Companies · Software / Tech

AiResource Technologies, LLC

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

Diligence memoA one-page analyst read on AiResource Technologies, LLC — recommendation, valuation, rhythm, risks.
$3.7M
Total raised · real
7
Rounds
6.5×
Latest step-up
Top 54%
Sector rank · raised
Seed
Latest stage · inferred · Wed Aug 04 2021 00:00:00 GMT+0000 (Coordinated Universal Time)

AiResource Technologies, LLC looks under-valued 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.

Under-valued
  • Modeled value is 0.61× the median modeled value of Seed Software / Tech companies in 2019–2021 (296 peers) — value vs value, same stage and era.
Dormant
  • Last raise 4.9 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

AiResource 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
14.9 yr record
Peak capital year was 2013 with $4.3M across 2 filings.
Market position
ahead of 47% of Software / Tech peers
Capital scale is ahead of 47% of Software / Tech peers; modeled value is above 47% 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
Needs review
Row-level filing totals differ from canonical totals, so amendment/superseded filtering should be checked.
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 2013: $4.3M across 2 filings.
  • Largest single filing was $4.0M on 2013-07-01.
  • Filing rows sum to $7.7M, while canonical raised total is $3.7M; likely amendments/superseded rows are mixed into the detail view.
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.
  • Canonical filtering should be tightened before using row-level totals for diligence.
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

AiResource Technologies, LLC is one of 3920 Software / Tech companies tracked from VISTA. By capital raised it ranks mid-pack (ahead of 47% 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.

As reported in public records reported — not modeled.

US
Jurisdiction
Rule 506(b)
Reg D exemption
1
Investors (latest)
2021-08-04
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$50M$100M$150M$200MPre-Seed · 2011-08-18 Raised $640K (real) Modeled valuation $27M (est)Pre-Seed2011Pre-Seed · 2011-08-18 Raised $690K (real) Modeled valuation $29M (est)Pre-Seed2011Pre-Seed · 2012-01-11 Raised $266K (real) Modeled valuation $11M (est)Pre-Seed2012Pre-Seed · 2012-06-19 Raised $113K (real) Modeled valuation $4.8M (est)Pre-Seed2012Seed · 2013-07-01 Raised $4.0M (real) Modeled valuation $136M (est)Seed2013Seed · 2013-12-30 Raised $307K (real) Modeled valuation $10M (est)Seed2013Seed · 2014-09-09 Raised $230K (real) Modeled valuation $7.8M (est)Seed2014Seed · 2021-08-04 Raised $1.5M (real) Modeled valuation $30M (est)Seed2021+$690K+$266K+$113K+$4.0M+$307K+$230K+$1.5MCumulative $7.7M

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$640K · 2011
Pre-Seed extension$690K · 2011
Pre-Seed extension$266K · 2012
Pre-Seed extension$113K · 2012
Seed$4.0M · 2013
Seed extension$307K · 2013
Seed extension$230K · 2014
Seed extension$1.5M · 2021

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

Modeled valuation trajectory
$30.4M
Base estimate est.
$1.3M
Conservative case
$177.3M
Upside case
$7.5M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Seeda $1.0M–$4.0M round). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.

Pre-Seed · modeled $27.1M · 2011-08-182011Pre-Seed · modeled $29.2M · 2011-08-18Pre-Seed · modeled $11.3M · 2012-01-11Pre-Seed · modeled $4.8M · 2012-06-19Seed · modeled $136.3M · 2013-07-01Seed · modeled $10.5M · 2013-12-30Seed · modeled $7.8M · 2014-09-09Seed · modeled $30.4M · 2021-08-042021
Model inputs · modeled:benchmark-stage-stepup-v1
20%
Dilution assumption
Implied ownership sold in the financing.
39%
Survival probability
18% low · 61% high
1.61×/yr
Annual markup
2.11×/yr upside case
4.9 yr
Elapsed time used
4.9 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
17 mo
Avg between rounds
$376K/yr
Capital velocity
14.9 yr
On record since
2011
First round
8
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) 0.8× of median
This company$3.7M
Sector median$4.6M
Latest round — vs other Seed rounds in sector (real $, this stage) 0.8× of median
This company$1.5M
Sector median$1.9M
Modeled value — vs sector median (estimate, all stages) 0.8× of median
This company$30.4M
Sector median$36.6M

Raised more than 47% of sector peers (real $). Modeled value above 47% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (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 #240 of 296.

This companyCohort peer
$10.0M$100.0M$1.0B$1.0M$10.0MCapital raised (log)OneSky Systems, Inc. · Seed Raised $4.0M · modeled $136.3M (est)Mona Labs Inc. · Seed Raised $3.9M · modeled $132.9M (est)Toro Data Labs, Inc · Seed Raised $3.9M · modeled $132.9M (est)Gatsby Labs, Inc. · Seed Raised $3.9M · modeled $131.1M (est)Parallel Systems, Inc. · Seed Raised $3.8M · modeled $129.5M (est)Aereus Technologies Inc. · Seed Raised $3.7M · modeled $127.7M (est)EPAM Systems, Inc. · Seed Raised $3.6M · modeled $121.4M (est)Sharp Edge Labs, Inc. · Seed Raised $6.5M · modeled $120.9M (est)Timber Technologies, Inc. · Seed Raised $6.3M · modeled $119.3M (est)Global Data Consortium, Inc. · Seed Raised $3.6M · modeled $119.3M (est)Turbo Systems, Inc. · Seed Raised $3.4M · modeled $114.3M (est)Dune Labs Inc. · Seed Raised $3.8M · modeled $113.9M (est)AiResource Technologies, LLC (this company) Raised $3.7M · modeled $30.4M (est)AiResource Technologies, LLC
CompanyStageRaised · realValue · estvs peer med.
OneSky Systems, Inc.Seed$4.0M$136.3M2.74×
Mona Labs Inc.Seed$3.9M$132.9M2.67×
Toro Data Labs, IncSeed$3.9M$132.9M2.67×
Gatsby Labs, Inc.Seed$3.9M$131.1M2.63×
Parallel Systems, Inc.Seed$3.8M$129.5M2.60×
Aereus Technologies Inc.Seed$3.7M$127.7M2.56×
EPAM Systems, Inc.Seed$3.6M$121.4M2.44×
Sharp Edge Labs, Inc.Seed$6.5M$120.9M2.43×
Timber Technologies, Inc.Seed$6.3M$119.3M2.39×
Global Data Consortium, Inc.Seed$3.6M$119.3M2.39×
Turbo Systems, Inc.Seed$3.4M$114.3M2.29×
Dune Labs Inc.Seed$3.8M$113.9M2.29×
AiResource Technologies, LLC this companySeed$3.7M$30.4M0.61×
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$640K2011-08-18$3.6M$27.1M90%
Pre-Seed$690K2011-08-18$3.8M$29.2M85%
Pre-Seed$266K2012-01-11$1.5M$11.3M90%
Pre-Seed$113K2012-06-19$625K$4.8M90%
Seed$4.0M2013-07-01$20.0M$136.3M85%
Seed$307K2013-12-30$1.5M$10.5M90%
Seed$230K2014-09-09$1.1M$7.8M90%
Seed$1.5M2021-08-04$7.5M$30.4M90%
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$640K2011-08-18
    • First recorded raise — entered as Pre-Seed.
    • 1 investor on this round.
  2. Pre-Seed$690K2011-08-18
    • Filed alongside the prior round (same month) — likely a tranche or amendment.
    • Round roughly the size of the prior one.
    • Switched to Rule 06 (was Rule 506(b)).
    • 2 investors on this round.
  3. Pre-Seed$266K2012-01-11
    • Came back fast: 5 mo vs the ~13 mo sector norm.
    • Round 2.6× smaller than the prior — bridge or down round.
    • Switched to Rule 506(b) (was Rule 06).
    • 25 investors on this round.
  4. Pre-Seed$113K2012-06-19
    • Came back fast: 5 mo vs the ~13 mo sector norm.
    • Round 2.4× smaller than the prior — bridge or down round.
    • 16 investors on this round.
  5. Seed$4.0M2013-07-01
    • Raised 12 mo later, in step with the ~13 mo sector norm.
    • Round 35.6× larger than the prior — scaling up.
    • Switched to Rule 06 (was Rule 506(b)).
  6. Seed$307K2013-12-30
    • Came back fast: 6 mo vs the ~13 mo sector norm.
    • Round 13.0× smaller than the prior — bridge or down round.
    • Switched to Rule 506(b) (was Rule 06).
    • 5 investors on this round.
  7. Seed$230K2014-09-09
    • Raised 8 mo later, in step with the ~13 mo sector norm.
    • Round 1.3× smaller than the prior — bridge or down round.
    • 1 investor on this round.
  8. Seed$1.5M2021-08-04
    • Raised again after 83 mo — slower than the ~13 mo sector norm.
    • Round 6.5× larger than the prior — scaling up.
    • 1 investor on this round.
Intelligence
2023 ~Q1
Modeled next raise · ~17mo cadence
$4.5M
Modeled next size est.range $2.9M$7.2M
6.5×
Last step-up
$376K/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
Steve Wilson3 other2011-08
Brian Morrow2 other2011-08
John Schmidt2 other2011-08
John Spencer2 other2011-08
Albert Hendershot2011-08
Allen Marrinson2011-08
Billie King2011-08
Brent Davis2011-08
Christian El-Khoury2011-08
Dan Derby2011-08
Edward Papier2011-08
Gary Cousino2011-08
Gary Midkiff2011-08
Greg Matlock2011-08
Jan Skola2011-08
Lincoln Barnett2011-08
Margaret Sedenquist2011-08
Randy Chapman2011-08
Robert Brownlee2011-08
Robert Rapp2011-08
Rusty Burkett2011-08
Scott Hoerr2011-08
Steve Rutkowski2011-08
Terry Teichmeier2011-08
Registry & provenance

AiResource 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
1566777
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
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Podia Labs, Inc.Software / TechSeed$3.8M$34.1Msame sector · same stage
Lobby Technologies, Inc.Software / TechSeed$3.6M$28.9Msame sector · same stage
Stonehenge Technology Labs, Inc.Software / TechSeed$3.9M$34.4Msame sector · same stage
Pixeland Technologies, Inc.Software / TechSeed$3.6M$27.4Msame 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
Axel Technologies, LLCSoftware / TechSeries A$132.7M84%
SiMa Technologies, Inc.Software / TechSeries C$1.2B84%
Axela Technologies, Inc.Software / TechSeries A$89.7M84%
SourcePoint Technologies, Inc.Software / TechSeries A$133.2M83%
Geneva Technologies, Inc.Software / TechSeries B$220.2M83%
Sidero Labs, Inc.Software / TechSeed$17.9M83%
Main Technologies, IncSoftware / TechSeed$10.5M82%
Sourcelink Software, Inc.Software / TechPre-Seed$2.4M82%
Frequently asked
How much funding has AiResource Technologies, LLC raised?
AiResource Technologies, LLC has raised approximately $3.7M in disclosed capital across 7 recorded financing rounds, aggregated from public filings.
What is AiResource Technologies, LLC's estimated valuation?
Provath's modeled valuation for AiResource Technologies, LLC is approximately $30.4M (modeled range $1.3M–$177.3M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is AiResource Technologies, LLC at?
AiResource Technologies, LLC's latest modeled financing stage is Seed. Its most recent recorded round closed around Wed Aug 04.
What does AiResource Technologies, LLC do and where is it based?
AiResource Technologies, LLC operates in the Software / Tech sector, based in VISTA.
Explore related

See where AiResource 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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