Innovative Research LLC
Innovative Research LLC is a Plymouth, Minnesota engineering software firm that develops MacroFlow (Flow Network Modeling) and MeltFlow (CFD) tools for rapid thermal, fluid, and specialty alloy remelting process simulation, serving enterprise customers in defense, semiconductor, and specialty metals industries.
- Company typePrivate
- Founded-
- HeadquartersPlymouth, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Innovative Research LLC does
Innovative Research LLC is a privately held engineering software company headquartered in the Minneapolis, Minnesota area (Plymouth) that develops specialized computational tools for thermo-fluid design and analysis of complex flow systems. The company operates two product lines: MacroFlow, which uses a proprietary Flow Network Modeling (FNM) technique to deliver rapid prediction of flow and thermal behavior for electronics cooling, semiconductor gas/liquid delivery, and general flow systems, typically completing analyses in under a minute; and MeltFlow, a CFD-based family comprising MeltFlow-VAR and MeltFlow-ESR, which simulate Vacuum Arc Remelting and Electroslag Remelting processes used to produce superalloys, steels, and titanium alloys. Both product lines incorporate extensive component and fluid property libraries drawn from authoritative engineering sources and integrate with Tecplot for visualization, plus vendor-specific component data from suppliers including Entegris, Mott, Lytron, and others.
The company serves enterprise engineering customers in defense, semiconductor processing, specialty metals, aerospace, and broader electronics-cooling industries. Revenue is generated through one-time software licensing of MacroFlow and MeltFlow products, supplemented by likely professional services such as technical support and training. Distribution is direct-to-enterprise via a consultative sales motion conducted through conference exhibitions (Itherm, LMPC), phone outreach, and website contact forms. The firm is small (1-10 employees), founder/management-owned, with no disclosed institutional investment, and operates as a Minnesota LLC (formerly Innovative Research, Inc.). Named collaborators include ATI Specialty Materials, which provides schematic content used in MeltFlow documentation, indicating a technical co-development relationship.
Innovative Research LLC firmographics
Firmographics- Name
- Innovative Research LLC
- Legal name
- Innovative Research, LLC
- Website
- https://inresllc.com
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Innovative Research LLC is a Plymouth, Minnesota engineering software firm that develops MacroFlow (Flow Network Modeling) and MeltFlow (CFD) tools for rapid thermal, fluid, and specialty alloy remelting process simulation, serving enterprise customers in defense, semiconductor, and specialty metals industries.
- Ownership category
- akta.pro rank
Innovative Research LLC industry classification
Industry- Product category
- Engineering Simulation Software
- NAICS
- Computer Systems Design Services (541512)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Cooling & Thermal Solutions (Air/Liquid, fans, thermal paste) (HDACAGAF)
- akta.pro secondary industry
- Waste Heat Recovery & Heat Integration (HRSG/ORC, Pinch Analysis, Heat Exchangers) (EUABAJAF)
Keywords
Where Innovative Research LLC is headquartered
LocationHeadquarters
- HQ city
- Plymouth
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Innovative Research LLC business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- Software Licenses: Innovative Research LLC generates revenue through software licensing of MacroFlow, MeltFlow-VAR, and MeltFlow-ESR products. These are engineering simulation software tools sold to defense, semiconductor, and specialty metals companies for thermal and flow analysis.
- Professional Support Services: The company likely provides technical support, training, and consulting services related to their simulation software products.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Innovative Research LLC product offering
Product offeringCore offering
Innovative Research LLC develops and licenses desktop CFD and Flow Network Modeling software used by engineering teams to design and analyze thermal-fluid systems. Its MacroFlow product delivers rapid (<1 minute) system-level flow and thermal prediction for electronics cooling, semiconductor gas/liquid delivery, and general flow networks using a network representation of components. Its MeltFlow-VAR and MeltFlow-ESR products apply advanced process-specific CFD models to simulate Vacuum Arc Remelting and Electroslag Remelting of superalloys, steels, and titanium alloys.
Product overview
Innovative Research LLC offers a portfolio of two specialized CFD/FNM software product lines: MacroFlow for Flow Network Modeling of electronics cooling and general flow systems, and MeltFlow for comprehensive CFD simulation of metallurgical remelting processes. MacroFlow uses the Flow Network Modeling (FNM) technique and comes in variants for Electronics Cooling and General Flow Systems applications. MeltFlow consists of two products: MeltFlow-VAR for Vacuum Arc Remelting process simulation and MeltFlow-ESR for Electroslag Remelting process simulation. Both product lines target the design and optimization of industrial systems in defense, semiconductor, automotive, aerospace, and specialty metals industries.
Differentiator
Problem solved
Functional benefit
Brands
- MacroFlow: Software tool for rapid flow and thermal design of electronics cooling, semiconductor processing, and general flow systems using Flow Network Modeling (FNM) technique.
- MeltFlow
- MeltFlow-VAR
- MeltFlow-ESR
Products and services
- MacroFlow Software tool using the Flow Network Modeling (FNM) technique for rapid and accurate prediction of flow and thermal behavior in engineering systems, featuring an intuitive GUI, extensive component library, and efficient solution method for sizing components, comparing designs, and running what-if analyses. Applied to electronics cooling, semiconductor gas/liquid delivery, and general flow systems across defense, computer, telecom, power electronics, filtration, and semiconductor processing industries. Available in variants targeting Electronics Cooling and General Flow Systems applications.
- MeltFlow-VAR Advanced CFD software for comprehensive simulation of the Vacuum Arc Remelting (VAR) process, analyzing DC electromagnetics, fluid flow, heat transfer, phase change, and alloy element redistribution to predict pool evolution, thermal history, segregation, and metallurgical structure in ingots. Used by leading specialty metals companies for cost-effective process improvement to produce superior quality ingots of superalloys, steels, and titanium alloys. Formerly called COMPACT-VAR.
- MeltFlow-ESR Advanced CFD software for comprehensive simulation of the Electroslag Remelting (ESR) process, using process-specific models for detailed analysis of AC electromagnetics, fluid flow, heat transfer, and phase change to predict pool evolution and metallurgical structure in ingots. Used by leading specialty metals companies for superalloys, steels, and titanium alloys. Formerly called COMPACT-ESR.
Quantifiable outcome
- Analysis of typical practical flow systems completed in less than a minute
- +2 more outcomes
Companies that use Innovative Research LLC
Customer profileNamed customers5 records
Segments4 records
Ideal customer profiles3 records
Innovative Research LLC technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration10 records
Feature5 records
Innovative Research LLC partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core and notable.
- TecplotcoreTecplot is used as the visualization software for MeltFlow results. The integration enables easy visualization of computational results including flow fields, temperature distributions, and electromagnetic phenomena through a powerful data visualization platform.
- ATI Specialty MaterialsnotableATI Specialty Materials provides schematic diagrams of VAR and ESR processes for use in MeltFlow documentation. This indicates a collaborative relationship for technical content development.
Scale indicators2 records
Recent moves6 records
Expansion highlights4 records
Innovative Research LLC competitors and assessment
Company assessmentDirect peers
- Cadence Design Systems: Cadence (via the 6SigmaET acquisition) provides electronics-cooling CFD used by the same semiconductor and electronics customers that Innovative Research serves with MacroFlow for thermal design of enclosures and component-level cooling.
- Flow Science: Flow Science develops FLOW-3D, a general-purpose CFD solver used in manufacturing, aerospace, and process industries. It overlaps with MeltFlow in process simulation and with MacroFlow in flow/thermal analysis for engineering systems.
- ANSYS: ANSYS is the leading commercial CFD/CAE platform (Fluent, Icepak) and competes directly with MacroFlow for electronics cooling and with broader multiphysics tools for flow/thermal simulation. It is the most direct and consequential competitor in the company's served market.
- ESI Group: ESI Group specializes in manufacturing process simulation (casting, welding, additive manufacturing) and competes for similar specialty metals and process engineering use cases that MeltFlow addresses for VAR and ESR remelting.
- Thermo-Calc Software: Thermo-Calc provides computational thermodynamics and diffusion simulation tools widely used by specialty metals producers — the same customer base that uses MeltFlow-VAR/ESR to predict pool evolution and segregation in superalloys and titanium alloys.
- COMSOL: COMSOL provides multiphysics simulation software widely used for CFD, heat transfer, and electromagnetics — overlapping with both MacroFlow (electronics cooling) and MeltFlow (coupled electromagnetics/thermal/fluid in VAR/ESR). It competes for the same enterprise engineering seats.
- Dassault Systèmes (SIMULIA): Dassault's SIMULIA portfolio (including Fluent-acquired capabilities) targets structural, thermal, and CFD simulation in aerospace, automotive, and industrial verticals — directly comparable to the customer base Innovative Research serves with MacroFlow and MeltFlow.
Broad incumbents
- Siemens Digital Industries Software: Siemens offers Simcenter (including Flotherm for electronics thermal) and other CAE tools within a broader PLM/CAD portfolio. It competes with MacroFlow in electronics cooling while bringing much larger platform reach and enterprise sales motion.
- Hexagon (MSC Software): Hexagon's MSC Software (Cradle, Actran) provides CFD and thermal simulation for industrial and electronics customers. It is a broader incumbent that competes for some of the same electronics thermal and industrial flow/thermal seats as MacroFlow.
Emerging players
- Computherm: Computherm builds thermodynamics and solidification simulation software (e.g., Pandat, ProCast) used in metallurgy R&D. It targets a subset of the specialty metals simulation workflow that overlaps with MeltFlow's VAR/ESR process modeling.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Innovative Research LLC social profiles
Digital presenceInnovative Research LLC financial estimates
Financial estimateRevenue estimate
Valuation estimate
Innovative Research LLC leadership team
Management profileNumber of profiles
Innovative Research LLC funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Innovative Research LLC 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 Innovative Research LLC
What does Innovative Research LLC do?
Innovative Research LLC develops and licenses desktop CFD and Flow Network Modeling software used by engineering teams to design and analyze thermal-fluid systems. Its MacroFlow product delivers rapid (<1 minute) system-level flow and thermal prediction for electronics cooling, semiconductor gas/liquid delivery, and general flow networks using a network representation of components. Its MeltFlow-VAR and MeltFlow-ESR products apply advanced process-specific CFD models to simulate Vacuum Arc Remelting and Electroslag Remelting of superalloys, steels, and titanium alloys.
Is Innovative Research LLC a public or private company?
Innovative Research LLC is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Innovative Research LLC founded?
Innovative Research LLC was founded in -1. It employs 1 to 10 people.
Where is Innovative Research LLC based?
Innovative Research LLC is headquartered in Plymouth, United States, in the North America region.
How does Innovative Research LLC make money?
Two revenue lines are on record. Software Licenses are the primary driver. The others are professional Support Services.
Who are Innovative Research LLC's main competitors?
Direct peers on record are Cadence Design Systems, Flow Science, ANSYS, ESI Group, Thermo-Calc Software, COMSOL and Dassault Systèmes (SIMULIA). Broad incumbents are Siemens Digital Industries Software and Hexagon (MSC Software). Computherm is listed as an emerging player.
Does Innovative Research LLC have an API?
No public API is recorded for Innovative Research LLC.
What industry is Innovative Research LLC in?
Innovative Research LLC's product category is Engineering Simulation Software. Its primary akta.pro industry code is HDACAGAF, Cooling & Thermal Solutions (Air/Liquid, fans, thermal paste), with a secondary code of EUABAJAF, Waste Heat Recovery & Heat Integration (HRSG/ORC, Pinch Analysis, Heat Exchangers). Its NAICS code is 541512 and its SIC code is 7373.