ARYA Labs
ARYA Labs builds deterministic, physics-grounded AI world models from millions of specialized nano models to eliminate hallucination in mission-critical systems. It serves aerospace, defense, energy, pharmaceutical, and biotech enterprises requiring traceable, auditable AI outputs via a multi-year enterprise subscription model.
- Company typePrivate
- Founded2025
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What ARYA Labs does
ARYA Labs is a New York-based AI platform company founded in 2025 by Dr. Seth Dobrin (former IBM Chief AI Officer) and Łukasz Chmiel (former ESA/CERN engineer) that builds deterministic, physics-grounded world models for mission-critical applications in regulated industries. The company's core product is a platform composed of millions of small, specialized "nano models" orchestrated as a single foundation model, with probabilistic candidates filtered through physics-constrained deterministic validation layers designed to eliminate hallucination and produce traceable, auditable outputs. The architecture is exposed to customers through three core modules — ARYA Creator (engineering / Text-to-CAD), ARYA Speaks (language intelligence with air-gapped zero-confabulation), and ARYA Twins (device and anatomy digital twins) — plus ten or more verticalized applications spanning biotech (ARYA Mirë), oil & gas, smart cities, defense, pharmaceutical manufacturing, medical devices, regulatory submissions, and space hardware (CubeSat).
The company monetizes primarily through enterprise platform subscriptions and licensing to Fortune 500 buyers in aerospace & defense, energy & utilities, and pharmaceuticals & biotech — verticals where AI errors carry regulatory, safety, or mission consequences. Go-to-market combines direct enterprise field sales, a self-serve "Build a demo" intake portal, and channel partnerships, most notably a 50/50 joint venture with AIBotics announced in May 2026 that includes a five-year platform subscription and targets robotics, industrial automation, immersive environments, and geospatial intelligence markets. At stealth emergence in December 2025 the company disclosed $300,000 in early revenue and a $60 million sales pipeline against a $100 billion world-models market opportunity; the company is structured as a Public Benefit Corporation, has 11-50 employees, and operates from a single disclosed location in New York.
ARYA Labs firmographics
Firmographics- Name
- ARYA Labs
- Legal name
- ARYA Labs PBC
- Website
- https://heveliouslabs.com
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- ARYA Labs builds deterministic, physics-grounded AI world models from millions of specialized nano models to eliminate hallucination in mission-critical systems. It serves aerospace, defense, energy, pharmaceutical, and biotech enterprises requiring traceable, auditable AI outputs via a multi-year enterprise subscription model.
- Ownership category
- akta.pro rank
ARYA Labs industry classification
Industry- Product category
- Enterprise AI Software Platform
- NAICS
- Software Publishers (513210), Computer Systems Design Services (541512)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Safety, Alignment & Content Moderation (Guardrails, Red Teaming) (HDAAACAI)
Keywords
Where ARYA Labs is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Markets served
ARYA Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Platform Subscription: Five-year platform subscription model providing access to ARYA's deterministic world model technology. Part of strategic partnerships such as the AIBotics agreement. Enterprise-grade subscription for regulated industries.
- Enterprise Software Licenses: Direct enterprise licensing of the ARYA platform for organizations in aerospace, defense, energy, pharmaceuticals, and biotech sectors requiring deterministic AI for mission-critical systems.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Platform Access |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels4 records
ARYA Labs product offering
Product offeringCore offering
ARYA Labs builds and sells a deterministic, physics-grounded AI world model platform composed of millions of specialized 'nano models' that act as a single foundation model. The platform filters probabilistic outputs through deterministic validation layers to deliver traceable, auditable, zero-hallucination results for mission-critical use in aerospace & defense, energy, pharmaceuticals, and biotech. Industry-specific products (e.g., ARYA Mirë for biotech, ARYA Defense, ARYA Oil & Gas, ARYA Pharma Manufacturing, ARYA Smart Cities) plus three core modules (ARYA Creator, ARYA Speaks, ARYA Twins) are sold to enterprise customers on a subscription / licensing basis.
Product overview
ARYA Labs offers a platform-plus-modules architecture built around its core deterministic world model platform consisting of millions of specialized nano models. The platform filters probabilistic outputs through deterministic validation layers to eliminate hallucinations. The core ecosystem includes three modules: ARYA Creator for engineering (Text→CAD, simulations), ARYA Speaks for trusted language intelligence (zero-confabulation, air-gapped), and ARYA Twins for digital twin modeling. Industry-specific products include ARYA Mirë for biotech/proteomics, ARYA Oil & Gas, ARYA Smart Cities, ARYA Defense, ARYA Pharma Manufacturing, ARYA Medic, ARYA Regulatory, ARYA Biotech, and ARYA CubeSat demos. The platform targets mission-critical industries (aerospace/defense, energy/utilities, pharmaceuticals/biotech) where reliability must be measurable, traceable, and auditable.
Differentiator
Problem solved
Functional benefit
Brands
- ARYA Creator: Engineering platform for converting ideas to CAD, STEP files, simulations and validation.
- ARYA Speaks
- ARYA Twins
- ARYA Mirë
- ARYA Oil & Gas
- ARYA Smart Cities
- ARYA Defense
- ARYA Pharma Manufacturing
- ARYA Medic
- ARYA Regulatory
- ARYA Biotech
- ARYA CubeSat
Products and services
- ARYA Platform The core deterministic world model platform: millions of specialized nano models orchestrated as a single foundation model with physics-constrained reasoning and full auditability. Delivers traceable, zero-hallucination outputs for mission-critical enterprise use cases in aerospace & defense, energy, pharmaceuticals, and biotech.
- ARYA Creator Engineering intelligence module that converts text into CAD, STEP files, drawings, simulations, and validation — turning ideas into engineering reality. Targeted at engineering teams needing deterministic engineering outputs.
- ARYA Speaks Language intelligence module delivering zero-confabulation, offline/air-gapped operation, and high-context reasoning for trusted text processing. Targeted at regulated environments needing deterministic language outputs without generative hallucinations.
- ARYA Twins Digital twin module for modeling devices and anatomy with interaction simulation, validation, and certification capabilities. Enables living operational twins built from CAD geometry, electronics, materials, and trajectory data.
- ARYA Mirë (Biotech Intelligence) Biotech intelligence product featuring a physics-grounded conformational map of the mammalian proteome and a drug-discovery workbench. Includes 30,393 per-protein nano models, MARTINI-validated ensembles, and a queryable interactome answering drug-drug interactions, selectivity, allosteric sites, and patient-mutation impact. Runs on a single commodity GPU; deployable on-prem or via REST API.
- ARYA Oil & Gas Deterministic production optimization solution for oil & gas operators: physics-based well decline forecasting, multiphase flow validation, equipment failure prediction from material fatigue, and real-time well control with hard safety limits.
- ARYA Smart Cities Unified digital twin of five interdependent city domains — energy, water, buildings, mobility, and public safety — with a Cascade Visualizer for tracing how disturbances propagate across linked systems. Built for predictable, coordinated infrastructure control.
- ARYA Defense Deterministic mission guidance system that computes target trajectories from first-principles physics, feasible intercept windows, and closed-loop guidance for aerospace and defense applications.
- ARYA Pharma Manufacturing Deterministic process development suite for pharmaceutical manufacturing: reaction kinetics from first principles, lab-to-plant scale-up via dimensionless analysis, thermal-runaway safety simulation, and GMP batch record generation compliant with 21 CFR Part 11.
- ARYA Medic Certifiable digital twin for medical devices, modeling wearable devices, the fetus, and their interactions through first-principles simulations of body movement, temperature variation, and electromagnetic interference, enabling design changes to be proven in simulation before hardware modifications.
- ARYA Regulatory
Quantifiable outcome
- 30,393 per-protein models covering the mammalian proteome
- +5 more outcomes
Companies that use ARYA Labs
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
ARYA Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability8 records
Feature13 records
ARYA Labs partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- AIBoticscoreStrategic partnership and 50/50 joint venture combining ARYA's deterministic world model platform with AIBotics' robotics and AI ecosystem. The partnership involves a five-year platform subscription and joint development of global consumer applications targeting robotics, industrial automation, immersive environments, and geospatial intelligence markets. AIBotics gains access to ARYA's physics-constrained nano models technology for real-time physical-system modeling.
Scale indicators9 records
Recent moves5 records
Expansion highlights6 records
ARYA Labs competitors and assessment
Company assessmentBroad incumbents
- NVIDIA: Through Omniverse and Cosmos, NVIDIA offers world foundation models and digital twin platforms for physical AI across robotics, manufacturing and smart cities — a well-capitalized incumbent that competes with ARYA's deterministic world-model positioning at the infrastructure layer.
- Dassault Systèmes: 3DEXPERIENCE platform provides industry digital twins across aerospace, life sciences, energy and cities — directly comparable to ARYA's industry-specific deterministic twin offerings.
- Ansys: Industry-standard simulation software for engineering, physics and digital twins across aerospace, defense, energy and healthcare — a broad incumbent selling deterministic simulation into ARYA's target verticals.
- Siemens Digital Industries Software: Xcelerator and digital twin portfolio serves aerospace, energy and manufacturing customers with simulation and lifecycle management — a broad incumbent competing with ARYA Twins, ARYA Defense and ARYA Oil & Gas.
- Palantir Technologies: Foundry and Gotham platforms serve defense, intelligence and regulated commercial customers with decision-grade data and AI — competes with ARYA Defense and the broader 'AI for mission-critical' positioning.
Direct peers
- World Labs: Founded by Fei-Fei Li, World Labs is building large 'world models' for spatial intelligence — directly comparable to ARYA's deterministic world model thesis and a fellow category-defining AI startup emerging from stealth.
- Isomorphic Labs: DeepMind spinout applying AI to drug discovery and protein structure prediction — directly comparable to ARYA Mirë's per-protein physics-grounded nano models for the mammalian proteome.
- Schrödinger: Computational chemistry and biology platform used across pharma for molecular simulation and drug discovery — directly comparable to ARYA's deterministic molecular intelligence and pharma manufacturing products.
- Recursion: AI-driven biotech combining wet-lab automation with computational models to accelerate drug discovery — competes for the same pharma/biotech AI platform budgets as ARYA Mirë.
Emerging players
- Genesis AI: Genesis is an emerging physics-based world-model effort for robotics and physical AI, closely aligned with ARYA's physics-grounded nano-model architecture and robotics/automation GTM.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks7 records
Key highlights7 records
Customer concentration
ARYA Labs social profiles
Digital presenceARYA Labs compliance and trust
Trust signalCompliance3 records
ARYA Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
ARYA Labs leadership team
Management profileNumber of profiles
Profiles2 records
ARYA Labs funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ARYA Labs 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 ARYA Labs
What does ARYA Labs do?
ARYA Labs builds and sells a deterministic, physics-grounded AI world model platform composed of millions of specialized 'nano models' that act as a single foundation model. The platform filters probabilistic outputs through deterministic validation layers to deliver traceable, auditable, zero-hallucination results for mission-critical use in aerospace & defense, energy, pharmaceuticals, and biotech. Industry-specific products (e.g., ARYA Mirë for biotech, ARYA Defense, ARYA Oil & Gas, ARYA Pharma Manufacturing, ARYA Smart Cities) plus three core modules (ARYA Creator, ARYA Speaks, ARYA Twins) are sold to enterprise customers on a subscription / licensing basis.
Is ARYA Labs a public or private company?
ARYA Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was ARYA Labs founded?
ARYA Labs was founded in 2025. It employs 11 to 50 people.
Where is ARYA Labs based?
ARYA Labs is headquartered in New York, United States, in the North America region.
How does ARYA Labs make money?
Two revenue lines are on record. Platform Subscription is the primary driver. The others are enterprise Software Licenses.
Who are ARYA Labs's main competitors?
Broad incumbents on record are NVIDIA, Dassault Systèmes, Ansys, Siemens Digital Industries Software and Palantir Technologies. Direct peers are World Labs, Isomorphic Labs, Schrödinger and Recursion. Genesis AI is listed as an emerging player.
Does ARYA Labs have an API?
No public API is recorded for ARYA Labs.
What industry is ARYA Labs in?
ARYA Labs's product category is Enterprise AI Software Platform. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), 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.