AI Picks & Shovels Watch

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QumulusAI announced two three-year take-or-pay agreements totaling $240.9 million across more than 2,000 B300 GPUs. Both are repeat customers. The $211.9 million cluster targets early 2027 turnover; the $29.1 million cluster targets December 2026.

Open: The newly announced clusters have not been shown as delivered or revenue producing. Extension options are outside contracted value; no prepayments were disclosed for these two awards. The earlier completed $18 million Philadelphia deployment is separate.

Supplier classes to map: B300 server integrators and GPU procurement · High-density power and cooling · Network optics and switching · Storage and CPU orchestration · Commissioning and operations

Axe Compute reported more than $266 million of new agreements since August 17 and more than $184 million of customer prepayments received from both new and existing agreements. Total contracts signed in seven months exceed $3.45 billion.

Open: The release does not allocate the $184 million of receipts to the newly signed $266 million. It does not establish completion, utilization or recognized revenue for these new awards.

Supplier classes to map: GB300 system integrators and rack power · CPU orchestration and control-plane vendors · Storage systems · High-speed networking and optics · Financing and commissioning partners

Samsung Electronics and five other Samsung affiliates announced a combined $1 billion investment in KKR-established Helix; Samsung Electronics' portion is $500 million. Helix describes a mandate spanning data centers, power generation and distribution, and fiber.

Open: The announcement does not establish completed deployments, energized capacity, individual supplier awards or investment return.

Supplier classes to map: Power developers and interconnection specialists · Powered-land and data-center developers · Fiber route and network operators · Electrical EPC and commissioning firms

Infineon says it will supply SiC power devices for Eaton's MVSST 2.0 platform designed for APAC deployment and emerging 800 VDC data-center architectures. The companies are exploring future 2.3 kV and 3.3 kV module platforms.

Open: The release does not disclose volume shipments, customer deployments, commercial revenue or measured facility efficiency. Future module platforms remain exploratory.

Supplier classes to map: SiC power modules and packaging · Gate drivers and control electronics · High-frequency magnetics · DC protection and breakers · Busway and connectors · Thermal components

The company announced two four-year take-or-pay GPU supply orders with a stated aggregate contract value of about $1.17 billion and $133 million in customer prepayments.

Open: Delivery, acceptance, utilization and revenue recognition remain to be verified; contract value is not recognized revenue.

Trane announced the configurable CDU 2.X platform. Pre-orders are open and shipments are planned to begin in Q2 2027.

Open: Field installations, measured performance and delivery timing remain unverified.

Spectrum says its network includes more than 1,000 edge data centers and announced AI ecosystem partnerships.

Open: AI capacity activated at each site, committed customers, power readiness and revenue are not established by the footprint count.

Supplier classes to map: Compact liquid cooling · Micro-UPS and rack power · Edge orchestration · Remote facility management · Regional fiber interconnect

TECO announced a Penang busway plant designed for annual capacity of 400,000 meters.

Open: Actual output, utilization, delivery lead times and data-center allocation have not been established.

SEMIFIVE announced an approximately $52 million spec hand-off development contract for a U.S. fabless customer’s data-center inference ASIC using planned LPDDR6, PCIe Gen5 and a large-die architecture.

Open: The customer is undisclosed. H1 2027 tape-out and 2028 mass production are targets, not completed milestones. The exact die area, process node, foundry reservation, IP licenses and NRE revenue recognized on this award are not disclosed.

Supplier classes to map: Design services / spec hand-off · Interconnect and interface IP · Substrates and packaging · Verification and test

Legrand said data centers were 32% of H1 2026 sales. Its 2025 data-center mix spans critical power, physical compute infrastructure, monitoring and control, cooling, and lifecycle services.

Open: More than €3 billion in 2026 data-center sales and 6–8% annual organic growth for 2027–2030 are company ambitions, not realized results. Supplier relationships below Legrand are research targets, not verified contracts.

Supplier classes to map: Busway and power distribution components · Enclosures and rack infrastructure · PDU components and connectors · Sensors and monitoring controls · Cooling controls and prefabricated modules · Testing and commissioning providers

Schneider announced a live Equinix pilot of software-defined medium-voltage switchgear.

Open: Vendor speed comparisons require field validation; broader availability is planned for 2028.

Bell and Cisco announced an MOU to combine Canadian data-center space, power, cooling, connectivity and operations with Cisco AI infrastructure, security, observability and modular AI POD designs. Bell separately described a nonbinding path toward up to 1.2 GW in Saskatchewan.

Open: The MOU is not a customer order or a completed deployment. The Saskatchewan capacity path is nonbinding and is not installed capacity. Domestic hardware origin, certifications and customer contracts require separate evidence.

Supplier classes to map: Canadian rack integration · Domestic hardware manufacturing · Network and optical equipment · High-density cooling · Power and security controls · Observability software

TerraFlow and DG Matrix announced an agreement for an initial deployment combining TerraFlow LDUPS vanadium-redox-flow storage, DG Matrix Interport solid-state transformer technology and Dell PowerEdge servers in an HPC cluster. DG Matrix separately announced a 400 kW Interport module using STMicroelectronics SiC devices.

Open: The first-U.S. characterization is the companies’ claim. The agreement does not yet show commissioned operation, measured grid-load buffering, uptime, customer revenue or repeat orders. The 400 kW module announcement is separate from proof of the integrated deployment.

Supplier classes to map: SiC power devices and packaging · Vanadium electrolyte and flow-battery components · Solid-state transformer modules · Power controls and harmonic filtering · Grid commissioning and monitoring

Six Samsung affiliates announced a combined $1B investment. Track actual control of power, sites, fiber, compute and delivery; record each project stage separately.

Two 250 MW designs claim up to 22 MW or 8 MW reallocated to compute. Keep modeled outcomes distinct from measured operations.

The Financial Times reports talks around insuring GPU-backed lending. Terms, counterparties and a completed product remain unconfirmed.

The company announced a roughly $52M U.S. inference-ASIC development contract. H1 2027 tape-out and 2028 production remain plans.

Data centers were 32% of H1 2026 sales. More than €3B in 2026 sales and 60% of free cash flow for acquisitions are company expectations and targets.

Software-defined MV switchgear has a live Equinix pilot. The 3× and 2× speed comparisons are vendor claims; broader availability is planned for 2028.