Segment · AI / ML Platform in Data & AI
AI / ML Platform in Data & AI: how Kustiq classifies it
An AI/ML platform vendor sells the substrate teams use to train, deploy, evaluate, or serve models, with usage-based pricing and a published changelog tied to model releases.
- Stack signalPublic docs, a model catalogue, an SDK in Python and TypeScript, plus an evaluation or guardrails section; bonus if the company is on the OpenAI, Anthropic, or HuggingFace partner list.
- Team signalLinkedIn shows a Head of Research, named ML engineers, and a DevRel role focused on AI; founders frequently come from Google Brain, OpenAI, Meta AI, or top-tier research labs.
- Revenue signalUsage-based pricing per request, per token, or per inference. Free tier exists; enterprise tier names a private deployment SKU.
- Total in segment
- 107
- Live count
- Most common size
- 51-200
- 27 companies in bucket
- Top funding
- $30B
- Anthropic · Series F
- Top HQ city
- Palo Alto
- 2 companies, 2%
More filtersVertical, segment chips, search
Filter by vertical
107 AI / ML Platformcompanies · freshest first
About Google: Our products, technology and company information - About Google
Google's parent company Alphabet Inc. has been described as a Big Tech ... jobs.google.com. Archived from the original on June 28, 2021. Retrieved June ...
501-1000 · 2020
Algolia
18,000+ organizations trust Algolia to build intuitive, adaptive, high-performing experiences with a unified AI search & retrieval platform spanning agentic, generative, and search.
501-1000 · Palo Alto, California, USA
Fireworks AI
Use state-of-the-art, open-source LLMs and image models at blazing fast speed, or fine-tune and deploy your own at no additional cost with Fireworks AI!
fireworks.ai
Groq is fast, low cost inference.
The Groq LPU delivers inference with the speed and cost developers need.
201-500
Free AI Voice Generator & Voice Agents Platform
Create lifelike speech with our AI voice generator and voice agents platform. Access 5,000+ voices in 70+ languages with secure APIs and SDKs.
51-200 · 2022
Cohere
Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable insights.
201-500 · Toronto, Ontario
AssemblyAI
With AssemblyAI's industry-leading Speech AI models, transcribe speech to text and extract insights from your voice data.
San Francisco, California
百度一下，你就知道
全球领先的中文搜索引擎、致力于让网民更便捷地获取信息，找到所求。百度超过千亿的中文网页数据库，可以瞬间找到相关的搜索结果。
2000
Inference Platform: Deploy AI models in production
Serve and scale open-source and custom AI models on the fastest, most reliable inference platform.
51-200 · 2019
Haystack
Create agentic, context engineered AI systems using Haystack’s modular and customizable building blocks, built for real-world, production-ready applications.
haystack.deepset.ai
Domino Data Lab
Experience the power of Enterprise AI with Domino Data Lab. Accelerate research, deploy models, and foster collaboration among code-first data science teams.
201-500 · 2013
FAQ · AI / ML Platform in Data & AI
What buyers ask first
What is an AI/ML Platform company in Data & AI?
How many AI/ML Platform companies in Data & AI are in the directory?
How are AI/ML Platform alternatives ranked here?
How accurate is the AI/ML Platform classification?
Beyond the directory listing
Profile an AI / ML Platform company free in 60s.
The directory shows the snapshot. A full Kustiq profile pulls SMTP-verified contacts and a 12-factor churn risk, plus the buying signals from the last 90 days. The whole thing runs live on each request. Free plan covers 3 profiles a week, no card.
Why this Data & AI AI / ML Platform directory looks different
Generic vendor lists rank by who paid for the listing. Kustiq ranks by what the live site, tech stack, and team graph say a company is right now. An AI / ML Platform company in Data & AI with no relevant role on LinkedIn for 12 months and a stale pricing page falls out of the segment automatically. New entrants land the first time the classifier sees public stack signals, a matching careers page, and a recent funding round on the same domain.
Snapshot vs full profile
The tiles above are snapshots. Name, logo, HQ, headcount band, vertical, segment, and a confidence score the classifier published with the row. A full profile runs the complete pipeline on demand. SMTP verifies up to three buyer contacts. The 12-factor rule engine returns a churn risk with calibrated confidence. The buying-signal pass surfaces hiring, funding, tech, press, RFP, and engagement events from the last 90 days. Every Kustiq account gets 3 full profiles per week, free, no card.
How the segment is reclassified
Every snapshot is rebuilt from public web signals at request time. The classifier reads the live homepage, the pricing page, the careers page, the job board, and the public LinkedIn surface, then maps the result to one of 22 verticals and 88 segments. A company can move from AI / ML Platform into a sibling segment, or out of the directory entirely, on the next request. There is no annual export.