New startup ideas · Physical world · Climate and energy
startup idea
Kilowire
An API that sells data center operators dispatchable headroom, metered by the megawatt hour.
Kilowire installs battery and controller hardware behind the meter at data centers and exposes one endpoint: how many megawatts a site can draw in the next fifteen minutes, and a call to reserve them.
- Infrastructure and APIs
- Enterprise
- $10-100B market
- Platform others build on
- Global from day one
3/5
venture judge
2
similar startups, last 2 years (9 all-time)
96%
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.
78
Idea Score, 0-100 · raw 47.3 x 1.64
Warm
competition: more crowded than 32% of ideas · headwind x0.84
+2.7
government priorities, secondary (14 matching grants)
Trend
64
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)90
- Rounds announced 2025+ in the sector68
- Sector direction (live batch)50
- 2026 trend analyst50
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)75
- Operator judge: real pain50
100x potential
56
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 alive42
- 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 sells, center, operators, dispatchable, headroom, metered, installs, battery.
The idea in full
- What
- Kilowire installs battery and controller hardware behind the meter at data centers and exposes one endpoint: how many megawatts a site can draw in the next fifteen minutes, and a call to reserve them. Compute schedulers and colocation operators sign up self-serve, meter usage per megawatt hour, and Kilowire holds the interconnection agreements, grid-code certifications and demand-response contracts underneath. The capital sits in the storage assets Kilowire owns at each site; the product enterprises touch is only the API.
- Why now
- The cluster's newest cohort is all about power for compute: NODI Energy (yc X25) on unlocking grid power to data centers, Voxel Energy (yc W26) on energy independent data centers, voltiumAi and DataTherm (techstars TS 2025) on data center energy and waste heat. The 2024 cohort peak of 91 new companies falling to 29 in 2025 and 10 in 2026 says the field-deployment layer is thinning out just as the demand side keeps growing.
- Wedge: first customer and entry point
- One mid-size colocation operator sitting on an interconnect queue: give them 8MW of contracted headroom from batteries Kilowire owns, then expose that headroom to their tenants as an API.
- Path to 100x
- Data center power procurement is a $10-100B annual market and Kilowire takes a metered cut of it rather than a project fee; once schedulers, orchestration stacks and colo billing systems call the same endpoint, being already wired into the deployment path is the distribution moat. Every new site added widens the pool a single API call can draw from, which makes the platform more useful to every existing caller.
- Ceiling
- Hyperscalers build the same behind-the-meter capability in-house, leaving only a few hundred mid-market sites and a project-finance business rather than a platform.
- Closest real companies, as the generator saw them
- NODI Energy and Voxel Energy sell infrastructure projects site by site; Kilowire sells metered capacity through a single API that any scheduler can call across sites. voltiumAi optimizes energy inside a data center without owning dispatchable assets.
- Main risk
- Interconnection and utility approvals move on a five-year clock while the capital stack needs deployment on a two-year clock.
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 API over $10-100B data center power is attractive, but Kilowire owns the batteries and interconnection runs on a five-year clock.
Bootstrapper
1/5
Kilowire owns the batteries at every site and waits on five-year interconnection approvals; that is project finance, not bootstrapping.
Operator
3/5
Colocation operators desperately want contracted headroom, but Kilowire owns the batteries and interconnection runs on a five-year clock.
Technologist
3/5
Owning batteries and grid-code certifications is real, but the fifteen-minute headroom API is thin software over what is really project finance.
Risk
3/5
Kilowire holds its own interconnection agreements and grid-code certifications, yet five-year utility approvals against a two-year capital clock is a hard timing mismatch.
trends
3/5
Same genuine 2025-2026 data center power crunch as the cluster's W26 entrants, but capital-heavy batteries on a five-year interconnection clock blunt the timing advantage.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (sells, center, operators, dispatchable, headroom, metered, installs, battery): 9 all-time, 2 from the last two years. Same matching as Idea Check.
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Point of Sale and Compliance SaaS for Cannabis Dispensaries
Apptronik designs and manufacturers humanoid robots initially focused on logistics and manufacturing.
Enerbank is a development and operation of electric power auction system.
Transforming touchpoints: Miss Moneypenny's Wallet Studio unlocks the potential of digital wallets for seamless customer interaction and streamlined, cost-effective enterprise solutions.
Mujin develops automation solutions for industrial robots to simplify factory and logistics automation and increase worldwide productivity.
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
180
startup-relevant grants in Climate and energy
$155M
awarded in the sector, tracked
19
opportunities open now in the sector
- 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 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
National Science Foundation · I-Corps · $50K · posted 2026-08-10
- SBIR Phase I: Wireless Sidestep Network: Harnessing Sub-terahertz to Enable New Degrees of Freedom in AI Data Center Architecturesawardhigh relevance
National Science Foundation · SBIR Phase I · $305K · posted 2026-08-18
- I-Corps: Translation Potential of an Ultra-Low-Power Microrobotic Sensing Platform for Deployable Distributed Robotic Systemsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- SBIR Phase II: Advanced Manufacturing for Aerogels for Battery Safety Applicationsawardhigh relevance
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-04
- I-Corps: Translation Potential of an Artificial Intelligence (AI)-Driven control platform for localized, intelligent power systemsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
- I-Corps: Translation Potential of a Remote Monitor and Alert System for Early Detection of Battery Failureawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
Market signal
What the radar sees in Climate and energy: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Climate and energy · 92 → 112 → 184 → 97 → 32 new companies 2022 → 2026 · 91% aliveYC S26: 2 in this cluster, 1% of the batch (was 1% in X26) (F26 is still forming: 21 listed)Since February, of 118 YC companies here: 0 acquired, 2 shut down, 4 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
- Infrastructure and APIs
- Path to 100x
- Platform others build on
- Market size
- $10-100B market
- Capital intensity
- Capital-heavy (hardware, bio, infra)
- Speed to revenue
- Revenue in 1-3 years
- Technical depth
- Real engineering
- Go-to-market
- Self-serve
- Moat
- Distribution moat
- Geography
- Global from day one
- 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.