You asked about Data Engineering

317 people built something like it. 28 are gone.

That is 9% of the ones whose fate we could settle, against 23% across the whole register. 20 were acquired.

Matching
327
Gone
9%
Median life
Acquired
20

Matching launches · 60 of 327

checked 7 hours ago · 250 probed today
LaunchedWhat it wasToday
2016-06-01
Data-centric infrastructure to accelerate the development of AI · scale.com
still up
2016-01-01
AI + Robotics for the Built World · geckorobotics.com
still up
2020-01-01
Context layer for production-grade AI agents · airbyte.com
still up
2022-01-01
Compliant-Ready AI for the Enterprise · dynamo.ai
still up
2022-01-01
Open-source, serverless vectordb for production-scale generative AI · lancedb.com
still up
2024-01-01
Accelerate Medication Access with AI · runtrellis.com
still up
2021-01-01
Authorization Infrastructure securing AI at OpenAI, Zoom, & more · authzed.com
still up
2020-06-01
Automating manual and repetitive data engineering tasks with AI · datafold.com
still up
2021-06-01
Secoda is the AI layer for your Analytics · secoda.co
still up
2024-06-01
Find & resolve issues in data center engineering & operations using AI · entangl.com
still up
2024-06-01
The autonomous data engineer for the mid-market · zeit-ai.com
still up
2022-06-01
Open data platform for traceable, multimodal AI · lamin.ai
still up
2021-01-01
Build better computer vision models by building better datasets · segments.ai
acquired
2024-01-01
Applied AI Data Research Lab Encoding Human Expertise into Machines… · useocular.com
still up
2023-06-01
AI agents that automate AP, procurement, and finance · cedalio.com
still up
2025-01-01
Frontier AI research to advance game development · nitrode.com
still up
2026-06-01
AI-Native Engineering Firm designing Data Centers · marengox.com
still up
2023-01-01
Speed up customer implementation with AI · lume.ai
acquired
2020-06-01
AI agents for customer support. · dataland.io
still up
2025-06-01
Robots, parts & RL envs & evals - delivered in 48 hrs / pickup in SF. · roboticscenter.ai
still up
2026-01-01
The context layer for AI-native CPG brands · corvera.ai
still up
2025-09-01
Infra and data for interactive AI. · velvetlab.ai
still up
2024-01-01
Deliver complete data analysis from a single question · kater.ai
still up
2024-06-01
Data for biomedical AI · alunadata.com
still up
2026-06-01
Reliable and safe data engineering and data science agents · alkera.ai
still up
2024-06-01
Replace the humans fixing bad data · usemica.com
still up
2022-01-01
AI powered product description enhancement for the auto parts industry · versableai.com
still up
2022-06-01
The safety layer between AI agents and your database · midplane.ai
still up
2026-01-01
Self-tuning file search for AI agents · captain.dev
still up
2025-06-01
The AI workspace for software implementations · datafruit.ai
still up
2021-01-01
The unbiased AI and data layer for skin health. · getclearapp.com
still up
2026-06-01
Expert computer-use data for frontier AI labs · markovstudios.com
still up
2021-06-01
Next-Gen Financial Analysis and Reporting with AI Agents · patterns.app
gone
2024-09-01
AI formulas and document support for Microsoft Excel · melder.io
still up
2023-01-01
AI Teammates for Data Tasks · tableflow.com
still up
2025-06-01
Audio Data for AI Labs · usepanels.com
still up
2020-01-01
Glisten AI automatically categorizes and tags e-commerce product data. · glisten.ai
gone
2022-01-10
databar.ai
still up
2016-01-01
The AI agent that doesn’t just support, it delights. · sendbird.com
still up
2023-09-13
docs.lantern.dev
still up
2023-08-07
chainforge.ai
still up
2022-01-31
ideas-generator.com
gone
2021-01-01
The data layer for physical AI · encord.com
still up
2019-06-01
Human and AI design review for hardware · colabsoftware.com
still up
2022-05-16
ortto.com
still up
2022-05-07
layer.ai
still up
2023-08-11
cambioml.com
still up
2022-02-01
ango.ai
still up
2016-01-01
Building foundational AI for speech transcription and understanding. · deepgram.com
still up
2022-06-15
deep-talk.ai
still up
2026-01-01
Physical AI data lab · humanarchive.ai
still up
2022-01-01
AI-native operating system for home service businesses · broccoli.com
still up
2019-01-01
Superb AI provides end-to-end computer vision MLOps platform · superb-ai.com
still up
2023-12-06
lume.ai
still up
2021-06-01
One API to get clean data from any website for your AI agents at scale · anakin.io
still up
2021-06-01
AI-powered Deepfake Detection · verihubs.com
still up
2020-01-01
Datasaur builds private AI/agents for enterprise/government · datasaur.ai
still up
2021-01-01
AI Document Understanding API · mindee.com
still up
2024-06-01
AI Agents for collections · domu.ai
still up
2015-01-01
Paperspace is a cloud platform for building and scaling AI… · paperspace.com
acquired

How this compares

Where they launched

share gone · line is the 23% average
  1. Product Hunt 617%
  2. Show HN 1817%
  3. Y Combinator 2739%

Y Combinator reports its own outcomes, including acquisitions. The other two are judged by asking the domain, so they are not measured the same way and are never averaged together.

By year launched

share gone · line is the 23% average
  1. 2021 2114%
  2. 2022 3813%
  3. 2023 6116%
  4. 2024 717%
  5. 2025 472%
  6. 2026 330%

Older launches have had longer to die, so this slope is expected. A year that broke it would mean something is wrong with the checking.

How this was made. Show HN entries are every post from 2021 to 2023 with at least five points that linked to its own domain; code hosts and free hosting are excluded, because a repository outlives the effort behind it. Product Hunt entries needed 100 votes — a far higher bar, so they are the promoted top slice rather than a like-for-like sample. Both are judged by asking the domain whether it still answers: gone means it no longer resolves, refuses the connection, serves a parking page, or says plainly that it shut down. An HTTP error is not counted as gone — a server answering 404 is one somebody still pays for, and an audit of 25 gone-calls found two such sites alive with only a moved homepage. Y Combinator entries use the status YC publishes itself, which is why only those can say acquired. Squatted domains — a lapsed name now serving somebody else's site — are not detected, so these figures run slightly low.