Companies · AI / ML
SAN FRANCISCO · CA, USA · AI / ML · refined from filed group “Other” · founded 2020 · https://airbyte.com/
Diligence memoA one-page analyst read on Airbyte, Inc. — recommendation, valuation, rhythm, risks.→Airbyte, Inc. 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 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.
Airbyte, Inc. is one of 2067 AI / ML companies tracked from SAN FRANCISCO, CA, USA, on record since 2020. By capital raised it ranks among the largest (ahead of 94% 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.
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”
Context layer for production-grade AI agents
Airbyte Agents is the context layer your AI agents query before they act. Features the Context Store, which unifies entities across Salesforce, Stripe, Zendesk and more. Use it from the UI, your LLM via MCP, or our SDK. 40% fewer tool calls, up to 80% fewer tokens. Airbyte Data Replication is the leading open data movement platform that empowers data teams in the AI era by transforming raw data into actionable intelligence. https://github.com/airbytehq/
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, Seed, Series A — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 25%.
Round size and date are reported; the stage label is inferred from round size (latest is Series B — a $15M–$40M 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 94% of sector peers (real $). Modeled value above 97% of peers (estimate).
A tighter cohort than the sector chart above — only companies at the same stage (Series B) 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 22.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Nile AI, Inc. | Series B | $29.3M | $1.1B | 2.15× |
| Outlier AI, Inc. | Series B | $32.7M | $959.2M | 1.96× |
| ClosedLoop.ai Inc. | Series B | $36.9M | $866.1M | 1.77× |
| Airbyte, Inc. this company | Series B | $25.9M | $724.6M | 1.48× |
| Common Intelligence, LLC | Series B | $22.0M | $712.5M | 1.46× |
| Chooch Intelligence Technologies Co. | Series B | $20.1M | $687.9M | 1.41× |
| SkydropX, Inc. | Series B | $25.7M | $610.0M | 1.25× |
| Rasgo Intelligence Inc. | Series B | $25.6M | $584.4M | 1.20× |
| Mosaic ML, Inc. | Series B | $21.7M | $580.5M | 1.19× |
| Monotony.ai, Inc. | Series B | $26.4M | $504.4M | 1.03× |
| Kore.ai, Inc. | Series B | $50.8M | $494.7M | 1.01× |
| AI Fleet Inc. | Series B | $21.0M | $483.1M | 0.99× |
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. |
|---|---|---|---|---|---|
| Series B | $25.9M | 2021-05-20 | $144.0M | $724.6M | 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 |
|---|---|---|---|
| Chetan Puttagunta | — | 11 other | 2021-05 |
| Jean Lafleur | — | 1 other | 2021-05 |
| Michel Tricot | — | — | 2021-05 |
Airbyte, 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 |
|---|---|---|---|---|---|
| Kintsugi Ai, Inc. | AI / ML | Series B | $26.1M | $149.4M | same sector · same stage |
| SkydropX, Inc. | AI / ML | Series B | $25.7M | $610.0M | same sector · same stage |
| Rasgo Intelligence Inc. | AI / ML | Series B | $25.6M | $584.4M | same sector · same stage |
| Luma AI, Inc. | AI / ML | Series B | $25.5M | $371.7M | same sector · same stage |
| Monotony.ai, Inc. | AI / ML | Series B | $26.4M | $504.4M | same sector · same stage |
| Vapi Inc. | AI / ML | Series B | $25.2M | $185.9M | same sector · same stage |
| Maisa AI Inc. | AI / ML | Series B | $25.1M | $138.7M | same sector · same stage |
| Datafold, Inc. | AI / ML | Series B | $25.1M | $23.2M | 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 |
|---|---|---|---|---|
| Airweave The open-source context retrieval layer for agents | AI / ML | — | — | 82% |
| The Context Company Monitor AI agents and understand user behavior | AI / ML | — | — | 81% |
| Context.dev We give AI agents realtime web context. | AI / ML | — | — | 79% |
| Tasklet Agents that own the work | AI / ML | — | — | 77% |
| Slite The self-maintaining knowledge base | AI / ML | — | — | 76% |
| ReasonBlocks The runtime layer that makes AI agents cheaper and more reliable | AI / ML | — | — | 75% |
| Halluminate Data and RL environments to automate knowledge work | AI / ML | — | — | 75% |
| Glue The Interface Design Canvas for AI agents | AI / ML | — | — | 75% |
See where Airbyte, Inc. sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
If you work at Airbyte, Inc., claim this profile or suggest a correction. We aggregate from public filings, so help us keep your description, website and links accurate.
Is this your company? Update your profile or add contact details — and choose exactly who can reach you. Reviewed before anything is published.