Companies · Computers

iCompute AI LLCNew on the radar

TALLAHASSEE · Computers

Diligence memoA one-page analyst read on iCompute AI LLC — recommendation, valuation, rhythm, risks.
$4.0M
Total raised · real
1
Rounds
Latest step-up
Top 36%
Sector rank · raised
Seed
Latest stage · inferred · Mon Feb 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)

iCompute AI LLC looks fair 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 software/compute 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 1.43× the median modeled value of Seed Computers companies in 2025–2027 (24 peers) — value vs value, same stage and era.
  • Within the normal band (143% of peer median) for its niche.
Active
  • Last raise 4 mo ago; this sector typically re-raises about every 12 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

iCompute AI 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 $4.0M across 1 filings.
Market position
ahead of 65% of Computers peers
Capital scale is ahead of 65% of Computers peers; modeled value is above 23% 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: $4.0M across 1 filings.
  • Largest single filing was $4.0M on 2026-02-23.
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 Computers

iCompute AI LLC is one of 1371 Computers companies tracked from TALLAHASSEE. By capital raised it ranks mid-pack (ahead of 65% of sector peers), and in the long tail by modeled valuation est..

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

ai/ml

As reported in public records reported — not modeled.

US
Jurisdiction
No revenue
Issuer revenue
Rule 506(b)
Reg D exemption
2025
Year incorporated
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$2.5M$5.0M$7.5M$10MSeed · 2026-02-23 Raised $4.0M (real) Modeled valuation $9.6M (est)$4.0M$9.6MSeed2026

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
Seed$4.0M · 2026

Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 50%.

Modeled valuation trajectory
$9.6M
Base estimate est.
$3.6M
Conservative case
$16.3M
Upside case
$20.0M
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 software/compute sector profile. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
20%
Dilution assumption
Implied ownership sold in the financing.
40%
Survival probability
18% low · 62% high
1.65×/yr
Annual markup
2.17×/yr upside case
0.3 yr
Elapsed time used
0.3 yr actual, capped for stale marks
software/compute
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 1371 companies in Computers. 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) 2.1× above median
This company$4.0M
Sector median$1.9M
Latest round — vs other Seed rounds in sector (real $, this stage) 2.3× above median
This company$4.0M
Sector median$1.7M
Modeled value — vs sector median (estimate, all stages) 0.3× of median
This company$9.6M
Sector median$33.0M

Raised more than 65% of sector peers (real $). Modeled value above 23% 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 #4 of 24.

This companyCohort peer
$1.0M$10.0M$100.0M$1.0M$10.0MCapital raised (log)Omni Instrument Inc. · Seed Raised $4.0M · modeled $13.5M (est)Modelence, Inc. · Seed Raised $3.9M · modeled $13.4M (est)Miren, Inc. · Seed Raised $3.0M · modeled $12.2M (est)Hologress Inc · Seed Raised $3.0M · modeled $8.4M (est)Marvix AI, Inc. · Seed Raised $2.8M · modeled $8.4M (est)Loca US, Corp. · Seed Raised $3.3M · modeled $7.7M (est)Red Oak Development, Inc. · Seed Raised $2.6M · modeled $7.6M (est)Comprehend PT Inc. · Seed Raised $2.0M · modeled $7.5M (est)Una Software US Corp. · Seed Raised $2.0M · modeled $7.3M (est)Clinware Solutions, Inc. · Seed Raised $2.0M · modeled $7.1M (est)IndoorGeo, LLC · Seed Raised $2.7M · modeled $6.7M (est)iCompute AI LLC (this company) Raised $4.0M · modeled $9.6M (est)iCompute AI LLC
CompanyStageRaised · realValue · estvs peer med.
Omni Instrument Inc.Seed$4.0M$13.5M2.01×
Modelence, Inc.Seed$3.9M$13.4M2.01×
Miren, Inc.Seed$3.0M$12.2M1.82×
iCompute AI LLC this companySeed$4.0M$9.6M1.43×
Hologress IncSeed$3.0M$8.4M1.26×
Marvix AI, Inc.Seed$2.8M$8.4M1.25×
Loca US, Corp.Seed$3.3M$7.7M1.15×
Red Oak Development, Inc.Seed$2.6M$7.6M1.13×
Comprehend PT Inc.Seed$2.0M$7.5M1.11×
Una Software US Corp.Seed$2.0M$7.3M1.08×
Clinware Solutions, Inc.Seed$2.0M$7.1M1.06×
IndoorGeo, LLCSeed$2.7M$6.7M1.01×
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.
Seed$4.0M2026-02-23$20.0M$9.6M90%
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. Seed$4.0M2026-02-23
    • First recorded raise — entered as Seed.
Intelligence
Modeled next raise
$6.4M
Modeled next size est.range $4.2M$10.2M
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
Gari Lorenzo2026-02
Registry & provenance

iCompute AI 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
2112527
SEC CIK
2025
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
DealerStar Inc.ComputersSeed$4.0M$8.0Msame sector · same stage
Envel, Inc.ComputersSeed$4.0M$4.9Msame sector · same stage
Omni Instrument Inc.ComputersSeed$4.0M$13.5Msame sector · same stage
Basic6, Inc.ComputersSeed$4.1M$8.2Msame sector · same stage
Modelence, Inc.ComputersSeed$3.9M$13.4Msame sector · same stage
Skeema IncComputersSeed$3.8M$6.7Msame sector · same stage
ExoTech LtdComputersSeed$3.8M$2.5Msame sector · same stage
LicenseStream, Inc.ComputersSeed$4.3M$9.1Msame 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
Personam.ai, LLCComputersPre-Seed$518K86%
CredX.AI, Inc.ComputersPre-Seed$1.5M86%
Readout AI, Inc.ComputersSeed$14.9M85%
Workload.ai, Inc.ComputersPre-Seed$10.6M85%
Semantic Ai, Inc.ComputersSeries A$146.2M84%
Quickcode.ai, Inc.ComputersSeed$39.8M84%
Moonbase AI, INCComputersPre-Seed$244K84%
Nexa AI, Inc.ComputersSeries A$50.5M84%
Frequently asked
How much funding has iCompute AI LLC raised?
iCompute AI LLC has raised approximately $4.0M in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is iCompute AI LLC's estimated valuation?
Provath's modeled valuation for iCompute AI LLC is approximately $9.6M (modeled range $3.6M–$16.3M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is iCompute AI LLC at?
iCompute AI LLC's latest modeled financing stage is Seed. Its most recent recorded round closed around Mon Feb 23.
What does iCompute AI LLC do and where is it based?
iCompute AI LLC operates in the Computers sector, based in TALLAHASSEE.
Explore related

See where iCompute AI 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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