New startup ideas · Physical world · Robotics and physical world
startup idea
Aerodeed
Flight permission as an API: ground infrastructure that lets small operators fly beyond visual line of sight.
Aerodeed installs county-level ground-based detect-and-avoid nodes (radar plus ADS-B plus acoustic) along agricultural, utility and rural highway corridors, and holds the regulatory approvals that let flights inside that coverage go beyond visual line of sight without an onboard observer.
- Infrastructure and APIs
- Small business
- $10-100B market
- Creates a new category
- US first
3/5
venture judge
11
similar startups, last 2 years (34 all-time)
79%
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.
64
Idea Score, 0-100 · raw 39.1 x 1.64
Crowded
competition: more crowded than 75% of ideas · headwind x0.63
+3.9
government priorities, secondary (45 matching grants)
Trend
49
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)47
- Rounds announced 2025+ in the sector25
- Sector direction (live batch)100
- 2026 trend analyst25
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)30
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain50
100x potential
59
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 alive58
- 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 flight, permission, ground, infrastructure, operators, installs, county-level, ground-based.
The idea in full
- What
- Aerodeed installs county-level ground-based detect-and-avoid nodes (radar plus ADS-B plus acoustic) along agricultural, utility and rural highway corridors, and holds the regulatory approvals that let flights inside that coverage go beyond visual line of sight without an onboard observer. Small operators - crop sprayers, roof surveyors, powerline inspectors, rural delivery firms - call one API before takeoff and get an authorization token, a deconflicted corridor and the logged evidence the regulator requires. Revenue is per flight hour authorized, not per drone sold.
- Why now
- Degla Inc entered YC F26 as an autonomous intelligence layer in the sky, which signals the airspace layer is being contested now rather than the aircraft; meanwhile the federal side is spending on exactly this ground evidence, with DOT FMCSA funding FY2027 Commercial Vehicle Safety Plans (closes 2026-09-30) and FHWA running Advanced Digital Construction Management Systems money for digital site oversight. The cluster added 144 companies in the last two years with 85% of sites still alive, so hardware supply is not the bottleneck; permission is.
- Wedge: first customer and entry point
- Two counties of Midwest row-crop spraying: 30 owner-operator spray businesses that today pay a second person to stand in the field as a visual observer, sold by the founders one operator at a time at a price below that observer's day rate.
- Path to 100x
- Low-altitude commercial flight underpins inspection, spraying, survey and short-haul delivery work in the $10-100B band, and Aerodeed creates a line item that does not exist today: a metered per-flight-hour permission fee. The license and the installed radar footprint are both non-copyable per county, so early corridors compound into a national grid a competitor must rebuild county by county.
- Ceiling
- If approvals stay per-operator rather than per-corridor, Aerodeed sells consulting-shaped compliance work to a few hundred small operators and never meters flight hours.
- Closest real companies, as the generator saw them
- Degla Inc is building autonomy in the aircraft; Aerodeed is deliberately aircraft-agnostic and sells the ground-side right to fly, which is the piece Degla Inc's customers will also need to buy. Moviation (graveyard, 2023) bet on the aircraft fleet replacement path and did not survive.
- Main risk
- The regulator generalizes onboard detect-and-avoid approval so nobody needs ground infrastructure or a licensed intermediary.
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
Metered per-flight-hour permission is a genuinely new line item, but county-by-county radar buildout grows linearly and one FAA ruling erases it.
Bootstrapper
2/5
County radar installs plus BVLOS approvals means years of capex and paperwork before the first metered flight hour, despite a clean observer day-rate wedge.
Operator
3/5
Sprayers pay a visual observer's day rate today, which is real willingness to pay, but per-corridor approval is the regulator's call not the customer's.
Technologist
3/5
County radar plus ADS-B fusion is solid but standard; the real asset is the BVLOS approval, which the regulator can generalize onboard away.
Risk
2/5
The entire revenue line exists only while the regulator requires ground infrastructure; generalized onboard detect-and-avoid deletes the business by rulemaking.
trends
2/5
Cites FMCSA trucking money for a drone permission play - a mismatched grant, and no dated 2025-2026 rule change that newly opens BVLOS.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (flight, permission, ground, infrastructure, operators, installs, county-level, ground-based): 34 all-time, 11 from the last two years. Same matching as Idea Check.
Cancer screening without barriers
AI operating system for mega-scale satellite networks.
Self-Recharging Drones Autonomously Inspecting Power Grids, Enabling Proactive Maintenance at Scale
Allows airlines, airports and ground handling teams to address turnaround services performance bottlenecks and achieve significant operational improvements.
Java-native multi-agentic AI operating system for enterprise
Starcloud (fka Lumen Orbit) is building a network of megawatt-scale data centers in space, scalable to gigawatt capacity.
Agentic Supply Chain Automations
Gazzebo is an AI-powered procurement marketplace modernizing how corporate travel buyers discover, evaluate, and engage managed travel suppliers.
Autonomous Drones for Earth Observation
The Agentic Layer for Enterprise AI
Agents that learn your company and work 24/7
KwikKart is a Smart Hardware-enabled AI platform for grocery retail - turning shopping carts into infrastructure for real-time store intelligence, digital media, and data analytics for the entire grocery ecosystem.
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
284
startup-relevant grants in Robotics and physical world
$260M
awarded in the sector, tracked
3
opportunities open now in the sector
- SBIR Phase II: Stable Manipulation via Hovering Drone for Electric Utility Maintenance and Component Installationsawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-04
- I-Corps: Translation Potential of a Longitudinal Diagnostic Method for Residential Branch Circuits Serving Sustained High Impact Electrical Loadsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-19
- I-Corps: Translation Potential of an Artificial Intelligence (AI)-Enabled Autonomous Subsea Connection Systemawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- 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
- I-Corps: Translation Potential of Intelligent Aerial Logistics for Time-Critical Organ Transportationawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- I-Corps: Translation potential of a compact power generation system based on rotating detonation combustion integrated with a turbine generatorawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-10
- I-Corps: Translation Potential of a Multi-Modal Sensor Fusion Platform that Provides Precision Drone Swarm Trackingawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-04
- I-Corps: Translation Potential of a Scalable Sensor Fusion for Critical Infrastructure Drone Defenseawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
Market signal
What the radar sees in Robotics and physical world: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Robotics and physical world · 77 → 60 → 202 → 133 → 120 new companies 2022 → 2026 · 91% aliveYC S26: 32 in this cluster, 13% of the batch (was 6% in X26) (F26 is still forming: 21 listed)Since February, of 253 YC companies here: 2 acquired, 3 shut down, 33 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
- Small business
- Business model
- Infrastructure and APIs
- Path to 100x
- Creates a new category
- Market size
- $10-100B market
- Capital intensity
- Capital-medium (ops, field teams)
- Speed to revenue
- R&D first, revenue after 3 years
- Technical depth
- Real engineering
- Go-to-market
- Founder-led sales
- Moat
- License or regulatory moat
- Geography
- US first
- Regulation
- Heavily regulated
- Vibe
- Boring business
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
More ideas like this
Physical world · Robotics and physical world
Sortie
Airspace clearance and audit-grade flight records as one API for drone operators.
Sortie is an API that small drone operators and the software vendors serving them call to get a flight authorized, logged and provable: airspace and waiver checks, operator and aircraft credential validation, geofence rules per jurisdiction, and a tamper-evident flight record that insurers and regulators accept.
Physical world · Robotics and physical world
Dexchange
The certified marketplace where enterprises buy validated robot skills from independent developers.
Dexchange is a marketplace where enterprises running mixed robot fleets buy task policies - machine tending, weld inspection, palletizing - built by independent skill developers.
Physical world · Robotics and physical world
Tactura
Tactile skin modules that give any industrial robot a sense of touch.
Tactura makes force-sensing skin panels and fingertip modules that bolt onto existing industrial arms and grippers, sold as catalog components with a dev kit ordered online and volume pricing after.
Physical world · Robotics and physical world
Partprint
A shared physics fingerprint for every machined part, so factories stop destroying samples to trust them.
Partprint retrofits cheap acoustic, thermal and spindle-current sensors onto CNC machines, presses and furnaces, and turns each part's production signature into a predicted mechanical property card.
Physical world · Robotics and physical world
Crewbay
The marketplace where small businesses hire certified robot crews by the job.
Crewbay is a global marketplace where small businesses - warehouses, farms, cleaning contractors, facility owners - book robot work crews from local operators the way they book equipment rental today.
Physical world · Robotics and physical world
Skillnest
A subscription skill layer that teaches any home robot your house, learned from every other house.
Skillnest is a consumer subscription that rides on top of home robots sold by other manufacturers: the household demonstrates a chore once by phone or by guiding the arm, and Skillnest turns that demonstration into a policy that runs on their machine and, once anonymised and verified, on everyone else's.
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.