The Financialization Layer for Physical Infrastructure contains 12 companies across
2 categories.
This landscape maps the emerging software and financial infrastructure layer that turns scarce physical assets, such as batteries, grid flexibility, GPUs, and data center capacity, into programmable, optimizable, and financeable resources. The common pattern is that once these assets become measurable, controllable, and connected to volatile markets, new companies appear to monetize utilization, arbitrage, risk, and future cash flows.
Energy
Axle Energy
Website: axle.energy
Axle Energy builds a flexibility platform that connects EV chargers, batteries, and heat pumps to electricity markets so energy companies can aggregate demand response, optimize usage, and monetize flexible home energy assets. ([axle.energy](https://www.axle.energy/?utm_source=openai))
Category: Energy.
Funding stage: Series A.
Founded: 2023.
Country: United Kingdom.
Employees: 11-50 employees.
Landscape fit: It fits the Energy category because it sits at the intersection of grid software, demand flexibility, and market access for distributed energy assets, helping shift and monetize electricity use in ways that support grid decarbonization. ([axle.energy](https://www.axle.energy/?utm_source=openai))
Funding rounds
-
series a
announced 2026-05-01
: 18600000 GBP
; source: Funding Spotter
; https://www.fundingspotter.com/news/axle-energy-2026
-
seed
announced 2024-08-01
: 9000000 USD
; investors: Accel, Picus Capital, Eka Ventures
; source: TechCrunch
; https://techcrunch.com/2024/08/01/axle-energys-sprint-to-decarbonize-the-grid-lights-up-with-9m-seed-led-by-accel/
-
pre-seed
announced 2023-06-01
: 1600000 USD
; investors: Picus Capital, Eka Ventures
; source: Axle Energy
; https://www.axle.energy/blog/preseed-fundraising
Company timeline
-
2026-05-11:
V2G positioning moves toward mass-market carmaker partnerships
(gtm)
. Axle published a V2G explainer saying it is actively working with leading carmakers and EV charger manufacturers to bring the first mass-market V2G propositions.
Source: Axle Energy Blog.
https://www.axle.energy/fr/blog/vehicle-to-grid-v2g-grows-up
-
2026-05-01:
Broad hiring push across multiple functions
(hr)
. Pete Last posted that Axle Energy was hiring a People Ops lead and had open roles across Software Engineering, Growth, International Expansion, Founders Associates, and more.. Team size observed: 11-50 employees employees.
Source: Pete Last LinkedIn.
https://www.linkedin.com/posts/pete-last_were-hiring-a-people-ops-lead-at-axle-energy-activity-7449799767578021888-hP6p
-
2026-05-01:
series a
(funding)
. Amount: 18600000 GBP
Source: Funding Spotter.
https://www.fundingspotter.com/news/axle-energy-2026
-
2026-04-01:
Open founder-associate hiring interest surfaces
(hr)
. A team member’s hiring post on LinkedIn invited interest and a commenter specifically asked about the Founder Associate role.. Team size observed: 11-50 employees employees.
Source: Matt Pavord LinkedIn.
https://www.linkedin.com/posts/matt-pavord-b967bb177_were-hiring-at-axle-energy-ive-been-working-activity-7444643628808884224-QzBM
-
2026-03-04:
Adds Solis integration for home battery earnings
(product)
. Axle announced a Solis partnership that lets compatible UK hybrid inverter and battery systems enroll in its VPP without changing supplier or tariff.
Source: Axle Energy blog.
https://www.axle.energy/fr/blog/solis
-
2026-02-25:
Adds SolaX global partnership for battery monetization
(product)
. Axle announced a global partnership with SolaX to let eligible battery owners in the UK and France access Axle’s VPP, with expansion planned to more European markets.
Source: Axle Energy blog.
https://www.axle.energy/fr/blog/solax-and-axle-announce-global-partnership
Eclipse
Website: eclipse-flow.com
Eclipse develops and optimizes grid-scale battery energy storage systems, combining asset development with real-time optimization in power markets.
Category: Energy.
Funding stage: Seed.
Founded: 2023.
Country: France.
Employees: 11-50 employees.
Landscape fit: It fits the category because it sits at the financialization layer for physical energy infrastructure: Eclipse turns batteries into market-facing assets by developing them and optimizing their revenues in power markets, effectively monetizing physical infrastructure through software and trading logic.
Funding rounds
-
Series A
announced 2026-06-01
: 20000000 EUR
; investors: BNP Paribas, Noria
; source: Maddyness
; https://www.maddyness.com/2026/06/09/un-ex-cofondateur-delectra-leve-20-millions-pour-creer-le-marche-financier-des-batteries/
-
Seed
announced 2024-05-01
: 5500000 EUR
; investors: Wind, Kima Ventures, Agoranov
; source: Wind Capital
; https://wind.capital/eclipse-raises-e5-5m-to-unlock-renewable-energys-full-potential/
-
Grant
announced 2023-05-01
: 1300000 EUR
; investors: Bpifrance, Région Île-de-France
; source: Watts Else?
; https://www.wattselse.com/entreprises/eclipse-flow
Company timeline
-
2026-06-01:
Series A
(funding)
. Amount: 20000000 EUR. Investors: BNP Paribas, Noria
Source: Maddyness.
https://www.maddyness.com/2026/06/09/un-ex-cofondateur-delectra-leve-20-millions-pour-creer-le-marche-financier-des-batteries/
-
2026-06-01:
Team size observed
(hr)
. Public source shows a team size of 11-50 employees employees.. Team size observed: 11-50 employees employees.
Source: LinkedIn company page.
https://www.linkedin.com/company/eclipse11
-
2026-02-10:
Strategic BNP Paribas partnership announced
(gtm)
. Eclipse announced a strategic partnership and equity investment with BNP Paribas to accelerate BESS deployment and offer tailored financing, hedging, and offtake solutions alongside its optimization and trading platform.
Source: Business Wire.
https://www.businesswire.com/news/home/20260210795626/en/Eclipse-Signs-Partnership-Agreement-With-BNP-Paribas-to-Power-the-Next-Stage-of-Growth
-
2024-05-01:
Seed
(funding)
. Amount: 5500000 EUR. Investors: Wind, Kima Ventures, Agoranov
Source: Wind Capital.
https://wind.capital/eclipse-raises-e5-5m-to-unlock-renewable-energys-full-potential/
-
2024-02-01:
Public website and dual-solution packaging established
(product)
. Eclipse’s public site presents two primary product surfaces: grid-scale energy storage development and optimization of battery assets in power markets.
Source: Eclipse website.
https://eclipse-flow.com/en/eclipse/
-
2023-05-01:
Grant
(funding)
. Amount: 1300000 EUR. Investors: Bpifrance, Région Île-de-France
Source: Watts Else?.
https://www.wattselse.com/entreprises/eclipse-flow
flexa GmbH
Website: flexa.energy
flexa builds an AI-powered virtual power plant that aggregates and optimizes decentralized residential energy assets such as EVs, heat pumps, home batteries, and solar installations to improve grid stability and lower energy costs.
Category: Energy.
Funding stage: Pre Seed.
Founded: 2024.
Country: Germany.
Landscape fit: It fits the category because it turns physical energy assets into a managed, tradable flexibility layer, helping monetize distributed infrastructure capacity and operational data rather than just the hardware itself.
Funding rounds
-
Grant
announced 2026-02-01
: 2300000 EUR
; source: FUNDED Blog
; https://gotfunded.de/en/blog/success-story-flexa?hs_amp=true
-
Seed
announced 2019-04-01
: 14100000 USD
; investors: Pantera Capital, 1kx, Access Venture Partners, Nima Capital
; source: Gaebler Venture Capital Database
; https://www.gaebler.com/VC-Funding-5EC4235A-A1C2-4226-BBAD-EC5CDD2F9850-Flexa-04-12-2019
Company timeline
-
2026-02-01:
Grant
(funding)
. Amount: 2300000 EUR
Source: FUNDED Blog.
https://gotfunded.de/en/blog/success-story-flexa?hs_amp=true
-
2025-12-12:
Reaches Germany’s largest residential VPP scale
(product)
. Flexa reported more than 40,000 connected customers and described its platform as the largest residential virtual power plant in Germany.
Source: flexa - Inthenews: Flexa becomes Germany’s largest VPP.
https://www.flexa.energy/inthenews/largest-vpp-germany
-
2025-12-12:
Flexa claims Germany’s largest residential VPP at scale
(gtm)
. Flexa announced that it had surpassed 40,000 connected customers and operated the largest residential VPP in Germany, emphasizing real-time optimization across energy markets and grid services.
Source: Flexa.
https://www.flexa.energy/inthenews/largest-vpp-germany
-
2025-10-01:
Four new team members welcomed
(hr)
. Flexa welcomed Jona as Founder's Associate Intern, John as Software Engineer, Fabian Schwarz as Manager Software Engineering, and Jonas as Staff Data Scientist.
Source: LinkedIn.
https://www.linkedin.com/posts/flexaenergy_a-warm-welcome-to-the-newest-members-of-the-activity-7366816445000826880-6NnU
-
2025-08-01:
Christoph and Joe joined Flexa
(hr)
. Flexa welcomed Christoph as a Founder’s Associate and Joe Schmit as an Intern in the Operations Team.
Source: LinkedIn.
https://www.linkedin.com/posts/flexaenergy_founder-intern-activity-7308789570718855168-FVlb
-
2025-06-01:
Hiring push for four roles
(hr)
. Flexa announced it was hiring for four positions: Senior Product Manager - User Experience VPP, Head of Engineering, Senior Software Engineer, and Senior Energy Data Scientist.
Source: LinkedIn.
https://www.linkedin.com/posts/flexaenergy_hiring-alert-flexa-is-expanding-activity-7221801544600473600-9Rd_
Capalo AI
Website: capaloai.com
Capalo AI builds AI software and a virtual power plant platform that optimizes and trades battery energy storage systems across electricity markets to maximize asset value.
Category: Energy.
Funding stage: Series A.
Founded: 2022.
Country: Finland.
Employees: 51–200 employees.
Landscape fit: It fits the energy category because it operates in battery storage, renewable asset optimization, and grid trading—software that monetizes and coordinates physical energy infrastructure.
Funding rounds
-
Series A
announced 2026-02-01
: 11000000 EUR
; investors: Heartcore Capital, Tesi, VentureFriends, PROfounders, Inventure, Innovestor
; source: Capalo AI
; https://capaloai.com/news/capalo-ai-raises-11m-to-become-leading-optimizer/
-
Seed
announced 2025-03-01
: 3800000 EUR
; investors: VentureFriends, PROfounders, Inventure, Innovestor
; source: Capalo AI
; https://capaloai.com/news/capalo-ai-raises-3-8m-to-advance-green-transition/
-
Pre-Seed
announced 2023-10-01
: 500000 EUR
; investors: Innovestor Tech Fund, Inventure
; source: Capalo AI
; https://capaloai.com/2023/10/11/capalo-ai-raises-500-000e-and-maximizes-the-revenues-of-exilions-66-mwh-bess/
Company timeline
-
2026-05-01:
Hiring cluster: engineering function expansion
(hr)
. Capalo AI said it had welcomed several new colleagues over the past few weeks, with a strong focus on scaling its engineering function, naming Yinan Hu, Rafał Kawęcki, Eppu Ruotsalainen, Aino Juvakka, Ella Tamir, Jinnan Gong, Horia Gug, and Arnab Bhattacharjee.. Team size observed: 51–200 employees employees.
Source: Capalo AI LinkedIn.
https://www.linkedin.com/posts/capalo-ai_over-the-past-few-weeks-weve-welcomed-several-activity-7454436630674878464-NKtt
-
2026-04-22:
Added Latvia hybrid solar+storage reference
(gtm)
. Capalo AI signed Vindr to optimize and trade its first hybrid solar and storage asset in Latvia, reinforcing the hybrid motion beyond Lithuania. ([capaloai.com](https://capaloai.com/news/capalo-ai-to-optimize-and-trade-vindrs-first-hybrid-solar-and-storage-asset-in-latvia/?utm_source=openai))
Source: Capalo AI.
https://capaloai.com/news/capalo-ai-to-optimize-and-trade-vindrs-first-hybrid-solar-and-storage-asset-in-latvia/
-
2026-04-22:
Expanded into hybrid solar-plus-storage optimization in Latvia
(product)
. Capalo AI signed an agreement to optimize Vindr’s Līvāni hybrid solar and battery project in Latvia with coordinated optimization behind a single point of interconnection.
Source: Capalo AI.
https://capaloai.com/news/capalo-ai-to-optimize-and-trade-vindrs-first-hybrid-solar-and-storage-asset-in-latvia/
-
2026-04-01:
Leadership and commercial hires in Romania and origination
(hr)
. Capalo AI welcomed Joffroy Beckers as Country Manager Romania and Lauri Leppä as Origination Manager, describing the appointments as supporting Central and Eastern European expansion and commercial structures for BESS projects.. Team size observed: 51–200 employees employees.
Source: Capalo AI LinkedIn.
https://www.linkedin.com/posts/capalo-ai_pease-join-us-in-extending-a-warm-welcome-activity-7437036593070342144-yYVN
-
2026-03-01:
Hiring cluster: customer, trading, and data roles
(hr)
. Capalo AI welcomed Topi Paananen, Tatu Virtanen, and Dainius Velykis, saying their backgrounds support customer enablement, commercial energy markets, and advanced data and optimization technologies.. Team size observed: 51–200 employees employees.
Source: Capalo AI LinkedIn.
https://www.linkedin.com/posts/capalo-ai_please-join-us-in-welcoming-three-new-colleagues-activity-7424738299971297280-_NEj
-
2026-02-01:
Series A
(funding)
. Amount: 11000000 EUR. Investors: Heartcore Capital, Tesi, VentureFriends, PROfounders, Inventure, Innovestor
Source: Capalo AI.
https://capaloai.com/news/capalo-ai-raises-11m-to-become-leading-optimizer/
Entrix GmbH
Website: entrixenergy.com
AI-powered energy trading and optimization platform that helps battery storage and renewable energy assets maximize revenue through flexibility trading, revenue-securement products, and operational optimization.
Category: Energy.
Funding stage: Series A.
Founded: 2021.
Country: Germany.
Employees: 51-200 employees.
Landscape fit: It fits the Energy category because it sits at the intersection of energy trading, battery storage optimization, and long-term revenue structuring for physical energy infrastructure, effectively turning grid flexibility into financeable cash flows.
Funding rounds
-
venture/growth financing
announced 2026-03-01
: 43000000 EUR
; investors: Junction Growth Investors, Korys, BNP Paribas Solar Impulse Venture Fund, Allianz, AENU, Enpal, Abacon, Arvantis Group
; source: Entrix press release
; https://www.entrixenergy.com/en/cases/energy-trading-company-entrix-surpasses-3-gw-additional-43m-capital
-
equity round
announced 2023-08-01
: 8000000 EUR
; investors: ABACON CAPITAL, Enpal, KRAFTWERK.ventures, Pelion Green Future, business angels
; source: Entrix blog
; https://blog.entrixenergy.com/entrix-funding-1
Company timeline
-
2026-06-01:
Careers page shows active multi-country hiring
(hr)
. Entrix's careers page currently lists open roles in Germany and Italy and describes cross-functional teams across Germany, Poland, Iberia, and Italy.. Team size observed: 51-200 employees employees.
Source: Entrix Careers.
https://www.entrixenergy.com/en/careers
-
2026-06-01:
Hiring cluster: team strengthened in engineering, sales, operations, and marketing
(hr)
. Entrix posted that it was strengthening teams in engineering, sales, operations, and marketing with new colleagues joining Munich and Madrid.. Team size observed: 51-200 employees employees.
Source: LinkedIn.
https://www.linkedin.com/company/entrixenergy/
-
2026-05-20:
Co-location webinar pushes PV-plus-storage demand gen
(gtm)
. Entrix co-hosted a webinar with Luxera Energy on PV and BESS co-location, using project data to explain sizing, economics, and regulatory constraints for solar developers. ([entrixenergy.com](https://entrixenergy.com/en/events/entrix-luxera-energy-co-location-webinar?utm_source=openai))
Source: Entrix × Luxera Energy Webinar.
https://www.entrixenergy.com/en/events/entrix-luxera-energy-co-location-webinar
-
2026-05-01:
Hiring cluster: seven new experts join across Europe
(hr)
. Entrix announced seven new colleagues joining teams in finance, sales, engineering, and marketing across Munich, Warsaw, and Madrid.. Team size observed: 51-200 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/entrixenergy_datascience-businessdevelopment-productmanagement-activity-7338822470927273984-0GA4
-
2026-03-01:
venture/growth financing
(funding)
. Amount: 43000000 EUR. Investors: Junction Growth Investors, Korys, BNP Paribas Solar Impulse Venture Fund, Allianz, AENU, Enpal, Abacon, Arvantis Group
Source: Entrix press release.
https://www.entrixenergy.com/en/cases/energy-trading-company-entrix-surpasses-3-gw-additional-43m-capital
-
2026-02-05:
Germany's first grid-supportive battery storage project with Entrix
(product)
. Entrix and MaxSolar announced Germany's first grid-supportive battery storage project, with Entrix responsible for AI-based trading and optimization.
Source: Entrix.
https://www.entrixenergy.com/en/cases/maxsolar-entrix-grid-friendly-battery-storage
enspired
Website: enspired-trading.com
enspired is an AI-driven energy trading and optimization platform that helps owners of flexible power assets monetize battery and other energy assets in short-term power markets.
Category: Energy.
Funding stage: Series B.
Founded: 2020.
Country: Austria.
Employees: 51-200 employees.
Landscape fit: It fits the Financialization Layer for Physical Infrastructure category because it turns physical energy assets into tradable, revenue-optimized market participants through software, AI trading, and market access services.
Funding rounds
-
Series B
announced 2024-05-01
: 25500000 EUR
; investors: Zouk Capital, PUSH VC, Banpu NEXT, Vopak Ventures, Presidio Ventures, Emerald Technology Ventures, Helen Ventures, 360 Capital, EnBW Ventures
; source: enspired
; https://www.enspired-trading.com/press-releases/enspired-secures-%C2%A325-5-million-in-series-b-funding
-
Series A
announced 2021-11-01
: 8700000 USD
; investors: Emerald Technology Ventures, 360 Capital, EnBW New Ventures, Helen Ventures, i5invest
; source: enspired
; https://www.enspired-trading.com/blog/boosting-grid-flexibility-in-europe-usd-87m-funding-round
Company timeline
-
2026-06-09:
Careers page shows 4 open roles
(hr)
. enspired’s Recruitee careers page currently lists four open positions across development, market intelligence, product operations, and no-department/open-application tracks.. Team size observed: 51-200 employees employees.
Source: Recruitee careers page.
https://enspired.recruitee.com/
-
2026-06-02:
Romania partnership opens another new market
(gtm)
. enspired partnered with Alive Capital to unlock Romania’s BESS market and was already contracted on a 202 MW/404 MWh asset.
Source: enspired press release.
https://www.enspired-trading.com/press-releases/enspired-and-alive-capital-join-forces-to-unlock-romanias-bess-market
-
2026-06-02:
Romania market entry with Alive Capital
(product)
. enspired announced a Romanian partnership with Alive Capital to deliver cross-market optimization and real-time strategy execution for grid-scale storage assets.
Source: enspired press release.
https://www.enspired-trading.com/press-releases/enspired-and-alive-capital-join-forces-to-unlock-romanias-bess-market
-
2026-04-16:
Italy launch with route-to-market partner and public simulation
(gtm)
. enspired entered Italy with Energreen Trading and publicly demonstrated its optimization platform on Italian market data at Renmad Storage Italia 2026.
Source: enspired press release.
https://www.enspired-trading.com/press-releases/enspired-enters-italy-in-partnership-with-energreen-trading
-
2026-04-16:
Italy market entry through Energreen Trading partnership
(product)
. enspired entered Italy with Energreen Trading and presented cross-market optimization, pre-qualification support, MACSE compliance, and a live trading dashboard for Italian BESS projects.
Source: enspired press release.
https://www.enspired-trading.com/press-releases/enspired-enters-italy-in-partnership-with-energreen-trading
-
2026-03-01:
2-hour BESS revenue transparency webinar and 2-hour portfolio expansion
(product)
. enspired launched a webinar focused on 2-hour BESS assets and said it had been publishing independently certified cross-market revenues since early 2025.
Source: enspired webinar.
https://www.enspired-trading.com/webinars/bess-revenues-2hour-portfolio-performance
Compute
CoreWeave, Inc.
Website: coreweave.com
CoreWeave is an AI-native cloud platform that provides GPU compute, storage, networking, and infrastructure control for training and inference workloads at scale.
Category: Compute.
Founded: 2017.
Country: United States.
Employees: 1,001-5,000 employees.
Landscape fit: It fits the Compute category because it sells purpose-built cloud infrastructure and accelerated computing capacity for AI workloads, making raw compute the core product.
Funding rounds
-
Debt financing
announced 2026-05-01
: 3100000000 USD
; investors: Morgan Stanley, Mitsubishi UFJ Financial Group
; source: CoreWeave Investor Relations
; https://investors.coreweave.com/news/news-details/2026/CoreWeave-Closes-3-1-Billion-Loan-Facility-Expanding-Access-to-Public-Market-for-GPU-Backed-Financing/default.aspx
-
Debt financing
announced 2026-03-01
: 8500000000 USD
; investors: Blackstone Credit & Insurance, MUFG, Morgan Stanley, Goldman Sachs, JPMorgan
; source: CoreWeave Investor Relations
; https://investors.coreweave.com/news/news-details/2026/CoreWeave-Closes-Landmark-8-5-Billion-Financing-Facility-Achieving-First-Investment-Grade-Rated-GPU-backed-Financing/default.aspx
-
Private Placement
announced 2026-01-01
: 2000000000 USD
; investors: NVIDIA
; source: CoreWeave investor relations results release
; https://investors.coreweave.com/news/news-details/2026/CoreWeave-Reports-Strong-First-Quarter-2026-Results/
-
Convertible senior notes
announced 2025-12-01
: 2250000000 USD
; investors: Institutional purchasers
; source: CoreWeave Investor Relations
; https://investors.coreweave.com/news/news-details/2025/CoreWeave-Prices-Upsized-2-25-Billion-Convertible-Senior-Notes-Offering/default.aspx
-
Debt financing
announced 2025-07-01
: 2600000000 USD
; investors: Morgan Stanley, Mitsubishi UFJ Financial Group
; source: CoreWeave Investor Relations
; https://investors.coreweave.com/news/news-details/2025/CoreWeave-Closes-2-6-Billion-Secured-Debt-Financing-Facility-Strengthening-Market-Position-as-AI-Cloud-Leader/default.aspx
Company timeline
-
2026-06-01:
Active hiring slate visible on CoreWeave jobs page
(hr)
. CoreWeave's LinkedIn jobs page shows current openings in sales, logistics, finance, and operations, including sales manager, logistics, accounts payable, and strategic finance roles.. Team size observed: 1,001-5,000 employees employees.
Source: LinkedIn Jobs.
https://www.linkedin.com/company/coreweave/jobs
-
2026-05-28:
Unified agentic AI capabilities launched
(product)
. CoreWeave launched unified agentic AI capabilities connecting training, inference, observability, and RL so agents can improve continuously in production.
Source: CoreWeave Newsroom.
https://www.coreweave.com/news/coreweave-closes-the-training-to-inference-gap-for-autonomous-agent-improvement
-
2026-05-28:
CoreWeave ARENA and agentic AI capabilities signal productized demand generation
(gtm)
. CoreWeave introduced ARENA and later unified agentic AI capabilities to let customers test workloads and improve agents continuously across training, inference, observability, and RL.
Source: CoreWeave press release / landing page.
https://www.coreweave.com/news/coreweave-closes-the-training-to-inference-gap-for-autonomous-agent-improvement
-
2026-05-14:
Sandboxes launched for RL, tool use, and evaluation
(product)
. CoreWeave launched Sandboxes as secure, isolated environments for reinforcement learning, agent tool use, and model evaluation.
Source: CoreWeave Investor Relations.
https://investors.coreweave.com/news/news-details/2026/CoreWeave-Sandboxes-Launches-to-Accelerate-Reinforcement-Learning-Agent-Tool-Use-and-Model-Evaluation/default.aspx
-
2026-05-01:
Debt financing
(funding)
. Amount: 3100000000 USD. Investors: Morgan Stanley, Mitsubishi UFJ Financial Group
Source: CoreWeave Investor Relations.
https://investors.coreweave.com/news/news-details/2026/CoreWeave-Closes-3-1-Billion-Loan-Facility-Expanding-Access-to-Public-Market-for-GPU-Backed-Financing/default.aspx
-
2026-04-30:
SUNK Self-Service and SUNK Anywhere expanded
(product)
. CoreWeave expanded SUNK with guided self-service and SUNK Anywhere to speed cluster setup and support multi-cloud environments.
Source: CoreWeave Newsroom.
https://coreweave.com/news/coreweave-sunk-expands-capabilities-to-bring-ai-workloads-online-faster-anywhere
Lambda
Website: lambda.ai
Lambda is an AI infrastructure company that builds and operates GPU cloud, supercomputers, and AI factory infrastructure for training and inference workloads.
Category: Compute.
Funding stage: Series D+.
Founded: 2012.
Country: United States.
Employees: 754 employees.
Landscape fit: It fits the Compute category because it provides GPU-based AI infrastructure and supercomputing capacity—the core compute layer used to train and serve AI models at scale.
Funding rounds
-
Credit Facility
announced 2026-05-01
: 1000000000 USD
; investors: J.P. Morgan, Citigroup, MUFG Bank, Crédit Agricole
; source: Lambda
; https://lambda.ai/blog/lambda-closes-a-1-billion-senior-secured-credit-facility
-
Series E
announced 2025-11-01
: 1500000000 USD
; investors: TWG Global, US Innovative Technology Fund
; source: Lambda
; https://lambda.ai/blog/lambda-raises-over-1-5b-from-twg-global-usit-to-build-superintelligence-cloud-infrastructure
-
Credit Facility
announced 2025-08-01
: 275000000 USD
; investors: J.P. Morgan, Citigroup, MUFG Bank, Crédit Agricole
; source: Business Wire via Yahoo Finance
; https://finance.yahoo.com/news/lambda-closes-275m-senior-secured-130000830.html
-
Series D
announced 2025-02-01
: 480000000 USD
; investors: Andra Capital, SGW, Andrej Karpathy, ARK Invest, Fincadia Advisors, G Squared, In-Q-Tel, KHK & Partners, NVIDIA, Pegatron, Supermicro, Wistron, Wiwynn, 1517, Crescent Cove, USIT
; source: Lambda
; https://lambda.ai/blog/lambda-raises-480m-to-expand-ai-cloud-platform
-
Series C
announced 2024-02-01
: 320000000 USD
; investors: US Innovative Technology Fund, B Capital, SK Telecom, T. Rowe Price Associates, Inc., Crescent Cove, Mercato Partners, 1517 Fund, Bloomberg Beta, Gradient Ventures
; source: Lambda
; https://lambda.ai/blog/lambda-raises-320m-to-build-a-gpu-cloud-for-ai
Company timeline
-
2026-06-02:
Workspaces add account-level access boundaries
(product)
. Lambda launched free workspaces to organize resources and separate dev, staging, and production in shared accounts.
Source: Introducing workspaces for Lambda Cloud.
https://lambda.ai/blog/introducing-workspaces-for-lambda-cloud
-
2026-06-01:
Open roles page shows broad active hiring
(hr)
. Lambda’s careers page currently lists 38 open roles across data center business, G&A, and sales/marketing, including engineering, operations, finance, and intern positions.. Team size observed: 754 employees employees.
Source: Lambda careers page.
https://lambda.ai/careers/open-roles
-
2026-05-21:
Bare Metal Instances launch
(product)
. Lambda launched Bare Metal Instances with direct hardware access and API-driven lifecycle operations on Superclusters.
Source: Lambda Bare Metal Instances: full hardware control with API-driven operations.
https://lambda.ai/blog/lambda-bare-metal-instances
-
2026-05-05:
Leadership team expanded with CEO/CTO/chairman changes
(hr)
. Lambda announced Michel Combes as CEO, Stephen Balaban moving full-time to CTO, and John Donovan as Chairman of the Board.. Team size observed: 754 employees employees.
Source: Lambda blog.
https://lambda.ai/blog/lambda-assembles-leadership-team-to-power-gigawatt-scale-ai-infrastructure
-
2026-05-01:
Credit Facility
(funding)
. Amount: 1000000000 USD. Investors: J.P. Morgan, Citigroup, MUFG Bank, Crédit Agricole
Source: Lambda.
https://lambda.ai/blog/lambda-closes-a-1-billion-senior-secured-credit-facility
-
2026-03-16:
Expands into bare metal and rack-scale superclusters
(gtm)
. At GTC 2026, Lambda announced NVIDIA Vera CPUs, new Bare Metal Instances, and production-scale GB300 NVL72 superclusters, extending its offer toward rack-scale and agentic-AI infrastructure. ([lambda.ai](https://lambda.ai/blog/lambda-at-gtc-2026-building-the-superintelligence-cloud?utm_source=openai))
Source: Lambda blog / GTC page.
https://lambda.ai/blog/lambda-at-gtc-2026-building-the-superintelligence-cloud
Nebius Group N.V.
Website: nebius.com
Nebius is an AI cloud and AI infrastructure company that provides full-stack compute for the AI lifecycle, including large-scale GPU clusters, cloud platform services, training, tuning, inference, and deployment. ([nebius.com](https://nebius.com/company))
Category: Compute.
Founded: 2024.
Country: Netherlands.
Employees: 1,001-5,000 employees.
Landscape fit: It fits the Compute category because its core business is supplying AI compute infrastructure—especially GPU clusters and cloud platforms—for developers and enterprises that need training and inference capacity.
Funding rounds
-
convertible note offering
announced 2026-03-01
: 4000000000 USD
; source: Nebius Group announces pricing of upsized private offering of $4.0 billion of convertible senior notes
; https://nebius.com/newsroom/nebius-group-announces-pricing-of-upsized-private-offering-of-4-0-billion-of-convertible-senior-notes
-
strategic investment / private placement
announced 2026-03-01
: 2000000000 USD
; investors: NVIDIA
; source: NVIDIA and Nebius partner to scale full-stack AI cloud
; https://nebius.com/newsroom/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloud
-
Convertible senior notes
announced 2025-09-01
: 3160000000 USD
; source: Nebius press release
; https://nebius.com/newsroom/nebius-group-announces-closings-of-its-public-offering-of-class-a-ordinary-shares-and-concurrent-private-offering-of-convertible-senior-notes-with-aggregate-gross-proceeds-to-date-of-approximately-4-2-billion
-
convertible note offering
announced 2025-09-01
: 2750000000 USD
; source: Nebius Group announces pricing of upsized private offering of $2.75 billion of convertible senior notes
; https://nebius.com/newsroom/nebius-group-announces-pricing-of-upsized-private-offering-of-2-75-billion-of-convertible-senior-notes
-
Public offering
announced 2025-09-01
: 1000000000 USD
; source: Nebius press release
; https://nebius.com/newsroom/nebius-group-announces-closings-of-its-public-offering-of-class-a-ordinary-shares-and-concurrent-private-offering-of-convertible-senior-notes-with-aggregate-gross-proceeds-to-date-of-approximately-4-2-billion
Company timeline
-
2026-06-01:
Current jobs page shows active hiring
(hr)
. Nebius LinkedIn jobs page shows multiple current openings, including data center, security, sales, and solutions architecture roles.. Team size observed: 1,001-5,000 employees employees.
Source: Nebius jobs on LinkedIn.
https://www.linkedin.com/company/nebius/jobs
-
2026-06-01:
Careers page highlights open roles and Early Talent Program
(hr)
. Nebius careers page is actively recruiting and promotes an Early Talent Program alongside open positions.. Team size observed: 1,001-5,000 employees employees.
Source: Nebius careers page.
https://nebius.com/careers
-
2026-05-20:
Bloom Energy power partnership
(gtm)
. Nebius partnered with Bloom Energy to power its AI infrastructure build-out, supporting its US expansion with modular fuel-cell power for the customer-facing cloud footprint.
Source: Nebius newsroom.
https://nebius.com/newsroom/nebius-and-bloom-energy-partner-to-power-ai-infrastructure-build-out
-
2026-03-26:
Serverless AI platform update
(gtm)
. Nebius AI Cloud 3.5 added serverless AI, making compute more frictionless for prototyping, experimentation, and production inference while reducing operational overhead.
Source: Nebius newsroom.
https://nebius.com/newsroom/nebius-ai-cloud-3-5-introduces-serverless-ai-to-give-developers-frictionless-compute-for-real-world-ai
-
2026-03-26:
Aether 3.5 serverless AI release
(product)
. Nebius AI Cloud 3.5 added serverless AI, the NVIDIA RTX PRO 6000 Blackwell Server Edition, a new Data Transfer Service, redesigned marketplace workflows, and updated Kubernetes and Soperator controls. ([nebius.com](https://nebius.com/newsroom/nebius-ai-cloud-3-5-introduces-serverless-ai-to-give-developers-frictionless-compute-for-real-world-ai))
Source: Nebius newsroom.
https://nebius.com/newsroom/nebius-ai-cloud-3-5-introduces-serverless-ai-to-give-developers-frictionless-compute-for-real-world-ai
-
2026-03-16:
Physical AI cloud collaboration with NVIDIA
(gtm)
. Nebius announced an end-to-end cloud for robotics and physical AI, integrating NVIDIA’s Physical AI Data Factory Blueprint and targeting developers building autonomous systems.
Source: Nebius newsroom.
https://nebius.com/newsroom/nebius-teams-with-nvidia-to-build-cloud-for-robotics-and-physical-ai
Fluidstack
Website: fluidstack.io
Fluidstack is an AI cloud platform that builds and operates high-performance GPU clusters and data-center infrastructure for AI model training and inference. ([fluidstack.io](https://www.fluidstack.io/about-us/about))
Category: Compute.
Founded: 2017.
Country: United Kingdom.
Landscape fit: It fits the Compute category because its core product is supplying large-scale GPU compute and AI infrastructure—acquiring power, designing data centers, and operating managed clusters for customers that need scalable processing capacity.
Funding rounds
-
Equity financing
announced 2026-01-01
: 450000000 USD
; source: Reuters via TradingView
; https://www.tradingview.com/news/reuters.com%2C2026%3Anewsml_FWN3YO0OF%3A0-fluidstack-raises-450-million-in-equity-financing/
-
Series A
announced 2025-02-01
: 200000000 USD
; investors: Cacti, Episode 1 Ventures, Mana Ventures, 7 Global Capital, InnoWhale Ventures, Armyn Capital, Thesiger Capital
; source: Sacra
; https://sacra.com/research/fluidstack/
-
Debt financing
announced 2024-01-01
: 37500000 USD
; source: Sacra
; https://sacra.com/research/fluidstack/
-
SAFE
announced 2024-01-01
: 24700000 USD
; source: Sacra
; https://sacra.com/research/fluidstack/
-
Seed
announced 2019-03-01
: 3000000 USD
; investors: Seedcamp, Mercuri, 7 Global Capital
; source: LegalClarity
; https://legalclarity.org/who-owns-fluidstack-investors-and-ownership-structure/
Company timeline
-
2026-06-09:
Broad hiring cluster visible on careers page
(hr)
. Fluidstack's careers and job pages currently show open roles spanning supply chain, infrastructure deployment, security, finance, strategic transactions, product, leasing, and brand/content.
Source: Fluidstack careers and job pages.
https://careers.fluidstack.io/
-
2026-01-01:
Equity financing
(funding)
. Amount: 450000000 USD
Source: Reuters via TradingView.
https://www.tradingview.com/news/reuters.com%2C2026%3Anewsml_FWN3YO0OF%3A0-fluidstack-raises-450-million-in-equity-financing/
-
2025-12-04:
New York HQ relocation reinforced U.S.-centered commercial posture
(gtm)
. Fluidstack announced its global headquarters move to New York City, tying the relocation to scaling American infrastructure and the Anthropic-related buildout.
Source: Fluidstack blog.
https://www.fluidstack.io/about-us/blog/fluidstack-expands-u-s-investment-by-relocating-global-headquarters-to-new-york-city
-
2025-11-12:
Anthropic deal moved Fluidstack into bespoke U.S. data-center delivery
(gtm)
. Fluidstack announced a $50 billion infrastructure deal with Anthropic to build custom data centers in New York and Texas, with more sites planned.
Source: Fluidstack blog.
https://www.fluidstack.io/about-us/blog/fluidstack-selected-by-anthropic-to-deliver-custom-data-centers-in-the-us
-
2025-11-12:
Anthropic custom data-center deployment announced
(product)
. Fluidstack announced a $50 billion deal with Anthropic to build custom data centers in New York and Texas, with more sites to come. ([fluidstack.io](https://www.fluidstack.io/about-us/blog/fluidstack-selected-by-anthropic-to-deliver-custom-data-centers-in-the-us))
Source: Fluidstack blog.
https://www.fluidstack.io/about-us/blog/fluidstack-selected-by-anthropic-to-deliver-custom-data-centers-in-the-us
-
2025-11-06:
ClusterMAX Gold validated Fluidstack’s managed-cluster quality
(gtm)
. SemiAnalysis awarded Fluidstack Gold in ClusterMAX, giving the company third-party validation for its GPU cloud and forward-deployed engineering model.
Source: Fluidstack blog.
https://www.fluidstack.io/resources/blog/fluidstack-awarded-clustermax-gold-by-semianalysis
RunPod
Website: runpod.io
Runpod is an AI developer cloud that provides on-demand GPU compute, serverless inference, and infrastructure for building, training, and scaling AI workloads.
Category: Compute.
Funding stage: Seed.
Founded: 2022.
Country: United States.
Employees: 51-200 employees.
Landscape fit: It fits Compute because the product is fundamentally infrastructure: GPU cloud, serverless deployment, and scalable compute for AI/ML workloads. The company’s latest publicly announced financing was a $20M seed round co-led by Intel Capital and Dell Technologies Capital. ([runpod.io](https://www.runpod.io/blog/runpod-raises-20mm?utm_source=openai))
Funding rounds
-
Seed
announced 2024-05-01
: 20000000 USD
; investors: Intel Capital, Dell Technologies Capital, Julien Chaumond, Nat Friedman, Adam Lewis
; source: Runpod's $20MM Milestone: Fueling Our Vision, Empowering Our Team
; https://www.runpod.io/blog/runpod-raises-20mm
Company timeline
-
2026-06-09:
Current careers page shows 20 open roles
(hr)
. Runpod's Greenhouse careers page lists 20 current openings across Engineering, Infrastructure, Marketing, People, Product, Sales, and Customer Support.. Team size observed: 51-200 employees employees.
Source: Greenhouse.
https://job-boards.greenhouse.io/runpod
-
2026-06-01:
Marketing team hiring push
(hr)
. Runpod publicly highlighted multiple marketing roles, including senior PLG growth marketing, developer relations, technical content QA, and partnerships leadership.. Team size observed: 51-200 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/danstotts_we-are-hiring-across-the-runpod-marketing-activity-7459697813787086849-fkVx
-
2026-05-22:
Multi-Instance GPUs roll out on Serverless
(product)
. Runpod began rolling out MIG on RTX 6000 Pro cards, allowing Serverless workloads to use isolated 24 GB GPU slices more efficiently. ([runpod.io](https://www.runpod.io/blog/multi-instance-gpu-on-runpod))
Source: Runpod Blog.
https://www.runpod.io/blog/multi-instance-gpu-on-runpod
-
2026-04-30:
Flash reaches GA
(product)
. Runpod promoted Flash to GA as a production-ready way to run serverless GPU and CPU workloads in pure Python without Docker. ([runpod.io](https://www.runpod.io/blog/flash-is-ga?utm_source=openai))
Source: Runpod Blog.
https://www.runpod.io/blog/flash-is-ga
-
2026-04-01:
Technical Program Manager opening announced
(hr)
. A Runpod-linked post said the company was hiring a Technical Program Manager to support engineering operations.. Team size observed: 51-200 employees employees.
Source: LinkedIn.
https://www.linkedin.com/posts/pjain1596_were-hiring-at-runpod-were-looking-for-activity-7438322541196177408-49EQ
-
2026-03-31:
Runpod Assistant launches in the console
(product)
. Runpod shipped a built-in Assistant that lets users manage pods, endpoints, and infrastructure through natural language in the console. ([runpod.io](https://www.runpod.io/blog/introducing-the-runpod-assistant-manage-your-cloud-gpu-resources-with-natural-language/))
Source: Runpod Blog.
https://www.runpod.io/blog/introducing-the-runpod-assistant-manage-your-cloud-gpu-resources-with-natural-language
XFRA (a product from SPAN)
Website: xfra.ai
XFRA is SPAN’s distributed data center platform that converts underutilized behind-the-meter power capacity into AI inference compute using existing infrastructure and SPAN smart electrical panels. ([xfra.ai](https://www.xfra.ai/?utm_source=openai))
Category: Compute.
Funding stage: Series C.
Founded: 2018.
Country: United States.
Employees: 2-10 employees.
Landscape fit: It fits the compute category because it is explicitly a distributed AI data-center/compute layer that packages physical infrastructure and power headroom into scalable inference capacity, i.e., compute capacity delivered through real-world infrastructure. ([xfra.ai](https://www.xfra.ai/?utm_source=openai))
Funding rounds
-
Series C
announced 2026-01-01
: 163000000 USD
; investors: Kyber Knight Capital, Undisclosed Investors
; source: CB Insights
; https://www.cbinsights.com/company/spanio/financials
-
Debt
announced 2025-09-01
: 25000000 USD
; source: CB Insights
; https://www.cbinsights.com/company/spanio/financials
-
Series B2
announced 2023-04-01
: 96500000 USD
; investors: Wellington Management, Congruent Ventures, Capricorn Investment Group, Qualcomm Ventures, Fifth Wall, Munich Re Ventures, A/O PropTech, Amazon's Alexa Fund
; source: SPAN blog
; https://www.span.io/blog/b2-funding
-
Series B
announced 2022-03-01
: 90000000 USD
; investors: Fifth Wall Climate Tech, Wellington Management, Angeleno Group, FootPrint Coalition, Obsidian Investment Partners, A/O PropTech
; source: Business Wire
; https://www.businesswire.com/news/home/20220322005900/en/Home-Electrification-Innovator-SPAN-Raises-%2490-Million-in-Series-B-Funding-Round-to-Accelerate-Next-Generation-of-EV-Charging-and-Electrification-Products
-
Series A
announced 2021-01-01
: 20000000 USD
; investors: Munich Re Ventures, Amazon Alexa Fund
; source: PR Newswire
; https://www.prnewswire.com/news-releases/span-accelerates-with-20m-in-funding-and-amazon-alexa-integration-301214948.html
Company timeline
-
2026-06-01:
SPAN careers page shows open positions across global offices
(hr)
. SPAN’s Mission & Careers page states that the company has open positions across its global offices and invites applicants to apply.. Team size observed: 2-10 employees employees.
Source: SPAN® Mission & Careers.
https://www.span.io/mission-careers
-
2026-04-13:
XFRA launches as a distributed data center platform for AI inference
(gtm)
. SPAN announced XFRA, a distributed data center solution that turns underutilized behind-the-meter power into AI inference compute for hyperscalers, neoscalers, and AI cloud providers, with NVIDIA as an initial launch partner.
Source: SPAN Blog.
https://www.span.io/blog/span-announces-xfra-a-distributed-data-center-solution-to-close-the-speed-to-power-gap-for-ai-compute-demand
-
2026-04-13:
XFRA launches as a distributed data center product
(product)
. SPAN announced XFRA as a distributed data center solution using residential and small commercial infrastructure to deliver AI inference compute, with an initial rollout plan tied to residential new construction and a 100-home proof of concept.
Source: SPAN Blog / Press release.
https://www.span.io/blog/span-announces-xfra-a-distributed-data-center-solution-to-close-the-speed-to-power-gap-for-ai-compute-demand
-
2026-03-10:
Coalition campaign reframes SPAN around grid-utilization policy
(gtm)
. SPAN joined the launch of Utilize, an industry coalition with Carrier, Tesla, Google, and others aimed at lowering electricity costs by increasing use of underutilized grid capacity.
Source: SPAN Blog.
https://www.span.io/blog/span-carrier-tesla-and-others-launch-campaign-to-lower-electricity-costs-by-unlocking-underused-grid-capacity
-
2026-03-09:
Eaton partnership expands distribution for smart residential panels
(gtm)
. SPAN announced a strategic collaboration with Eaton that included a $75 million investment and a plan to increase distribution and co-develop co-branded smart panels.
Source: SPAN Blog.
https://www.span.io/blog/announcing-our-collaboration-with-eaton
-
2026-02-05:
PG&E program begins utility rollout of SPAN Edge
(gtm)
. SPAN announced that PG&E would deploy SPAN Edge through its PanelBoost program, with the utility planning to scale the offering to thousands of customers and launch a dedicated website for the program.
Source: SPAN Blog.
https://www.span.io/blog/pg-e-accelerating-home-electrification-for-customers-via-span-edge
