New startup ideas · AI and software · Vertical AI agents
startup idea
Nodewright
Automated grid interconnection review for utilities and state regulators, built on learned power-flow models.
Nodewright is subscription software for municipal utilities, co-ops and state public utility commissions that runs the interconnection studies now done by hand: it ingests the applicant's design, builds a validated model of the local feeder, and produces the impact study, curtailment conditions and hosting-capacity findings as a signed, auditable work product.
- Software subscription
- Government and public sector
- $1-10B market
- Creates a new category
- US first
3/5
venture judge
23
similar startups, last 2 years (67 all-time)
98%
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.
59
Idea Score, 0-100 · raw 36.0 x 1.64
Crowded
competition: more crowded than 90% of ideas · headwind x0.55
+4.9
government priorities, secondary (270 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)65
- Rounds announced 2025+ in the sector8
- Sector direction (live batch)100
- 2026 trend analyst25
Demand
58
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 pain75
100x potential
62
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 axis33
- Moat axis100
- Neighbours still alive37
- 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 automated, grid, interconnection, review, utilities, state, regulators, built.
The idea in full
- What
- Nodewright is subscription software for municipal utilities, co-ops and state public utility commissions that runs the interconnection studies now done by hand: it ingests the applicant's design, builds a validated model of the local feeder, and produces the impact study, curtailment conditions and hosting-capacity findings as a signed, auditable work product. The engine is a learned surrogate for power-flow and short-circuit analysis, so a queue position that takes 18 to 30 months of engineering time is cleared in days. A field engineering team goes on site during onboarding to reconcile GIS, SCADA and as-built records into a usable model, which is why this is capital-medium rather than pure software.
- Why now
- The S26 batch funded Edviro ("AI That Operates Energy Infrastructure") and Marengo ("Automating engineering design, starting with data centers"), showing investors will now back agents that touch physical grid work, and the cluster's cohort curve (167 new companies in 2023, 213 in 2024, 240 in 2025) shows the talent has moved from generic copilots to regulated verticals.
- Wedge: first customer and entry point
- One mid-size municipal utility with a backlogged residential and commercial solar queue: model three feeders, clear the backlog for a fixed fee, and use that signed study record as the reference for the state commission and neighbouring co-ops.
- Path to 100x
- US interconnection and permitting review software is a $1-10B market, and the winner takes most because every study performed adds a validated feeder model to a shared national grid graph that no competitor can reconstruct, so developers file once and pull their next utility in. When applicants demand Nodewright-format studies and commissions accept them as the compliance artifact, a new category of automated regulatory review exists and the incumbent study consultancies become suppliers of labor to it.
- Ceiling
- Utilities buy in slow, three-to-five-year procurement cycles and there are only a few thousand of them in the US, which can cap this as a $150-300M revenue business rather than a category owner.
- Closest real companies, as the generator saw them
- Edviro operates energy infrastructure assets for owners; Nodewright sells to the utility and the regulator and produces the legally required study document rather than running operations. Marengo automates engineering design for data center developers, which is the applicant side of the same queue.
- Main risk
- A utility engineer's signature carries legal liability, and if no licensed engineer will stamp a model-generated study the product cannot be the system of record.
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
The shared feeder graph compounds, but only a few thousand US utilities on three-to-five-year procurement caps this near $150-300M.
Bootstrapper
3/5
Fixed-fee feeder studies for one municipal utility pays early, but three-to-five-year utility procurement and field engineering teams strain a small team.
Operator
4/5
An 18 to 30 month interconnection queue is a budgeted engineering cost utilities already pay consultants to clear, and the output is the required study.
Technologist
5/5
A learned power-flow surrogate plus every study adding a validated feeder to a national grid graph is a moat that compounds with usage.
Risk
3/5
Regulator acceptance would be durable footing, but a licensed engineer must stamp each study and only a few thousand slow-procuring utilities exist.
trends
2/5
An 18-30 month interconnection backlog was just as painful in 2023; two S26 energy companies existing is not a dated shift that enables this.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (automated, grid, interconnection, review, utilities, state, regulators, built): 67 all-time, 23 from the last two years. Same matching as Idea Check.
Analog is an AI-enabled contract review and digital escrow platform purpose-built to automate complex, compliance-sensitive money movement.
Hosting platform for software you don't want to have hacked
MidLyr AI is a risk-aware execution platform for financial services workflows.
AI Agents for Employee Benefits: the $1.9T market.
AI CAD Software for Civil Engineering
Healthcare Compliance Made Simple
Tangara is a data analytics platform allowing users to analyze site locations and predict energy demand, transforming the landscape of electric truck charging
Fast-turn, American made PCBs
The runtime data layer for agents to monitor and debug apps
A primary care clinic where AI earns clinical autonomy
The world's frontier hacker for AI agents.
AI-native CRO for clinical trial operations
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 a metal-free, membrane-free long duration energy storage technologyawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-10
- I-Corps: Translation potential of a cloud-based software platform for tracking funding compliance across organizational ecosystemsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
- I-Corps: Translation potential of a conversational Artificial Intelligence (AI) system for post-discharge patient follow-upawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-21
- I-Corps: Translation Potential of Privacy-Preserving Internet of Things (IoT) for Clinical and Home Health Monitoringawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-20
- I-Corps: Translation Potential of Technology Enabling Confidential Quantum Computingawardhigh relevance
National Science Foundation · TIP-CHIPS KTA-3 Quantum · $50K · posted 2026-08-20
- I-Corps: Translation potential of Automated Artificial Intelligence (AI) Reliability Evaluation Platformawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-19
- I-Corps: Translation Potential of a marine-adapted radio frequency identification (RFID) and analytics platform for digital inventory management in shellfish aquacultureawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-19
- I-Corps: Translation Potential of Quantum-Artificial Intelligence (AI) in Energy and Infrastructure Security and Resilienceawardhigh relevance
National Science Foundation · TIP-CHIPS KTA-3 Quantum · $50K · posted 2026-08-17
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
- Government and public sector
- Business model
- Software subscription
- Path to 100x
- Creates a new category
- Market size
- $1-10B market
- Capital intensity
- Capital-medium (ops, field teams)
- Speed to revenue
- Revenue in 1-3 years
- Technical depth
- Deep tech: ML, hardware, bio
- Go-to-market
- Founder-led sales
- Moat
- Network effects
- Geography
- US first
- Regulation
- Heavily regulated
- 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 2026-08-23 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.