New startup ideas · B2B, security and compliance · B2B SaaS
startup idea
Skillfair
The marketplace where integrators sell working enterprise AI agents.
Skillfair is a global marketplace where systems integrators and boutique AI shops package the agents they have already built for one client - claims triage, contract review, invoice matching - into installable, no-code-configurable listings other enterprises can buy.
- Marketplace
- Enterprise
- $10-100B market
- Platform others build on
- Global from day one
3/5
venture judge
28
similar startups, last 2 years (172 all-time)
95%
of 2 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.
42
Idea Score, 0-100 · raw 25.3 x 1.64
Crowded
competition: more crowded than 93% of ideas · headwind x0.54
+3.4
government priorities, secondary (28 matching grants)
Trend
41
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)48
- Rounds announced 2025+ in the sector93
- Sector direction (live batch)0
- 2026 trend analyst25
Demand
42
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 pain25
100x potential
39
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge50
- Market size axis67
- Moat axis20
- Neighbours still alive49
- Technologist judge0
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, integrators, sell, working, enterprise, global, boutique, shops.
The idea in full
- What
- Skillfair is a global marketplace where systems integrators and boutique AI shops package the agents they have already built for one client - claims triage, contract review, invoice matching - into installable, no-code-configurable listings other enterprises can buy. Skillfair provides the listing standard, sandboxed trials, benchmark scores, and compliance documentation for each agent, and takes a share of every subscription. Integrators are both the supply and the sales channel.
- Why now
- Thrive Holdings raised $2B backed by OpenAI on 2026-08-12 to bring AI to the enterprise, and Vallum (PnP 2026) exists solely to measure enterprise AI ROI - budgets are committed, but every deployment is still a bespoke project, which is exactly the condition a marketplace collapses.
- Wedge: first customer and entry point
- Five mid-tier integrators with deployed, referenceable agents in insurance back-office work; a 1-3 person team builds the listing spec, the trial sandbox, and the revenue-share plumbing - integrations work, not deep tech - and lets partners bring the buyers.
- Path to 100x
- Enterprise AI application spend is a $10-100B pool shifting from custom projects to bought software, and marketplaces that set the packaging standard take a durable cut of everything that flows through - the platform mechanism, where thousands of integrators build businesses on Skillfair's rails. Liquidity is winner-takes-most: the venue with the most benchmarked agents attracts the buyers, which attracts the builders, and cross-side effects plus accumulated benchmark data turn today's absent moat into the compounding one.
- Ceiling
- If enterprises keep buying agents only through their incumbent vendor relationships, take rates compress and Skillfair caps out as a directory with services revenue.
- Closest real companies, as the generator saw them
- Thrive Holdings buys and operates companies to inject AI; Vallum governs and measures usage; Litmus evaluates. None of them is the neutral venue where third parties publish and transact agents, which is the platform position.
- Main risk
- Hyperscaler and model-vendor marketplaces could become the default shelf before Skillfair reaches liquidity, leaving it a catalog nobody browses.
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
3/5
Marketplace liquidity could be winner-takes-most, but integrator-supplied bespoke agents and hyperscaler shelves make this a directory with services revenue more often than a platform.
Bootstrapper
2/5
Marketplace liquidity in a hot space where hyperscaler shelves and incumbent vendor relationships compress take rates before the first meaningful cut arrives.
Operator
2/5
The card's own ceiling is the reality - enterprises buy agents through incumbent vendors, so integrators must abandon their bespoke project margin first.
Technologist
1/5
Listing spec and revenue-share plumbing is integration work, and hyperscaler agent marketplaces absorb this shelf before liquidity forms.
Risk
2/5
Five mid-tier integrators are simultaneously supply and sales channel, and hyperscaler agent marketplaces are the default shelf Skillfair must beat to liquidity.
trends
2/5
Thrive's $2B says budgets exist, but agent infrastructure is already 16% of YC S26 - riding a crowded wave with no fresh trigger.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (marketplace, integrators, sell, working, enterprise, global, boutique, shops): 172 all-time, 28 from the last two years. Same matching as Idea Check.
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Realizse's mission is to accelerate the world's transition to sustainable products. Realizse is a Web3 platform for the circular economy. Realizse creates verifiable assets with digital twins supporting circularity, sustainability, and traceability for supply chain interoperability.
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The world’s fastest-growing online jewelry marketplace.
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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.
- Thrive Holdings
- Vallum ✓ 2026
- Litmus ✓
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
15
startup-relevant grants in B2B SaaS
$3M
awarded in the sector, tracked
5
opportunities open now in the sector
- I-Corps: Translation Potential of Cross-Platform Wearable Interface for Spatial and Ambient Computingawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- STTR Phase I: Fast non-destructive inspection of confined-space industrial assets with a novel vine robotawardhigh relevance
National Science Foundation · STTR Phase I · $305K · posted 2026-08-11
- SBIR Phase II: Solving the 4,023-Year-Old Logistics Control Problem Using Modern IoT Standards and a Novel Combination of Passive RFID, UWB, and Cellular Technologyawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-07-24
- Transforming prostate cancer diagnosis: Feasibility testing of a novel system for integrated endorectal MRI and in-bore biopsyawardhigh relevance
NIH / NCI · STTR phase I · $400K · posted 2025-09-02
- Development of therapeutic candidates for stimulant use disorder using AI-driven platform for focused drug discovery and accelerated developmentawardhigh relevance
NIH / NIDA · STTR phase II · $812K · posted 2025-07-15
- Development of therapeutic candidates for stimulant use disorder using AI-driven platform for focused drug discovery and accelerated developmentawardhigh relevance
NIH / NIDA · STTR phase II · $513K · posted 2025-07-15
National Science Foundation · NSF Engines - Type 2 · $15M · posted 2026-08-20
- Collaborative Research: Generative AI for Autonomous Composition of Resilient and Explainable Service-Oriented Supply Chainsawardmedium relevance
National Science Foundation · MSI-Manufacturing Systms Integ · $250K · posted 2026-07-29
Market signal
What the radar sees in B2B SaaS: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
B2B SaaS · 181 → 198 → 204 → 116 → 75 new companies 2022 → 2026 · 92% aliveYC S26: 9 in this cluster, 4% of the batch (was 4% in X26) (F26 is still forming: 21 listed)Since February, of 756 YC companies here: 10 acquired, 9 shut down, 72 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
- Integrations, no-code
- Go-to-market
- Partners and channels
- Moat
- No moat yet
- Geography
- Global from day one
- Regulation
- Some regulation
- Vibe
- Hot space
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
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