New startup ideas · Consumer and commerce · Commerce and marketplaces
startup idea
Switchyard
Marketplace for long-lead datacenter power gear, graded by ML from electrical test data.
Switchyard is a marketplace where operators, EPCs and refurbishers trade transformers, switchgear, breakers and chillers with multi-year lead times, including surplus and decommissioned units.
- Marketplace
- Enterprise
- $10-100B market
- Platform others build on
- US first
5/5
venture judge
5
similar startups, last 2 years (20 all-time)
96%
of 4 nearest real companies still alive
yes
8 matching federal grants and programs
Direction supported by government programs and grants
Scorecard
One score that balances how trendy the idea is, the demand for it and its potential for 100x, with competition measured relative to every other idea in the catalog. Recent startup trends first, government priorities second.
68
Idea Score, 0-100 · raw 41.7 x 1.64
Active
competition: more crowded than 52% of ideas · headwind x0.74
+3.5
government priorities, secondary (32 matching grants)
Trend
33
Is the wave forming now? 2025-26 entrants vs 2023-24, rounds since 2025, the sector's live-batch direction, the 2026 trend analyst.
- Entrants 2025-26 vs 2023-24 (similar companies)51
- Rounds announced 2025+ in the sector8
- Sector direction (live batch)0
- 2026 trend analyst75
Demand
60
Does anyone want it? YC's current RFS, companies already paid for something similar, the operator judge, founders' yes-rate in decks, readers who would run the test.
- YC asks for it (current RFS: idea / sector)0
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain50
- Founders' yes-rate in decks91
100x potential
68
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge100
- Market size axis67
- Moat axis20
- Neighbours still alive24
- Technologist judge100
Score = 100 x cbrt(Trend x Demand x 100x) x (1 - 0.5 x crowding) + government bonus (max 5), calibrated so the 95th-percentile idea scores 90 (order never changes). A geometric mean: a weak pillar cannot be papered over. Percentiles are among the 272 ideas in the catalog; the terms matched were marketplace, long-lead, datacenter, power, gear, graded, electrical, test.
The idea in full
- What
- Switchyard is a marketplace where operators, EPCs and refurbishers trade transformers, switchgear, breakers and chillers with multi-year lead times, including surplus and decommissioned units. The deep part is the grading engine: models trained on dissolved gas analysis, partial discharge traces, nameplate photos and factory test reports predict remaining life and assign a tradable condition class, which is what makes a used 30 MVA transformer financeable. Independent test labs and refurbishers plug into the grading API and issue certificates on the platform, and deals reach buyers through electrical distributors and EPC procurement teams.
- Why now
- Stoa (yc S26) entered as the market behind AI hardware and Reframe (yc W26) as an AI-native hardware procurement marketplace, both aimed at components and chips; nothing in the 52 companies added in the last two years touches the electrical gear that gates the same buildouts. Jeevy Fabrication (yc X25) shows the same cohort moving into heavy industrial fabrication, and Waybill (yc S26) confirms procurement for hardware teams is a funded lane.
- Wedge: first customer and entry point
- Surplus and decommissioned medium-voltage switchgear from two US utilities, listed to colocation operators through a single regional electrical distributor.
- Path to 100x
- Long-lead electrical equipment for datacenter and grid buildout is a $10-100B annual flow with a secondary market that has no price discovery at all. The 100x case is platform: if the condition class becomes the unit lenders, insurers and EPCs underwrite against, third-party labs and refurbishers build their businesses on Switchyard's grading and the marketplace takes a cut of both the trade and the certification.
- Ceiling
- No moat at the start and a supply shortage that eventually eases: when new gear lead times normalize, the secondary market thins and Switchyard is a cyclical broker.
- Closest real companies, as the generator saw them
- Stoa and Reframe make markets in AI hardware components; Switchyard trades the power equipment that lands months earlier in the same project and cannot be graded without test-data models. Waybill manages procurement and inventory for hardware teams rather than making a market in second-life assets.
- Main risk
- Buyers will not accept a used transformer on a model-issued grade without an OEM warranty, so volume stays in new equipment queues.
Five judges
Each judge scores every idea in the catalog with a named rubric; the venture judge decides whether a card is shown at all (4-5 is venture-grade).
Venture investor
5/5
Capital-light market-making on transformers and switchgear that gate every datacenter buildout, where the ML condition class becomes the unit lenders underwrite.
Bootstrapper
3/5
Capital-light marketplace with EPCs desperate for switchgear, but buyers wanting an OEM warranty over a model-issued grade delays real take rate.
Operator
3/5
Long-lead transformer scarcity is acute and expensive, but underwriting a used 30 MVA unit on a model grade requires lenders and EPCs to move first.
Technologist
5/5
Predicting remaining transformer life from dissolved gas analysis and partial discharge traces is scarce domain ML that gets better with every certified unit.
Risk
3/5
Two sided and unregulated, but a model issued grade on a used 30 MVA transformer carries warranty and insurer acceptance risk with no moat yet.
trends
4/5
The AI-infra cluster doubling to 8% of S26 dates the transformer lead-time squeeze; the card concedes the window closes when supply normalizes.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (marketplace, long-lead, datacenter, power, gear, graded, electrical, test): 20 all-time, 5 from the last two years. Same matching as Idea Check.
The intelligent development platform for robotics
Drone-deployed robots for unmanned live powerline maintenance
Enersion has invented a refrigerant free HVAC/Chiller that uses 70% less electricity.
Generate Custom POCs/Sample Apps in Minutes for your APIs and 10x Sales Cycles. In-house API validation and generation layer. In-house container tech.
We Fracture Rock With Electrical Pulses.
The AI-powered risk decision platform
Emission free hydrogen electric aircraft
AI-powered personalized assessments for educators.
Operator of a SaaS-based platform intended to help music labels and artists track their songs to collect royalties. The company's tracking system authenticates, verifies, and validates media streamed in real-time and reduces the tracking discrepancies between Digital Service Providers (DSPs) and rights holders, enabling DSPs to increase their royalty revenue for rights holders while limiting legal exposure to royalty lawsuits.
Intelline makes the world's most efficient fuel agnostic engines for…
Maze empowers product and marketing teams to test, learn, and act rapidly
Managed marketplace for automotive services.
The generator's reference companies
Real companies the model named as closest when it wrote the card, with their fate. A check mark is a company the radar could verify in its directory.
Public money in this direction
US federal grants, SBIR/STTR awards and open opportunities from the radar's public-money feed, matched to the idea's terms; the sector totals give the context.
8
grants and programs matching the idea
19
startup-relevant grants in Commerce and marketplaces
$19M
awarded in the sector, tracked
8
opportunities open now in the sector
- Implantable Intelligent Engineered System to Enable Virtual Bidirectional Muscle-Prosthesis Mechanical Interaction for Amputeesawardhigh relevance
National Science Foundation · M3X - Mind, Machine, and Motor, Special Initiatives, Dynamics, Control and System D · $809K · posted 2026-08-21
National Science Foundation · SBIR Phase I · $305K · posted 2026-08-18
- I-Corps: Translation Potential of a Supervisory Control and Data Acquisition (SCADA)-Integrated, Digital Twin for Real-Time Resilience Assessment of Power Infrastructureawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- SBIR Phase I: Perovskite Solar Cells on Metal Foil Substrates: Enabling Low-Cost and Flexible Solar Technologyawardhigh relevance
National Science Foundation · SBIR Phase I · $305K · posted 2026-08-13
- SBIR Phase I: Purification of Electrochemical Graphite for Use as a Critical Material for U.S. Power Infrastructureawardhigh relevance
National Science Foundation · SBIR Phase I · $304K · posted 2026-08-11
- SBIR Phase II: An online learning and assessment platform for sophisticated and secure examsawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-05
National Science Foundation · CSCS: Circuits and Systems for · $550K · posted 2026-08-04
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-04
Market signal
What the radar sees in Commerce and marketplaces: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Commerce and marketplaces · 135 → 114 → 129 → 66 → 27 new companies 2022 → 2026 · 89% aliveYC S26: 5 in this cluster, 2% of the batch (was 1% in X26) (F26 is still forming: 21 listed)Since February, of 419 YC companies here: 4 acquired, 6 shut down, 23 rewrote their pitch
Design attributes
The card is one cell of a designed set: every axis below was chosen before the text was written, and the text had to realize it.
- Buyer
- Enterprise
- Business model
- Marketplace
- Path to 100x
- Platform others build on
- Market size
- $10-100B market
- Capital intensity
- Capital-light (software margins)
- Speed to revenue
- Revenue in 1-3 years
- Technical depth
- Deep tech: ML, hardware, bio
- Go-to-market
- Partners and channels
- Moat
- No moat yet
- Geography
- US first
- Regulation
- Unregulated
- Vibe
- Hot space
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
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