What Talos Innovation does

Talos Innovation ApS is a Denmark-incorporated private limited company (registration DK42252867) that provides TalosAps, an AI-augmented engineering simulation platform. The product embeds a patented AI architecture directly into certified physics solver workflows (CFD, FEA), positioning the AI as an accelerator that proposes smarter starting points and design directions while the underlying solver retains authority for convergence criteria and physics verification. A fail-closed component called DefectGate discards neural suggestions that do not demonstrably move the solver toward convergence, ensuring worst-case behavior equals the baseline solver output. Documented performance claims include up to 10x acceleration of engineering simulations and design cycles reduced from weeks to days or minutes.

The company's go-to-market is a consultative enterprise sales motion targeting high-stakes engineering industries including aerospace, automotive, marine, carbon capture, oil and gas, renewable energy, civil engineering, electronics, finance, and pharmaceuticals. Distribution is direct: no marketplace listing or self-service onboarding is evident, and pricing is quote-based and undisclosed. Demand generation relies on a content-driven Newsroom of dated technical articles addressing engineer skepticism about AI simulation, plus direct "Speak with a Talos Engineer" consultation CTAs across the website. Revenue is generated through subscription/recurring enterprise software licensing.

Talos is founder-led. Finlay Bertram (Founder, inventor and CEO) holds multiple patents including the core Transient Physics AI Solver and brings 10+ years of energy-sector and HPC experience (TotalEnergies, Maersk, PA Consulting). Staffan Eriksson (CTO) has 19 years of engineering and AI leadership. Diego Evans (COO) leads business development for capital-intensive industrial and clean-energy projects. Talos raised approximately $271K in seed funding from Antler in January 2025 and in September 2025 was nominated alongside numerical algorithms partner nAG for an HPCWire Readers' Choice Award. The company currently lists 1-10 employees and is positioned for an enterprise sale cycle typical of regulated engineering industries.

Name

Talos Innovation

Legal name

Talos Innovation ApS

Website

https://talosaps.com

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Talos Innovation is a Denmark-based company that provides TalosAps, an AI-augmented layer that accelerates physics-based engineering simulations by up to 10x while preserving certified solver authority. It targets enterprise engineering teams across aerospace, automotive, energy, and other high-stakes industries via consultative direct sales.

Ownership category

akta.pro rank

Headquarters

HQ city

Copenhagen

HQ country

Denmark

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Enterprise Software Licensing: Talos appears to offer enterprise software solutions for engineering simulation acceleration, likely through licensing arrangements with engineering teams and organizations in aerospace, automotive, energy, and other high-stakes industries. The FAQ includes questions about cost, onboarding, and installation, suggesting a consultative enterprise sales process rather than self-service.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

Talos Innovation provides TalosAps, an AI-augmented engineering simulation platform that integrates directly into existing certified physics solver workflows. The patented AI layer proposes smarter starting points and design directions, accelerating engineering simulations up to 10x while the underlying physics solver remains fully in control, enforcing physical laws and convergence criteria. The platform serves engineers and physicists in aerospace, automotive, energy, marine, civil engineering, pharmaceuticals, electronics, and finance industries.

Product overview

Talos Innovation offers TalosAps, a unified AI-accelerated engineering simulation platform. The product embeds a patented AI architecture directly into certified physics solvers (CFD, FEA), acting as an intelligent layer that proposes better starting points while the solver remains fully in control. This architecture ensures physics verification at every step—the solver enforces governing equations and convergence criteria, while AI accelerates the path to valid solutions. TalosAps serves industries including aerospace, automotive, marine, energy, civil engineering, pharmaceuticals, electronics, and finance, enabling faster design exploration without replacing trusted simulation workflows.

Differentiator

Problem solved

Functional benefit

Products and services

• TalosAps A machine learning computational enhancement layer that accelerates engineering simulation and high-performance computing (HPC). TalosAps integrates AI proposals into certified physics solvers to achieve up to 10x faster simulation without compromising accuracy, enabling broader design space exploration while maintaining physics verification.

Quantifiable outcome

• Simulation can be accelerated up to 10x faster without compromising accuracy or trust
• +3 more outcomes

Segments10 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature5 records

Partnerships

One partnership is on record.

• nAG (Numerical Algorithms Group)coreStrategic or Co-development Partner · 18 September 2025Talos Innovation and nAG have been nominated together for the HPCWire Readers' Choice Awards 2025 in the category of Best Use of AI Methods for Augmenting HPC Applications. The joint work focuses on TalosAps, a cutting-edge machine learning computational enhancement layer that redefines how simulation and HPC can be accelerated. This partnership combines Talos's AI acceleration technology with nAG's numerical algorithms expertise.

Scale indicators2 records

Recent moves5 records

Expansion highlights5 records

Broad incumbents

• ANSYS: Dominant CAE platform vendor with established certified solvers in fluid, structural, thermal, and electromagnetics domains. Broad incumbent whose roadmap (e.g., SimAI, physicsAI) increasingly overlaps with Talos's accelerator layer and that could acquire or replicate the technology.
• Altair Engineering: Simulation, HPC, and AI software vendor with Altair PhysicsAI and HyperWorks. Broad incumbent that overlaps directly with Talos's AI-accelerated simulation positioning, particularly in automotive and industrial verticals.
• Dassault Systèmes: 3DEXPERIENCE platform vendor serving aerospace, automotive, and industrial engineering with integrated CAD/CAE/simulation. Broad incumbent that competes for the same design-simulation budget and could integrate AI accelerators natively.
• Siemens Digital Industries Software: Provider of Simcenter and STAR-CCM+ simulation portfolios serving aerospace, automotive, and industrial customers. Broad incumbent whose embedded solver ecosystem and industrial customer base make it both a channel partner candidate and a competitive threat.
• COMSOL: Multiphysics simulation platform used widely in R&D and engineering services. Broad incumbent whose certified solver base represents both a competitive constraint and a potential integration partner for AI accelerator layers.

Direct peers

• Neural Concept: Provides deep-learning surrogate models that accelerate CAE workflows for product design across automotive, aerospace, and energy. Directly competes in AI-driven simulation speed-up, although Talos positions itself as solver-preserving rather than surrogate-based.
• PhysicsX: AI-for-engineering platform applying machine learning to physics simulation and design optimization in aerospace, automotive, and energy. Closest direct comparable in product category, customer base, and accelerator-into-solver positioning.

Others

• Rescale: Cloud HPC platform purpose-built for engineering and scientific simulation workloads. Adjacent infrastructure provider that competes for the same customer compute budget and could either distribute or compete with AI-accelerated simulation offerings.
• nAG (Numerical Algorithms Group): Numerical algorithms and HPC library vendor already partnered with Talos on TalosAps and jointly nominated for HPCWire 2025. Strategic partner and ecosystem participant rather than a direct competitor, with deep HPC reach into engineering customers.

Emerging players

• Radix Engineering Intelligence: Early-stage AI platform aimed at accelerating engineering design and simulation workflows. Comparable target customers and AI-into-CAD/CAE value proposition, but with a narrower feature footprint.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Talos Innovation