MAGIC Research
- Company typePrivate
- Founded-
- HeadquartersOrlando, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What MAGIC Research does
MAGIC Research is a privately held, Orlando, Florida–based AI infrastructure company operating as an AI and innovation hub with 11–50 employees. The company's core technology is the Fabric (TELA) AI Ecosystem, a private, distributed compute orchestration platform that turns existing CPU, GPU, and Apple Silicon hardware into AI compute resources across on-premise, cloud, and hybrid environments. Its product portfolio centers on Private AI—a white-label alternative to ChatGPT with full data sovereignty—and Fabric Hypergrid, supported by modular components including Wizard AI Orchestrator, Rapyd model accelerator, GatewAI compliance engine, Research Fabric, AI Chat, and AI Modules for text, image, audio, video, and multimodal workloads. The ASCEND Framework provides AI readiness assessment and onboarding services.
MAGIC monetizes through three streams: enterprise AI platform licensing on a recurring basis, custom AI engineering and integration professional services, and managed MLOps/GenAIOps engagements. Pricing is fully quote-based with multi-year enterprise contracts and dedicated account managers; no public tiers or price points exist. The go-to-market is sales-led, anchored by "Speak with an Expert" CTAs and direct enterprise field sales, supplemented by self-serve integration via Python APIs and SDKs and white-label/OEM deployment on AWS, Google Cloud, Microsoft Azure, or customer-owned hardware.
Customer evidence is limited but includes marquee relationships with Harvard Medical School, Boston Children's Hospital, Intel, and SES, focused on computationally intensive workloads such as protein folding, molecular dynamics, and battery material discovery. MAGIC claims cost reductions of up to 90% on AI infrastructure and acceleration of R&D timelines by 30% based on its case studies. In November 2025, the company launched MAGIC Private AI for Legal Services, signaling a deliberate vertical expansion from research/scientific computing into the legal sector.
MAGIC Research firmographics
Firmographics- Name
- MAGIC Research
- Legal name
- MAGIC Research
- Website
- https://researchmagic.com
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Ownership category
- akta.pro rank
MAGIC Research industry classification
Industry- Product category
- Enterprise AI Platform
- NAICS
- Software Publishers (513210), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), AI/ML Engineering & Model Development Services (BPAEAHAF), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)
Keywords
Where MAGIC Research is headquartered
LocationHeadquarters
- HQ city
- Orlando
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
MAGIC Research business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Enterprise AI Platform Licensing: Licensing of Fabric TELA AI ecosystem and Private AI solutions to enterprises for deployment on their own infrastructure. Provides white-label alternative to public AI services with full data sovereignty.
- Professional Services: Custom AI Engineering Development, Implementation & Integration, and AI Advisory & Strategy services. Includes ASCEND Framework for AI readiness assessment and implementation support.
- Data & ML Accelerators: Pre-configured AI modules and accelerators for quick deployment, sold as part of comprehensive AI solutions.
- MLOps/GenAIOps Services: Mature operational practices and experienced teams under Agile Methodologies providing ongoing support and optimization.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Hybrid | Multi-year contract | Custom Enterprise Solutions |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels3 records
MAGIC Research product offering
Product offeringCore offering
MAGIC Research builds and sells the Private AI platform, the Fabric Hypergrid generative AI computational hypergrid, and the ASCEND Framework for end-to-end enterprise AI adoption. The offerings are delivered as a unified, white-label, hardware-agnostic stack with full data sovereignty, bundled with custom AI engineering, implementation, and AI advisory services for enterprise, healthcare, research, legal, and startup customers.
Product overview
MAGIC Research offers a platform-plus-modules architecture centered on its Private AI platform and Fabric Hypergrid. Private AI serves as a fully customizable, white-label alternative to ChatGPT powered by the user's own private AI infrastructure. Fabric Hypergrid is the generative AI computational hypergrid that provides advanced orchestration, hardware-agnostic optimization, and accelerated AI models. The portfolio includes supporting modules: AI Chat (open source chat application), Wizard AI Orchestrator (auto-routes tasks to best AI model), Rapyd (model accelerator for performance optimization), Hypergrid (distributed compute orchestration), Research Fabric (research-optimized version), and AI Modules/Intelligent Apps (building blocks for text, image, audio, video generation and multimodal workflows). The ASCEND Framework provides AI readiness assessment and roadmap services. FABRIC supports every modality—text, image, audio, video, code, and structured data—in one unified system.
Differentiator
Problem solved
Functional benefit
Brands
- Private AI: A fully customizable, white-label alternative to ChatGPT powered by user's own private AI infrastructure, offering full data sovereignty and custom compliance.
- Fabric Hypergrid
- ASCEND Framework
Products and services
- Private AI Platform A turnkey, sovereign generative AI platform for enterprises, healthcare providers, and research institutions that delivers full data sovereignty, white-label deployment, and integration across multiple hyperscalers.
- Fabric Hypergrid A generative AI computational hypergrid that unifies multiple AI modalities with hardware-agnostic optimization, dynamic compute allocation, and orchestration for enterprise AI workloads.
- ASCEND Framework A structured framework and methodology that guides enterprises from AI strategy through to production deployment of private generative AI on the MAGIC stack.
- MAGIC Private AI for Legal Services A verticalized version of the Private AI platform tailored for law firms and corporate legal departments, addressing attorney-client privilege, confidentiality, and legal-domain generative AI workflows.
- Custom AI Engineering and Implementation Services Professional services offering covering custom AI engineering, implementation, and AI advisory for organizations deploying MAGIC Research's Private AI and Fabric Hypergrid stack.
Quantifiable outcome
- Reduce AI infrastructure costs by up to 90%
- +3 more outcomes
Companies that use MAGIC Research
Customer profileNamed customers4 records
Segments5 records
Ideal customer profiles4 records
MAGIC Research technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability16 records
Feature8 records
MAGIC Research partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core.
- Harvard Medical SchoolcoreMAGIC collaborates with Harvard Medical School to enhance computational efficiency in critical research areas including Alphafold and small molecule studies. The partnership aims to significantly reduce processing costs and increase resource accessibility, accelerating discoveries in molecular biology and drug development.
- Boston Children's HospitalcorePartnership to enhance computational efficiency in molecular biology and drug development research. MAGIC leverages Fabric optimized computational hypergrid to significantly reduce processing costs and expand resource accessibility.
- IntelcoreMAGIC collaborates with Intel to optimize Intel CPU architectures for AI and molecular research. By leveraging Fabric intelligent orchestration and optimization capabilities, the partnership enhances CPU performance for complex computations such as protein folding and molecular dynamics.
- SEScoreMAGIC enabled SES to map the Molecular Universe (10^60 molecules) to accelerate battery material discovery. Through AI-driven computational strategies and Fabric's hypergrid, SES rapidly identifies promising compounds for improved energy storage solutions.
Scale indicators5 records
Recent moves5 records
Expansion highlights5 records
MAGIC Research competitors and assessment
Company assessmentDirect peers
- RunPod: GPU cloud platform offering on-demand and reserved AI compute with developer-friendly deployment tooling. Comparable to MAGIC's Private AI and Fabric Hypergrid in delivering turnkey AI infrastructure for both developers and enterprise customers.
- Fireworks AI: AI inference platform specializing in fast, cost-efficient deployment of open-source and custom models at scale. Directly comparable to MAGIC's Rapyd model optimization engine and emphasis on tokens-per-second acceleration.
- Lambda: GPU cloud and AI infrastructure company serving enterprises, researchers, and startups with deep-learning-optimized hardware and software stacks. Comparable to MAGIC's Fabric in offering accelerated AI compute with strong enterprise and research customer profiles.
- Together AI: Open-source AI infrastructure platform providing inference and training optimized for cost and speed across open-weight models. Closely comparable to MAGIC's positioning as a cost-efficient, model-agnostic AI platform with private deployment options.
- CoreWeave: Specialized GPU cloud provider purpose-built for AI workloads, offering scalable, cost-efficient compute infrastructure to enterprises and AI labs. Directly comparable to MAGIC's Fabric Hypergrid in serving customers that need elastic AI compute with cost advantages over hyperscalers.
- Anyscale: Commercial provider of the Ray distributed compute framework, offering AI platform services that orchestrate compute across heterogeneous hardware. Directly comparable to Fabric's distributed orchestration and hardware-agnostic optimization value proposition.
- Paperspace (DigitalOcean): Cloud computing platform (acquired by DigitalOcean) offering GPU instances and AI/ML workflow tooling for developers and enterprises. Comparable to Fabric Hypergrid in providing accessible, cost-effective GPU infrastructure with workflows tuned for AI workloads.
Emerging players
- Modal Labs: Serverless AI infrastructure platform focused on developer ergonomics and elastic compute for AI workloads. Comparable to MAGIC in offering managed AI compute with cost optimization, though primarily serving a developer-first rather than enterprise-sold audience.
- Hugging Face: Open-source AI model hub that has expanded into enterprise inference endpoints and dedicated deployments. Comparable to MAGIC's Private AI as an enterprise-grade, model-agnostic deployment layer, though with a much larger model and community footprint.
Broad incumbents
- IBM watsonx: IBM's enterprise AI and data platform offering foundation models, governance, and deployment tooling with strong regulated-industry positioning. Comparable to MAGIC as an enterprise AI platform targeting data sovereignty, compliance, and hybrid deployment, though at vastly greater scale and breadth.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
MAGIC Research social profiles
Digital presenceMAGIC Research financial estimates
Financial estimateRevenue estimate
Valuation estimate
MAGIC Research leadership team
Management profileNumber of profiles
MAGIC Research funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
MAGIC Research 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 MAGIC Research
What does MAGIC Research do?
MAGIC Research builds and sells the Private AI platform, the Fabric Hypergrid generative AI computational hypergrid, and the ASCEND Framework for end-to-end enterprise AI adoption. The offerings are delivered as a unified, white-label, hardware-agnostic stack with full data sovereignty, bundled with custom AI engineering, implementation, and AI advisory services for enterprise, healthcare, research, legal, and startup customers.
Is MAGIC Research a public or private company?
MAGIC Research is a private company. It is classified as unknown and is currently operating.
When was MAGIC Research founded?
MAGIC Research was founded in -1. It employs 1 to 10 people.
Where is MAGIC Research based?
MAGIC Research is headquartered in Orlando, United States, in the North America region.
How does MAGIC Research make money?
Four revenue lines are on record. Enterprise AI Platform Licensing is the primary driver. The others are professional Services, data & ML Accelerators and MLOps/GenAIOps Services.
Who are MAGIC Research's main competitors?
Direct peers on record are RunPod, Fireworks AI, Lambda, Together AI, CoreWeave, Anyscale and Paperspace (DigitalOcean). Emerging players are Modal Labs and Hugging Face. IBM watsonx is listed as a broad incumbent.
Does MAGIC Research have an API?
Yes. APIs and SDKs enabling applications to leverage Magic's advanced AI capabilities for tasks focused on code generation, software engineering automation, and ultra-long context processing. The API layer receives AI prompts, tasks, or jobs and submits them to the AI job Orchestrator.
What industry is MAGIC Research in?
MAGIC Research's product category is Enterprise AI Platform. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its NAICS code is 513210 and its SIC code is 7372.