing models across hardware backends. It is the underlying infrastructure competitor that both OctoML and parts of the broader ML optimization ecosystem (including Deci's category) were built around.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat3 records
Key risks5 records
Key highlights5 records
Customer concentration
Deci AI social profiles
Digital presenceDeci AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Deci AI leadership team
Management profileNumber of profiles
Profiles5 records
Deci AI funding detail
Funding detailFunding overview
Funding rounds5 records
Investors12 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Deci 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 Deci AI
What does Deci AI do?
Deci AI provided a deep learning development platform that enabled developers and enterprises to build, optimize, and deploy ultra-fast AI models on any hardware. Its core offering centered on AutoNAC, a proprietary Automated Neural Architecture Construction technology that automatically constructed and refined neural network architectures to maximize efficiency, performance, and speed across diverse deployment environments including edge, cloud, and on-premise infrastructure.
Is Deci AI a public or private company?
Deci AI is a private company. It is classified as corporate owned and is currently acquired.
When was Deci AI founded?
Deci AI was founded in 2019. It employs 51 to 100 people.
Where is Deci AI based?
Deci AI is headquartered in Ramat Gan, Israel, in the Middle East region.
How does Deci AI make money?
One revenue line is on record: AI Model Optimization Platform.
Who are Deci AI's main competitors?
Direct peers on record are Modular AI, OctoML and Neural Magic. Emerging players are Anyscale, Determined AI and Seldon. Broad incumbents are Hugging Face, NVIDIA TensorRT and Qualcomm AI Hub. Apache TVM is listed as an others.
Does Deci AI have an API?
No public API is recorded for Deci AI.
What industry is Deci AI in?
Deci AI's product category is AI Development Platform. Its primary akta.pro industry code is HDAAAAAI, AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 5182 and its SIC code is 7372.