Companies · Data / Analytics
San Francisco · CA, USA · Data / Analytics · founded 2021 · https://cloudthread.io
Diligence memoA one-page analyst read on Cloudthread — recommendation, valuation, rhythm, risks.→Cloudthread: limited disclosed financing to assess.
Synthesized from the figures below est. — every claim rests on a number shown on this page.
Cloudthread is one of 41 Data / Analytics companies tracked from San Francisco, CA, USA, on record since 2021. By capital raised it ranks in the upper tier (ahead of 76% 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.
AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%
operates a technology-led product inferred from public copy
Grounded in: “You are a venture analyst”
Eliminate Cloud Waste. Attribute and Track Savings. Engage Engineers.
Cloudthread is an analytics platform that helps engineering teams build cost efficiently in the cloud. We were behind Lyft's internal cloud cost management system and now we use that deep expertise to help organizations save hours of engineering time, reduce cloud bills, and prevent costly re-architectures.
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.
No round amounts on record to chart.
No staged rounds to sequence.
Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 41 companies in Data / Analytics. 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 76% of sector peers (real $). Modeled value above 76% of peers (estimate).
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. |
|---|---|---|---|---|---|
| No rounds recorded. | |||||
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.
Cloudthread 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 |
|---|---|---|---|---|---|
| Artie, Inc. | Data / Analytics | Series B | $36.0M | $742.7M | same sector |
| BeatDeck | Data / Analytics | — | — | — | same sector |
| Big Data Analytics, Inc. | Data / Analytics | Pre-Seed | $252K | $11.4M | same sector |
| Bracket | Data / Analytics | — | — | — | same sector |
| Brewit | Data / Analytics | — | — | — | same sector |
| Briefer | Data / Analytics | — | — | — | same sector |
| CareerTu | Data / Analytics | — | — | — | same sector |
| Castled.io | Data / Analytics | — | — | — | same sector |
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 |
|---|---|---|---|---|
| Unthread Automate support ops natively in Slack | AI / ML | — | — | 76% |
| Cloudstitch Power your website with Google Spreadsheets.Acquired by Instabase… | Developer Tools | — | — | 74% |
| Hydra Serverless Analytics on Postgres | — | — | — | 72% |
| Cloudkick | — | — | — | 72% |
| Zelos Cloud The Data Platform for Mission‑Critical Systems | Data / Analytics | — | — | 71% |
| Bluelight Analytics, built for the trades. | SaaS / Software | — | — | 71% |
| Atomized, LLC Enabling teams to deploy without needing a cloud expert | Other Technology | Seed | $71.6M | 71% |
| Enso Self-Service Data Prep and Blend Built for Data Teams. | SaaS / Software | — | — | 71% |
See where Cloudthread sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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