Companies · Energy

SquidWinter 2026Active

London · United Kingdom · Energy · founded 2026 · https://squid.energy

Diligence memoA one-page analyst read on Squid — recommendation, valuation, rhythm, risks.
Total raised · real
0
Rounds
Latest step-up
Top 47%
Sector rank · raised
Latest stage · inferred

Squid: limited disclosed financing to assess.

Synthesized from the figures below est. — every claim rests on a number shown on this page.

Where it sits in Energy

Squid is one of 69 Energy companies tracked from London, United Kingdom, on record since 2026. By capital raised it ranks mid-pack (ahead of 54% of sector peers), and mid-pack by modeled valuation est..

Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.

AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%

operates a technology-led product inferred from public copy

Grounded in: “You are a venture analyst

AI agents for power grid planning 🦑

We believe the electricity grid is the most important machine on Earth. If we want electrification to move fast, the teams planning and operating networks need software that is as modern as the challenge. Our thesis is simple. Better decisions come from one unified, trusted network model. When everyone works from the same model, planning becomes consistent, assumptions are visible, and progress stops getting lost in spreadsheets and static reports. Squid is AI powered grid planning in your browser. We have spent years inside National Grid, Octopus Energy, and AWS, building and learning what breaks. Now we are building what we wished existed.

EnergyIndustrialsai/mlenergy
Find Squid online

As reported in public records reported — not modeled.

GB
Jurisdiction
Amount raised vs valuation, by round

Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.

No round amounts on record to chart.

Financing ladder & sequence gaps

No staged rounds to sequence.

Modeled valuation trajectory
Base estimate est.
Conservative case
Upside case
Modeled post-money

Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Financing rhythm
Avg between rounds
Capital velocity
On record since
First round
0
Rounds on file
How it compares to the market

Benchmarked against 69 companies in Energy. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.

Total raised — vs sector median (real $, all stages)
This company
Sector median$6.8M
Modeled value — vs sector median (estimate, all stages)
This company
Sector median$22.4M

Raised more than 54% of sector peers (real $). Modeled value above 54% of peers (estimate).

Full financing history

Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.

StageAmount · realAnnouncedPost-money · estValue · estConf.
No rounds recorded.
Intelligence
Modeled next raise
Modeled next size est.
Last step-up
Capital velocity

Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.

Registry & provenance

Squid is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.

United States
Country of record
GB
Jurisdiction
Similar companies

Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.

CompanySectorStageRaised · realValue · estWhy similar
Apollo Atomics, Inc.Energysame sector
AravoltaEnergysame sector
ArchimedeEnergySeed$1.6M$3.1Msame sector
ArnergyEnergySeries A$9.0M$95.1Msame sector
Atomic AlchemyEnergysame sector
Atomos Nuclear & Space CorpEnergySeries B$19.0M$116.0Msame sector
AurabeatEnergysame sector
BlueLine Grid, Inc.EnergySeries A$10.3M$25.9Msame sector
Semantically similar

Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.

CompanySectorStageValue · estMatch
Condor Energy
Software for enterprise energy procurement.
Energy78%
Paces
Agentic AI for Power Projects and AI Infrastructure
Proptech / Real Estate76%
CircuitHub, Inc.
On-Demand Electronics Manufacturing
RoboticsSeries A$59.3M76%
Atmeto
We develop ML that optimizes how batteries in the grid store energy
Climate / Cleantech75%
Rewbi
Rewbi uses AI to increase grid-connected battery storage revenue 2x
Climate / Cleantech74%
GRID ehf.EnergyPre-Seed$10.1M74%
Coulomb AI
Battery Observability Platform for Electric Vehicles
Climate / Cleantech74%
Gridware
Protecting the grid today, preparing the grid for tomorrow
Climate / Cleantech73%
Frequently asked
What does Squid do and where is it based?
Squid operates in the Energy sector, based in London, United Kingdom. AI agents for power grid planning 🦑
Explore related

See where Squid sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.

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