New startup ideas · AI and software · AI infra and compute
startup idea
Residua
Secondary market where enterprises resell unused committed cloud and GPU spend.
Residua is a self-serve exchange where enterprises list the unused portion of multi-year committed spend contracts with clouds and GPU neoclouds, and other enterprises buy that entitlement at a discount.
- Marketplace
- Enterprise
- $10-100B market
- Creates a new category
- US first
4/5
venture judge
1
similar startups, last 2 years (16 all-time)
99%
of 4 nearest real companies still alive
yes
1 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.
98
Idea Score, 0-100 · raw 59.9 x 1.64
Warm
competition: more crowded than 20% of ideas · headwind x0.90
+0.8
government priorities, secondary (1 matching grants)
Trend
72
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)70
- Rounds announced 2025+ in the sector68
- Sector direction (live batch)100
- 2026 trend analyst50
Demand
68
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)30
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain75
100x potential
58
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge75
- Market size axis67
- Moat axis100
- Neighbours still alive6
- Technologist judge25
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 secondary, enterprises, resell, unused, committed, cloud, self-serve, exchange.
The idea in full
- What
- Residua is a self-serve exchange where enterprises list the unused portion of multi-year committed spend contracts with clouds and GPU neoclouds, and other enterprises buy that entitlement at a discount. The engine verifies remaining commitment from the seller's billing API, scores transferability against the underlying contract terms, handles provider consent, escrow and settlement, then reconciles consumption after the fact. Buyers get cheaper capacity on paper they can put in an audit file; sellers recover money they were going to forfeit.
- Why now
- The radar shows three S26/X26 companies already trading physical capacity (Computable for GPU hours by the week, Touchmark for future inference capacity, Expanse for wasted GPU capacity), which means capacity trading is being normalized, while the cluster's cohort growth from 7 new companies in 2018 to 39 in 2026 signals the buildout of long-dated commitments that will be over-bought.
- Wedge: first customer and entry point
- Start with mid-size US enterprises that signed 2024-2025 GPU neocloud commitments they are visibly under-consuming: one broker-style transfer per week, done manually behind the product, until the consent workflow is templated per provider.
- Path to 100x
- Committed AI and cloud spend is a $10-100B enterprise contracting pool, and a 2-4% take rate on secondary transfers only works if one venue holds both sides: sellers list where the bids are, buyers shop where the inventory is, and price history becomes the reference other deals are struck against. That reference-price role is what creates the category and makes it winner-takes-most, since a second venue with half the flow prices worse on every trade.
- Ceiling
- Providers launch their own resale desks and keep the spread in-house, capping Residua as a broker for the contracts the providers do not care about.
- Closest real companies, as the generator saw them
- Computable and Touchmark trade compute itself (GPU hours, future inference capacity) and need scheduling and delivery; Residua never touches a GPU and trades the contractual entitlement, so its hard problems are consent, verification and settlement. Expanse aggregates idle physical capacity rather than paper.
- Main risk
- Cloud and neocloud providers forbid assignment of commitments outright, leaving nothing legally transferable to list.
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
4/5
Reference-price venue on a $10-100B commitment pool is winner-takes-most and capital-light; provider assignment bans are the single binary risk.
Bootstrapper
4/5
Capital-light broker with manual transfers behind the product and enterprises recovering forfeited GPU commitments is cash-generating from week one.
Operator
4/5
Forfeited 2024-2025 GPU commitments are money a CFO is already losing, though provider consent to assignment gates every trade.
Technologist
2/5
The hard parts are contract assignment consent and escrow law, not engineering, and providers close the door with one clause.
Risk
1/5
Every listing depends on providers permitting assignment of commitments, so a single contract-terms change by AWS or a neocloud erases the inventory.
trends
3/5
The 2024-2025 GPU commitment overhang is a real dated shift, but three cohort companies already trading capacity shows the trade forming without them.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (secondary, enterprises, resell, unused, committed, cloud, self-serve, exchange): 16 all-time, 1 from the last two years. Same matching as Idea Check.
Development and operation of Pickupon, a cloud-based AI-powered telephone system that automatically transcribes conversations on the phone into text.
VoPay is finance technology company offering full suite of enterprise payment and banking solutions.
Zant simplifies and accelerates the deployment of AI models on edge devices, where cloud-based execution is limited by privacy, latency, or connectivity constraints.
Providing digital, flexible & integrated insurance solutions as an MGA or Tech provider
Boardwalktech provides patented digital ledger technology for enterprise information management applications.
KETOS delivers an integrated, cloud-based, unmanned solution for actionable water intelligence.
Lazarus AI develops scalable AI systems for complex data challenges across multiple industries.
Fashion circularity driven by brands
G-fit Co is a fintech company that develops and provides solutions to control foreign exchange risk.
Cross C provides support services for expanding markets and inbound consumption.
RapidFort is the first Software Attack Surface Optimization Platform.
A quantum communications startup using quantum tech to solve communication, information, and security challenges.
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.
1
grants and programs matching the idea
225
startup-relevant grants in AI infra and compute
$271M
awarded in the sector, tracked
8
opportunities open now in the sector
- NSF PCL-Test Bed: A Cloud Lab with AI-Integrated Remote Experimentation (CLAIRE)awardmedium relevance
National Science Foundation · PCL-Programmable Cloud Labs · $20M · posted 2026-07-21
Market signal
What the radar sees in AI infra and compute: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
AI infra and compute · 10 → 33 → 57 → 61 → 52 new companies 2022 → 2026 · 98% aliveYC S26: 18 in this cluster, 8% of the batch (was 4% in X26) (F26 is still forming: 21 listed)Since February, of 117 YC companies here: 3 acquired, 2 shut down, 25 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
- Creates a new category
- Market size
- $10-100B market
- Capital intensity
- Capital-light (software margins)
- Speed to revenue
- Revenue in 1-3 years
- Technical depth
- Real engineering
- Go-to-market
- Self-serve
- Moat
- Network effects
- Geography
- US first
- Regulation
- Some regulation
- Vibe
- Boring business
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
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Fictional company written 2026-08-23 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.