Companies · Robotics

Gaingels General Robotics LLCNew on the radar

BURLINGTON · Robotics · refined from filed group “Other

Diligence memoA one-page analyst read on Gaingels General Robotics LLC — recommendation, valuation, rhythm, risks.
$795K
Total raised · real
1
Rounds
Latest step-up
Top 52%
Sector rank · raised
Pre-Seed
Latest stage · inferred · Thu Feb 05 2026 00:00:00 GMT+0000 (Coordinated Universal Time)

Gaingels General Robotics LLC looks over-valued against its niche peers and is active on financing cadence.

Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the robotics sector profile.

Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.

Over-valued
  • Modeled value is 2.48× the median modeled value of Pre-Seed Robotics companies in 2025–2027 (16 peers) — value vs value, same stage and era.
Active
  • Last raise 5 mo ago; this sector typically re-raises about every 14 months.
  • Raising on or ahead of the sector's normal rhythm.

Procedural diagnosis est. — rule-based common-sense checks over the filing pattern, issuer name, activity cadence, and surfaced operating evidence.

Issuer-vehicle patternmedium confidence

Gaingels General Robotics LLC behaves more like a recurring private-offering issuer than a conventional venture-backed operating company.

Issuer structure
Company-like
No recurring-offering pattern strong enough to override normal financing interpretation.
Lifecycle
0.4 yr record
Peak capital year was 2026 with $795K across 1 filings.
Market position
ahead of 49% of Robotics peers
Capital scale is ahead of 49% of Robotics peers; modeled value is above 43% of peers by modeled value. Large capital with mid-pack modeled value can signal an issuer/program profile rather than operating-company growth.
Valuation reliability
Normal applicability
Stage/dilution valuation models are weakest when the issuer is broad-sector, recurring, or vehicle-like.
Operating evidence
Sparse
No clear CEO/founder/principal role is surfaced, so operating-company confidence is lower.
Data quality
Consistent
Canonical totals and visible filing detail are broadly aligned.
What triggered this
  • Legal name looks like an issuer vehicle rather than a product company.
  • No clearly named CEO/founder/principal role in the public records surfaced here.
  • No verified homepage on the profile yet.
  • Capital program peaked in 2026: $795K across 1 filings.
  • Largest single filing was $795K on 2026-02-05.
How to read the page
  • Read this less like a startup funding journey and more like a capital-raising program.
  • Stage-based valuation and peer labels have lower applicability for this pattern.
Leadership

No named principal in this company's public records yet — see all operators below.

Explore how these operators interlock with other companies in the operator network.

Where it sits in Robotics

Gaingels General Robotics LLC is one of 327 Robotics companies tracked from BURLINGTON. By capital raised it ranks mid-pack (ahead of 49% 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.

robotics

As reported in public records reported — not modeled.

US
Jurisdiction
Rule 506(b)
Reg D exemption
36
Investors (latest)
2026
Year incorporated
2026-02-05
First sale
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.

Amount raised · realModeled valuation · estCumulative funded · real
$0$500K$1.0M$1.5M$2.0MPre-Seed · 2026-02-05 Raised $795K (real) Modeled valuation $1.5M (est)$795K$1.5MPre-Seed2026

The line shows cumulative reported funding over the period; + labels show new capital added between points when there is room. Toggle on-bar figures, plus the niche-peer and market averages, to read this company against its cohort. Benchmarks are modeled medians.

Financing ladder & sequence gaps
Pre-Seed$795K · 2026

Stages are modeled from round size (public records carry no series label). Ladder is contiguous — every modeled rung has a record.

Modeled valuation trajectory
$1.5M
Base estimate est.
$477K
Conservative case
$3.0M
Upside case
$4.4M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seeda round under $1.0M). Valuation is modeled from stage benchmarks scaled by the robotics sector profile. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
27%
Survival probability
11% low · 50% high
1.67×/yr
Annual markup
2.27×/yr upside case
0.4 yr
Elapsed time used
0.4 yr actual, capped for stale marks
robotics
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
Avg between rounds
Capital velocity
0.4 yr
On record since
2026
First round
New
First-time filer
How it compares to the market

Benchmarked against 327 companies in Robotics. 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) 0.1× of median
This company$795K
Sector median$6.3M
Latest round — vs other Pre-Seed rounds in sector (real $, this stage) 2.5× above median
This company$795K
Sector median$318K
Modeled value — vs sector median (estimate, all stages) 0.0× of median
This company$1.5M
Sector median$34.5M

Raised more than 49% of sector peers (real $). Modeled value above 43% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Pre-Seed) that last raised in the same ~3-year era, ranked by modeled value est. (not money raised). This is the exact set the analyst read compares against, so a like-for-like cohort is what makes "over/under-valued" meaningful. This company ranks #4 of 16.

This companyCohort peer
$100K$1.0M$10.0M$100K$1.0MCapital raised (log)Zing Drone Delivery Inc. · Pre-Seed Raised $853K · modeled $2.1M (est)Safe Robotics, Inc. · Pre-Seed Raised $809K · modeled $1.9M (est)Asylon Robotics CMG, LLC · Pre-Seed Raised $670K · modeled $1.7M (est)Gaingels Crabi Robotics LLC · Pre-Seed Raised $388K · modeled $929K (est)Gaingels Performance Drone LLC · Pre-Seed Raised $390K · modeled $759K (est)My Autonomous Transportation Co. · Pre-Seed Raised $300K · modeled $694K (est)Evolved Robotics, Inc. · Pre-Seed Raised $325K · modeled $629K (est)Gaingels Roam Robotics LLC · Pre-Seed Raised $242K · modeled $552K (est)Autonomi LLC · Pre-Seed Raised $175K · modeled $486K (est)GMEX Robotics Corp · Pre-Seed Raised $250K · modeled $439K (est)Robotic Actuators Co · Pre-Seed Raised $146K · modeled $417K (est)Gaingels General Robotics LLC (this company) Raised $795K · modeled $1.5M (est)Gaingels General Robotics LLC
CompanyStageRaised · realValue · estvs peer med.
Zing Drone Delivery Inc.Pre-Seed$853K$2.1M3.63×
Safe Robotics, Inc.Pre-Seed$809K$1.9M3.27×
Asylon Robotics CMG, LLCPre-Seed$670K$1.7M2.91×
Gaingels General Robotics LLC this companyPre-Seed$795K$1.5M2.48×
Gaingels Crabi Robotics LLCPre-Seed$388K$929K1.57×
Gaingels Performance Drone LLCPre-Seed$390K$759K1.28×
My Autonomous Transportation Co.Pre-Seed$300K$694K1.17×
Evolved Robotics, Inc.Pre-Seed$325K$629K1.07×
Gaingels Roam Robotics LLCPre-Seed$242K$552K0.93×
Autonomi LLCPre-Seed$175K$486K0.82×
GMEX Robotics CorpPre-Seed$250K$439K0.74×
Robotic Actuators CoPre-Seed$146K$417K0.71×
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.
Pre-Seed$795K2026-02-05$4.4M$1.5M90%
What happened at each round

Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.

  1. Pre-Seed$795K2026-02-05
    • First recorded raise — entered as Pre-Seed.
    • 36 investors on this round.
Intelligence
Modeled next raise
$1.3M
Modeled next size est.range $826K$2.0M
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.

Key people & operators

Officers, directors and promoters named in this company's public recordsreported — the people who run it (not its investors). "Also runs" counts come from name-matching across all records, so verify before acting.

PersonRoleAlso runsTied since
Cathal O'Dea8 other2026-02
Registry & provenance

Gaingels General Robotics LLC 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
US
Jurisdiction
2107926
SEC CIK
2026
Incorporated
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
Safe Robotics, Inc.RoboticsPre-Seed$809K$1.9Msame sector · same stage
RoBotany Ltd.RoboticsPre-Seed$751K$14.9Msame sector · same stage
Zing Drone Delivery Inc.RoboticsPre-Seed$853K$2.1Msame sector · same stage
Finish Robotics, Inc.RoboticsPre-Seed$889K$6.0Msame sector · same stage
Drone Energy, LLCRoboticsPre-Seed$930K$30.7Msame sector · same stage
Drone Amplified, Inc.RoboticsPre-Seed$940K$19.8Msame sector · same stage
Asylon Robotics CMG, LLCRoboticsPre-Seed$670K$1.7Msame sector · same stage
KinderLab Robotics, Inc.RoboticsPre-Seed$1.0M$33.0Msame sector · same stage
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
Gaingels Path Robotics LLCRoboticsPre-Seed$551K93%
Gaingels Roam Robotics LLCRoboticsPre-Seed$552K91%
Gaingels Fort Robotics LLCRoboticsPre-Seed$409K91%
Gaingels Crabi Robotics LLCRoboticsPre-Seed$929K91%
Gaingels Diligent Robotics 2024 LLCRoboticsPre-Seed$483K91%
Gaingels Performance Drone LLCRoboticsPre-Seed$759K91%
Gaingels Diligent Robots 2022 LLCRoboticsPre-Seed$2.3M91%
Gaingels Cobalt Robotics LLCRoboticsPre-Seed$1.5M90%
Frequently asked
How much funding has Gaingels General Robotics LLC raised?
Gaingels General Robotics LLC has raised approximately $795K in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is Gaingels General Robotics LLC's estimated valuation?
Provath's modeled valuation for Gaingels General Robotics LLC is approximately $1.5M (modeled range $477K–$3.0M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Gaingels General Robotics LLC at?
Gaingels General Robotics LLC's latest modeled financing stage is Pre-Seed. Its most recent recorded round closed around Thu Feb 05.
What does Gaingels General Robotics LLC do and where is it based?
Gaingels General Robotics LLC operates in the Robotics sector, based in BURLINGTON.
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