New startup ideas · AI and software · Vertical AI agents
startup idea
Clinos
The certified clinical core that every consumer health agent builds on.
Clinos is a consumer subscription: a personal health agent that holds your records and wearable data and manages chronic-care routines, medication adherence, and post-discharge recovery.
- Software subscription
- Consumer
- $10-100B market
- Platform others build on
- Global from day one
3/5
venture judge
48
similar startups, last 2 years (233 all-time)
97%
of 3 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.
50
Idea Score, 0-100 · raw 30.4 x 1.64
Crowded
competition: more crowded than 98% of ideas · headwind x0.51
+4.8
government priorities, secondary (163 matching grants)
Trend
50
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)67
- Rounds announced 2025+ in the sector8
- Sector direction (live batch)100
- 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
60
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 axis80
- Neighbours still alive63
- Technologist judge50
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 certified, clinical, core, consumer, health, builds, subscription, personal.
The idea in full
- What
- Clinos is a consumer subscription: a personal health agent that holds your records and wearable data and manages chronic-care routines, medication adherence, and post-discharge recovery. Underneath is a clinically validated reasoning core carrying the medical-device certification, on which third-party developers ship specialty modules for cardiac rehab, diabetes, or physio without seeking their own clearance. Distribution runs through insurers and pharmacy chains who bundle the subscription because it demonstrably cuts readmissions.
- Why now
- The NSF is funding an I-Corps award (~$50k) on the translation potential of conversational AI for post-discharge patient follow-up, Prescience, Inc. (yc S26) pitches healthcare for the age of abundant intelligence, and graveyard entry Galen AI (2025) proved a standalone consumer health agent app dies without clinical credibility or a distribution channel.
- Wedge: first customer and entry point
- Post-discharge follow-up for one cardiac condition, validated in a single-hospital study, sold through one European insurer who pays because each avoided readmission is worth thousands.
- Path to 100x
- Consumer digital health is a tens-of-billions market, and the platform mechanism is the multiplier: once the certified core exists, hundreds of specialty developers extend it into conditions Clinos would never build itself, each paying a platform take. The certification plus insurer channel contracts form a gate a newcomer needs years of clinical validation to pass, so the category consolidates onto one core.
- Ceiling
- If insurers negotiate the bundle price down to a wellness-app level, per-user economics never support a $1B outcome despite the reach.
- Closest real companies, as the generator saw them
- Galen AI (dead) was a standalone app with no certification or channel; Prescience, Inc. is provider-side; Cova does caregiving finance, not clinical reasoning. Clinos is the certified substrate others build on, not another app.
- Main risk
- Regulators decide every third-party module is a separate medical device, destroying the platform leverage that justifies the slow certification road.
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
Certified core others build on is real platform leverage, but insurer-negotiated consumer pricing is exactly the per-user cap the card admits.
Bootstrapper
1/5
Medical-device certification plus insurer contracting is a multi-year regulatory path with no revenue underneath it.
Operator
2/5
Insurers pay for avoided readmissions, but device certification plus third-party module developers puts real revenue three years and one regulator decision away.
Technologist
3/5
The clinically validated core is genuine, but platform leverage hinges on regulators treating third-party modules as exempt, a permission rather than an engineering asset.
Risk
3/5
Device certification is strong footing, but one regulator ruling that each third-party module needs its own clearance destroys the entire platform premise.
trends
2/5
A $50k NSF I-Corps award is the only dated hook; the certified-core play was equally available in 2023, with healthcare grants worth one point.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (certified, clinical, core, consumer, health, builds, subscription, personal): 233 all-time, 48 from the last two years. Same matching as Idea Check.
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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.
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
63
startup-relevant grants in Vertical AI agents
$126M
awarded in the sector, tracked
1
opportunities open now in the sector
- I-Corps: Translation Potential of Large Multimodal Language Models as Intelligent Assistantsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- Personalized Diabetes Management through iPSC-Derived β-cells: A Tailored Approach for Improving Treatment Efficacy in Economically Vulnerable Populationsawardhigh relevance
NIH / NIDDK · SBIR phase I · $307K · posted 2026-08-15
- SBIR Phase II: Ai-mediated Neurotechnology for Enhanced Access to Virtual and Physical Realityawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-04
- Unlocking Medical AI: A Scalable, Privacy-Preserving Annotation Platform for Clinical and Physiological Dataawardhigh relevance
NIH / NLM · SBIR phase II · $307K · posted 2026-08-01
- I-Corps: Translation potential of machine learning algorithms for early postpartum depression detectionawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
- III: Building Reliable Retrieval-Augmented Reasoning Agents for Health Applicationsawardhigh relevance
National Science Foundation · Info Integration & Informatics · $706K · posted 2026-07-20
- SBIR Phase II: A Clinical Decision Making tool to improve diagnosis, management and researchawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-07-16
- Interactive and Personalized Exposure Simulation: Empowering Households to Reduce Indoor Air Quality Health Risksawardhigh relevance
NIH / NIEHS · SBIR phase I · $306K · posted 2026-07-13
Market signal
What the radar sees in Vertical AI agents: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Vertical AI agents · 147 → 260 → 362 → 406 → 277 new companies 2022 → 2026 · 95% aliveYC S26: 61 in this cluster, 25% of the batch (was 33% in X26) (F26 is still forming: 21 listed)Since February, of 709 YC companies here: 14 acquired, 8 shut down, 190 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
- Consumer
- Business model
- Software subscription
- Path to 100x
- Platform others build on
- Market size
- $10-100B market
- Capital intensity
- Capital-medium (ops, field teams)
- Speed to revenue
- R&D first, revenue after 3 years
- Technical depth
- Deep tech: ML, hardware, bio
- Go-to-market
- Partners and channels
- Moat
- License or regulatory moat
- 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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Fictional company written 2026-08-26 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.