Companies · AI / ML
RALEIGH · AI / ML · refined from filed group “Other Technology”
Diligence memoA one-page analyst read on Ariso Intelligence, Inc. — recommendation, valuation, rhythm, risks.→Ariso Intelligence, Inc. looks fair against its niche peers and is quiet on financing cadence.
Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the ai/ml sector profile.
Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.
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.
Ariso Intelligence, Inc. is one of 2067 AI / ML companies tracked from RALEIGH. By capital raised it ranks in the upper tier (ahead of 74% of sector peers), and in the upper tier 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.
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.
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.
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%.
Round size and date are reported; the stage label is inferred from round size (latest is Seed — a $1.0M–$4.0M round). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 2067 companies in AI / ML. 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.
Raised more than 74% of sector peers (real $). Modeled value above 72% of peers (estimate).
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 #34 of 69.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Cerebrium | Seed | $8.5M | $27.7M | 4.60× |
| Uniti AI, Inc. | Seed | $3.8M | $14.9M | 2.48× |
| Kollegio AI Inc. | Seed | $3.5M | $13.2M | 2.20× |
| JPB-ML Investors, LLC | Seed | $3.6M | $11.9M | 1.98× |
| Pavo AI Inc. | Seed | $3.0M | $11.8M | 1.96× |
| Ingest AI Corp | Seed | $6.3M | $11.6M | 1.93× |
| Hatz AI, Inc. | Seed | $5.3M | $11.4M | 1.89× |
| Frame Data AI, Inc. | Seed | $4.0M | $11.2M | 1.87× |
| Healthcare AI Automation, Inc. | Seed | $3.0M | $11.2M | 1.87× |
| Coreworks AI, Inc. | Seed | $4.0M | $11.1M | 1.85× |
| RIPA AI, Inc. | Seed | $3.5M | $11.1M | 1.84× |
| Refiant AI | Seed | $5.0M | $11.0M | 1.82× |
| Ariso Intelligence, Inc. this company | Seed | $1.6M | $6.0M | 1.00× |
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.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| Seed | $1.6M | 2025-04-02 | $8.1M | $6.0M | 90% |
Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.
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.
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.
| Person | Role | Also runs | Tied since |
|---|---|---|---|
| Erkang Zheng | — | — | 2025-04 |
Ariso Intelligence, Inc. is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.
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.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| Balance Artificial Intelligence Inc. | AI / ML | Seed | $1.6M | $4.0M | same sector · same stage |
| Employ Intelligence, Inc. | AI / ML | Seed | $1.5M | $7.3M | same sector · same stage |
| Slingshot Artificial Intelligence LLC | AI / ML | Seed | $1.5M | $5.8M | same sector · same stage |
| Sandy AI, Inc. | AI / ML | Seed | $1.7M | $458K | same sector · same stage |
| Serpier | AI / ML | Seed | $1.5M | $3.0M | same sector · same stage |
| InfraStack AI, Inc. | AI / ML | Seed | $1.5M | $8.1M | same sector · same stage |
| Jet.AI Inc. | AI / ML | Seed | $1.5M | $9.5M | same sector · same stage |
| Velents | AI / ML | Seed | $1.5M | $4.2M | same sector · same stage |
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.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| Jupiter Intelligence, Inc. | AI / ML | Series C | $1.5B | 89% |
| Stabilitas Intelligence Communications, Inc. | AI / ML | Seed | $60.0M | 89% |
| Emerald Intelligence, Inc. | AI / ML | Seed | $8.0M | 89% |
| Rasgo Intelligence Inc. | AI / ML | Series B | $584.4M | 89% |
| Industrial Intelligence,Inc | AI / ML | Pre-Seed | $5.8M | 88% |
| Gro Intelligence, Inc. The Kenya-founded data analytics company Gro Intelligence has raised a US$85 million Series B funding round, by some way the largest funding round ever raised by an African tech startup, to accelerate the growth and global adoption of its platform. | Data / Analytics | Series C | $2.4B | 88% |
| Natural Intelligence Systems, Inc. | AI / ML | Series A | $4.9M | 88% |
| Chooch Intelligence Technologies Co. | AI / ML | Series B | $687.9M | 88% |
See where Ariso Intelligence, Inc. sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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