Blue Wave AI Labs
Blue Wave AI Labs is a private SaaS company that builds physics-informed AI applications — including ThermalLimits.ai, Eigenvalue.ai, and CoreDesigner.ai — for nuclear utility operators (BWRs and PWRs) and defense customers, serving over half of the U.S. domestic BWR fleet with anchor accounts Constellation Energy and Southern Nuclear.
- Company typePrivate
- Founded2016
- HeadquartersWest Lafayette, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Blue Wave AI Labs does
Blue Wave AI Labs, founded in 2016 and headquartered in West Lafayette, Indiana, is a private SaaS company that develops artificial intelligence software for the nuclear energy industry under its proprietary Nuclear-Grade AI™ framework. Its core technology combines physics-informed machine learning, neural networks, and large language models trained on decades of historical fuel-cycle data, core simulator outputs, and real-time instrumentation from operational nuclear plants, hosted on Amazon GovCloud. The company serves over half of the U.S. domestic fleet of boiling water reactors with anchor customers including Constellation Energy and Southern Nuclear, and has expanded into military defense via DARPA programs.
The company markets ten distinct applications organized into three modules: Nuclear Operations (ThermalLimits.ai, Eigenvalue.ai, CoreDesigner.ai, MCO.ai, IntelligentDiagnostics.ai, TipTrace.ai), Procurement & Supply Chain (SecureProcure.ai, ROAR.ai), and Regulatory & Licensing (Reviewer.ai, 5059.ai). Reported performance includes 4x improvement in thermal-limit prediction bias, ±50pcm eigenvalue accuracy, 1,000x faster core-design evaluation, and $4M+ in annual fleet cost savings from the MCO predictive tool alone. The company derives revenue primarily through enterprise SaaS subscriptions sold via direct field sales to nuclear utilities, supplemented by a non-dilutive DOE grant (DE-NE0008930) and a 2023 growth investment from Pelican Energy Partners.
Blue Wave AI Labs pursues a go-to-market motion built on enterprise field sales, multi-year strategic partnerships (Constellation Energy, Southern Nuclear, Studsvik Scandpower), and collaborations with national laboratories (ORNL, ANL, BNL, INL), Purdue University, and NVIDIA. The company has earned two NEI Top Innovative Practice Awards (2021, 2024) and the 2025 IAEA Global Innovation Award for Nuclear AI, and is extending its footprint internationally through the Studsvik partnership and into defense applications via the DARPA Gamebreaker and AISUM programs.
Blue Wave AI Labs firmographics
Firmographics- Name
- Blue Wave AI Labs
- Legal name
- Blue Wave AI Labs, LLC
- Website
- https://bluewaveailabs.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Blue Wave AI Labs is a private SaaS company that builds physics-informed AI applications — including ThermalLimits.ai, Eigenvalue.ai, and CoreDesigner.ai — for nuclear utility operators (BWRs and PWRs) and defense customers, serving over half of the U.S. domestic BWR fleet with anchor accounts Constellation Energy and Southern Nuclear.
- Ownership category
- akta.pro rank
Blue Wave AI Labs industry classification
Industry- Product category
- Nuclear Engineering Software
- NAICS
- Software Publishers (513210), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where Blue Wave AI Labs is headquartered
LocationHeadquarters
- HQ city
- West Lafayette
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Blue Wave AI Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscriptions for Nuclear AI Applications: Blue Wave AI Labs operates as a SaaS company providing cloud-based AI software for the nuclear energy industry. The company offers a suite of Nuclear-Grade AI applications on a subscription basis, including ThermalLimits.ai, Eigenvalue.ai, CoreDesigner.ai, MCO.ai, and others. Revenue is generated through software subscriptions deployed via cloud platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS subscription for nuclear utilities |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels6 records
Blue Wave AI Labs product offering
Product offeringCore offering
Blue Wave AI Labs develops and sells a suite of cloud-based Nuclear-Grade AI™ SaaS applications that apply physics-informed machine learning, neural networks, and large language models to optimize nuclear reactor core design, predict thermal limits and moisture carryover, validate procurement and licensing documentation, and automate regulatory workflows. The platform is hosted on Amazon GovCloud and is currently trusted by more than half of the U.S. domestic boiling water reactor fleet.
Product overview
Blue Wave AI Labs offers a platform-plus-modules architecture centered on its Nuclear-Grade AI™ suite for the nuclear energy industry. The core platform (BWNuclear.ai) provides AI-based predictive algorithms for reload core design and cycle management applications. The Nuclear Operations module includes ThermalLimits.ai, Eigenvalue.ai, CoreDesigner.ai, MCO.ai, Intelligent Diagnostics.ai, and TipTrace.ai for comprehensive core and fuel optimization. The Procurement & Supply Chain module comprises SecureProcure.ai and ROAR.ai for document validation and Owner Acceptance Reviews. The Regulatory & Licensing module includes Reviewer.ai and 5059.ai for automating compliance documentation. All products are delivered as SaaS applications via web browser.
Differentiator
Problem solved
Functional benefit
Brands
- Nuclear-Grade AI™: A set of highly-precise and reliable AI-based algorithms designed for critical applications in nuclear energy, defense, and supply chains.
Products and services
- ThermalLimits.ai AI-based prediction platform for online thermal limits in Boiling Water Reactors (BWRs) that bridges the gap between offline calculations and online measurements, achieving average bias of less than 0.75% for max MFLPD and MAPRAT (4x improvement over conventional methods) and less than 0.30% for MFLCPR (80% bias reduction). It correctly identifies the online most limiting node/bundle location more than 85% of the time.
- Eigenvalue.ai Prediction platform for hot k-effective (eigenvalue) in BWRs that leverages historical fuel cycle data and core simulator outputs, demonstrating greater than 4-fold reduction in prediction uncertainty compared to conventional design targets with average error less than ±50pcm.
- CoreDesigner.ai AI-powered core design platform for BWRs and PWRs that evaluates core designs more than 1,000 times faster than traditional core simulation, enabling automated reload planning and optimization of fuel loading patterns, control rod configurations, and operating strategies with up to 1.7 million cycles evaluated per day.
- MCO.ai Prediction platform for Moisture Carryover (MCO) in BWRs using physics-constrained neural networks and machine learning, achieving average prediction error of just ±0.018% MCO with fleet total cost savings of at least $4 million annually.
- Intelligent Diagnostics.ai Real-time neutron flux monitor performance analysis tool for BWR neutronics that predicts flux monitor behavior during cycle planning to maximize the effective life span of flux detectors and avoid Technical Specification violations.
- TipTrace.ai AI-driven solution for optimizing Local Power Range Monitor (LPRM) calibration in BWRs that enhances precision of TIP Trace alignment to physical LPRM locations using advanced algorithms for accurate flux monitor calibration.
- Reviewer.ai AI tool for nuclear documentation that automates mundane tasks, reduces errors, and streamlines reviews, claiming over $1M per year per unit in cost savings for current customers.
- 5059.ai Nuclear-Grade AI application that automates 10 CFR 50.59 screenings by automatically generating relevant keywords, identifying licensing basis references, and drafting accurate screening responses, with claimed potential cost savings of over $1M per site per year.
- SecureProcure.ai AI tool for validating purchase orders, invoices, and goods receipts that identifies discrepancies and ensures document consistency across procurement processes.
- ROAR.ai AI-powered document intelligence platform for the Owner Acceptance Review (OAR) process that automatically extracts, cross-references, and validates information across Fuel Management Summaries, CDIRs, Reference Loading Patterns (RLPs), and supporting engineering documents.
Quantifiable outcome
- 4x improvement in thermal limit prediction accuracy (0.75% bias vs 4% mean bias for conventional methods)
- +7 more outcomes
Companies that use Blue Wave AI Labs
Customer profileNamed customers3 records
Segments2 records
Ideal customer profiles2 records
Blue Wave AI Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability13 records
Feature10 records
Blue Wave AI Labs partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered flagship, core and supporting.
- Constellation EnergyflagshipLong-term strategic collaboration with Constellation, the nation's largest producer of carbon-free energy. Constellation is expanding adoption of ThermalLimits.ai across its fleet of boiling water reactors. Previous integration of Eigenvalue and MCO.ai has resulted in material savings in fuel costs and generation-loss avoidance.
- Southern NuclearcoreSouthern Nuclear, a subsidiary of Southern Company, partnered with Blue Wave AI Labs on the IAEA 2025 Global Innovation Award for AI. Southern Nuclear operates nuclear energy facilities at the highest levels of safety and reliability across six units for Alabama Power and Georgia Power.
- Studsvik ScandpowercoreStrategic partnership with Studsvik Scandpower, the nuclear industry's expert in nuclear fuel and reactor physics trusted by more than half of the world's nuclear power plants. Partnership enhances Studsvik's offerings with Blue Wave's AI solutions.
- NVIDIAsupportingTechnology partnership with NVIDIA, the company that pioneered accelerated computing. NVIDIA's work in AI and computer graphics is applied across industries including healthcare, transportation, and gaming.
- Purdue UniversitysupportingPartnership with Purdue University, a world-renowned public research institution. Collaboration includes College of Engineering (School of Nuclear Engineering & School of Aeronautics and Astronautics) and College of Science (Department of Computer Science & Department of Physics and Astronomy).
- Oak Ridge National LaboratorysupportingCollaboration with ORNL, the largest US Department of Energy science and energy laboratory, conducting basic and applied research in energy and security solutions.
- Argonne National LaboratorysupportingCollaboration with ANL's Nuclear Science and Engineering Division, particularly the Plant Analysis and Control Group with expertise in instrumentation & control, and plant modeling & simulation.
- Brookhaven National LaboratorysupportingCollaboration with BNL, which leads and supports diverse research teams addressing DOE's energy, environmental, and nuclear challenges through transformative science and technology solutions.
- Idaho National LaboratorysupportingCollaboration with INL, one of 17 national labs in the U.S. Department of Energy complex, home to more than 5,400 researchers and support staff focused on innovations in nuclear research, renewable energy systems and security solutions.
- DARPAsupportingBlue Wave AI Labs was one of nine teams selected for the DARPA Gamebreaker AI Exploration Program, developing AI methods to assess and manipulate game balance in commercial video games for application to DoD war games. Blue Wave placed in top 3 in 4 categories.
- DARPA (AISUM)supportingBlue Wave AI Labs participated in the Artificial Intelligence for Small Unit Maneuver (AISUM) Prize Challenge, developing algorithms to improve drone maneuverability and reconnaissance in confined spaces for naval expeditionary warfare applications.
- HySonicsupportingPartnership with HySonic, which specializes in computational prediction modeling and experimental verification for the defense industry, with particular focus on high-speed flight and hypersonic flow physics.
Scale indicators6 records
Recent moves7 records
Expansion highlights6 records
Blue Wave AI Labs competitors and assessment
Company assessmentBroad incumbents
- BWX Technologies: Specializes in naval and commercial nuclear components, fuel, and services; competes for the same nuclear utility engineering and operations budget and has adjacent digital/service offerings.
- Framatome: Global nuclear fuel and services OEM with a growing digital and analytics portfolio serving the same utility customers as Blue Wave, including core monitoring and fuel management tools.
- GE Hitachi Nuclear Energy: BWR technology owner (BWRX-300) and services provider with digital offerings for BWR core and fuel management, directly competing for the same BWR fleet customers Blue Wave serves.
- Mirion Technologies: Provides radiation measurement and monitoring solutions across the nuclear fuel cycle, overlapping with Blue Wave's flux monitoring and dose-related analytics offerings.
- Westinghouse Electric Company: Major nuclear OEM offering PWR fuel, services, and an expanding digital/plant analytics suite that overlaps with Blue Wave's core-design and predictive maintenance use cases.
- Curtiss-Wright (Nuclear Segment): Provides nuclear-qualified instrumentation, controls, and embedded computing for safety-related plant applications, overlapping with Blue Wave's hardware-adjacent sensor and flux monitoring analytics.
Emerging players
- C3.ai: Enterprise AI platform serving industrial verticals including energy; a broader horizontal analog of Blue Wave's vertical-AI approach with predictive maintenance and process optimization.
- Lightbridge Corporation: Advanced nuclear fuel developer working with utilities on fuel cycle innovations; a natural partner/adjacent for AI-driven fuel optimization comparable to Blue Wave's CoreDesigner.ai and ThermalLimits.ai.
- SparkCognition: Industrial AI company with energy and defense applications, including predictive analytics for critical infrastructure — a comparable vertical-AI SaaS analog of Blue Wave's nuclear/defense platform.
Direct peers
- Studsvik Scandpower: Studsvik's nuclear fuel and reactor physics software (CASMO/SIMULATE) is the most established commercial platform for BWR and PWR core analysis. Blue Wave is both a partner and a competing analytics layer on top of the same core-design workflow.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks5 records
Key highlights7 records
Customer concentration
Blue Wave AI Labs social profiles
Digital presenceBlue Wave AI Labs compliance and trust
Trust signalCompliance2 records
Blue Wave AI Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Blue Wave AI Labs leadership team
Management profileNumber of profiles
Profiles4 records
Blue Wave AI Labs funding detail
Funding detailFunding overview
Funding rounds2 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Blue Wave AI 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 Blue Wave AI Labs
What does Blue Wave AI Labs do?
Blue Wave AI Labs develops and sells a suite of cloud-based Nuclear-Grade AI™ SaaS applications that apply physics-informed machine learning, neural networks, and large language models to optimize nuclear reactor core design, predict thermal limits and moisture carryover, validate procurement and licensing documentation, and automate regulatory workflows. The platform is hosted on Amazon GovCloud and is currently trusted by more than half of the U.S. domestic boiling water reactor fleet.
Is Blue Wave AI Labs a public or private company?
Blue Wave AI Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Blue Wave AI Labs founded?
Blue Wave AI Labs was founded in 2016. It employs 11 to 50 people.
Where is Blue Wave AI Labs based?
Blue Wave AI Labs is headquartered in West Lafayette, United States, in the North America region.
How does Blue Wave AI Labs make money?
One revenue line is on record: saaS Subscriptions for Nuclear AI Applications.
Who are Blue Wave AI Labs's main competitors?
Broad incumbents on record are BWX Technologies, Framatome, GE Hitachi Nuclear Energy, Mirion Technologies, Westinghouse Electric Company and Curtiss-Wright (Nuclear Segment). Emerging players are C3.ai, Lightbridge Corporation and SparkCognition. Studsvik Scandpower is listed as a direct peer.
Does Blue Wave AI Labs have an API?
No public API is recorded for Blue Wave AI Labs.
What industry is Blue Wave AI Labs in?
Blue Wave AI Labs's product category is Nuclear Engineering Software. Its primary akta.pro industry code is BPAEAHAK, Industry/Domain Analytics Solutions & Accelerators, with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 513210 and its SIC code is 7373.