Companies · Software / Tech

Linq3 Technologies LLC

ATLANTA · Software / Tech · refined from filed group “Other Technology

Diligence memoA one-page analyst read on Linq3 Technologies LLC — recommendation, valuation, rhythm, risks.
$61.0M
Total raised · real
3
Rounds
3.3×
Latest step-up
Top 9%
Sector rank · raised
Series C
Latest stage · inferred · Thu Nov 30 2017 00:00:00 GMT+0000 (Coordinated Universal Time)

Linq3 Technologies LLC looks fair against its niche peers and is dormant on financing cadence.

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

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

Fair
  • Modeled value is 0.80× the median modeled value of Series C Software / Tech companies in 2016–2018 (22 peers) — value vs value, same stage and era.
  • Within the normal band (80% of peer median) for its niche.
Dormant
  • Last raise 8.6 yr ago; this sector typically re-raises about every 13 months.
  • Silent for over 3× the sector's normal cadence.

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

Issuer-vehicle patternmedium confidence

Linq3 Technologies 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
13.7 yr record
Peak capital year was 2017 with $40.0M across 1 filings.
Market position
ahead of 92% of Software / Tech peers
Capital scale is ahead of 92% of Software / Tech peers; modeled value is above 96% 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 2017: $40.0M across 1 filings.
  • Largest single filing was $40.0M on 2017-11-30.
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.
  • The more important signal is lifecycle: repeated filings ended years ago, so current activity needs outside confirmation.
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 Software / Tech

Linq3 Technologies LLC is one of 3920 Software / Tech companies tracked from ATLANTA. By capital raised it ranks among the largest (ahead of 92% of sector peers), and among the largest by modeled valuation est..

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

As reported in public records reported — not modeled.

US
Jurisdiction
Rule 506(b)
Reg D exemption
35
Investors (latest)
2017-11-30
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$500M$1.0B$1.5B$2.0BSeries A · 2012-11-01 Raised $9.0M (real) Modeled valuation $250M (est)$9.0M$250MSeries A2012Series A · 2013-05-22 Raised $12M (real) Modeled valuation $333M (est)$12M$333MSeries A2013Series C · 2017-11-30 Raised $40M (real) Modeled valuation $1.3B (est)$40M$1.3BSeries C2017+$12M+$40MCumulative $61M

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
Series A$9.0M · 2012
Series A extension$12.0M · 2013
Series C$40.0M · 2017no Series B on file

Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed, Seed, Series B — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 40%.

Modeled valuation trajectory
$1.3B
Base estimate est.
$151.7M
Conservative case
$3.3B
Upside case
$266.9M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Series Ca $40M–$100M round). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.

Series A · modeled $249.7M · 2012-11-012012Series A · modeled $332.9M · 2013-05-22Series C · modeled $1.3B · 2017-11-302017
Model inputs · modeled:benchmark-stage-stepup-v1
15%
Dilution assumption
Implied ownership sold in the financing.
76%
Survival probability
57% low · 88% high
1.35×/yr
Annual markup
1.55×/yr upside case
6.0 yr
Elapsed time used
8.6 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
30 mo
Avg between rounds
$12.0M/yr
Capital velocity
13.7 yr
On record since
2012
First round
3
Rounds on file
How it compares to the market

Benchmarked against 3920 companies in Software / Tech. 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) 13× above median
This company$61.0M
Sector median$4.6M
Latest round — vs other Series C rounds in sector (real $, this stage) 0.8× of median
This company$40.0M
Sector median$51.0M
Modeled value — vs sector median (estimate, all stages) 34× above median
This company$1.3B
Sector median$36.6M

Raised more than 92% of sector peers (real $). Modeled value above 96% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Series C) 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 #16 of 22.

This companyCohort peer
$1.0B$10.0B$10.0M$100.0M$1.0BCapital raised (log)Concierge Technologies Inc · Series C Raised $88.5M · modeled $2.7B (est)Sauce Labs Inc · Series C Raised $71.8M · modeled $2.2B (est)Peloton Technology, Inc. · Series C Raised $82.8M · modeled $2.1B (est)Liquidmetal Technologies Inc · Series C Raised $120.5M · modeled $2.0B (est)Xirgo Technologies Intermediate Holdings, LLC · Series C Raised $60.6M · modeled $1.9B (est)Helios & Matheson Analytics Inc. · Series C Raised $187.8M · modeled $1.9B (est)BitSight Technologies, Inc. · Series C Raised $82.1M · modeled $1.9B (est)Accommodations Plus Technologies Holdings LLC · Series C Raised $59.5M · modeled $1.9B (est)Axonics Modulation Technologies, Inc. · Series C Raised $124.4M · modeled $1.7B (est)Software Is Correct Inc. · Series C Raised $73.4M · modeled $1.6B (est)Kryptoin Etf Systems, Corp · Series C Raised $50.0M · modeled $1.6B (est)Greenhouse Software, Inc. · Series C Raised $94.2M · modeled $1.6B (est)Linq3 Technologies LLC (this company) Raised $61.0M · modeled $1.3B (est)Linq3 Technologies LLC
CompanyStageRaised · realValue · estvs peer med.
Concierge Technologies IncSeries C$88.5M$2.7B1.71×
Sauce Labs IncSeries C$71.8M$2.2B1.41×
Peloton Technology, Inc.Series C$82.8M$2.1B1.31×
Liquidmetal Technologies IncSeries C$120.5M$2.0B1.27×
Xirgo Technologies Intermediate Holdings, LLCSeries C$60.6M$1.9B1.21×
Helios & Matheson Analytics Inc.Series C$187.8M$1.9B1.20×
BitSight Technologies, Inc.Series C$82.1M$1.9B1.20×
Accommodations Plus Technologies Holdings LLCSeries C$59.5M$1.9B1.19×
Axonics Modulation Technologies, Inc.Series C$124.4M$1.7B1.10×
Software Is Correct Inc.Series C$73.4M$1.6B1.04×
Kryptoin Etf Systems, CorpSeries C$50.0M$1.6B1.00×
Greenhouse Software, Inc.Series C$94.2M$1.6B1.00×
Linq3 Technologies LLC this companySeries C$61.0M$1.3B0.80×
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.
Series A$9.0M2012-11-01$40.9M$249.7M85%
Series A$12.0M2013-05-22$54.5M$332.9M85%
Series C$40.0M2017-11-30$266.9M$1.3B90%
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. Series A$9.0M2012-11-01
    • First recorded raise — entered as Series A.
    • 11 investors on this round.
  2. Series A$12.0M2013-05-22
    • Came back fast: 7 mo vs the ~13 mo sector norm.
    • Round 1.3× larger than the prior — scaling up.
    • 11 investors on this round.
  3. Series C$40.0M2017-11-30
    • Raised again after 54 mo — slower than the ~13 mo sector norm.
    • Round 3.3× larger than the prior — scaling up.
    • Switched to Rule 506(b) (was Rule 06).
    • 35 investors on this round.
Intelligence
2020 ~Q2
Modeled next raise · ~30mo cadence
$120.1M
Modeled next size est.range $78.1M$192.2M
3.3×
Last step-up
$12.0M/yr
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
Daniel Cage2012-11
Errol Ronald Halperin2013-05
Gregory Francis Mazzanobile2012-11
Michael Jerome Mandel2012-11
Muneer Ahmed Satter2013-05
THOMAS RONALD SPIEGEL2017-11
Registry & provenance

Linq3 Technologies 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
1464573
SEC CIK
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
Xirgo Technologies Intermediate Holdings, LLCSoftware / TechSeries C$60.6M$1.9Bsame sector · same stage
Portal Space Systems Inc.Software / TechSeries C$61.5M$344.1Msame sector · same stage
Retail Cloud Technologies, LLCSoftware / TechSeries C$62.0M$513.1Msame sector · same stage
Mist Systems, Inc.Software / TechSeries C$60.0M$1.4Bsame sector · same stage
Innovative Data Processing Solutions LLCSoftware / TechSeries C$60.0M$1.2Bsame sector · same stage
Cresco Labs Inc.Software / TechSeries C$62.1M$1.3Bsame sector · same stage
Accommodations Plus Technologies Holdings LLCSoftware / TechSeries C$59.5M$1.9Bsame sector · same stage
Arable Labs, Inc.Software / TechSeries C$63.4M$773.6Msame 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
Linq App IncSoftware / TechSeries B$78.2M92%
Axel Technologies, LLCSoftware / TechSeries A$132.7M78%
D3 Technology, Inc.Software / TechSeries B$44.3M78%
3E Software, Inc.Software / TechPre-Seed$25.4M78%
Lambda Lab Corp.Software / TechPre-Seed$29.7M78%
Phase3.io Inc.Software / TechSeries A$35.1M78%
Cambridge Technologies LLCSoftware / TechSeed$119.3M78%
Cloud Court Inc.Software / TechSeed$87.0M78%
Frequently asked
How much funding has Linq3 Technologies LLC raised?
Linq3 Technologies LLC has raised approximately $61.0M in disclosed capital across 3 recorded financing rounds, aggregated from public filings.
What is Linq3 Technologies LLC's estimated valuation?
Provath's modeled valuation for Linq3 Technologies LLC is approximately $1.3B (modeled range $151.7M–$3.3B). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Linq3 Technologies LLC at?
Linq3 Technologies LLC's latest modeled financing stage is Series C. Its most recent recorded round closed around Thu Nov 30.
What does Linq3 Technologies LLC do and where is it based?
Linq3 Technologies LLC operates in the Software / Tech sector, based in ATLANTA.
Explore related

See where Linq3 Technologies LLC sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.

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