Automi AI is live · custom pricing · last verified 5 Nov 2026 · viability monitor
Automi AI
A Paris and San Francisco product research lab that builds and ships AI-native tools for learning, sales, hiring and machine vision.
Automi AI is a portfolio bet, not a platform purchase, so evaluate it product by product against single-purpose tools. If you need an adaptive tutor, trial tutorLM and benchmark it against a dedicated tutoring product. If you want a visitor-facing assistant that answers and converts, test Holostaff AI against a website chatbot vendor. If you are automating visual inspection, machinevision.cloud is the API to test because it takes a plain-language task description and returns structured JSON. playboox is the most distinctive of the four: it moves applications into Claude or ChatGPT so candidates never leave the assistant they were already using. The trade-off is focus: four products plus six
Verdict generatedVerified 9d ago · liveness 61/100 · cite: rightaichoice.com/tools/automi-ai
- Educators and edtech companies
- Sales and customer support teams
- Recruiting and HR teams
- Quality control and manufacturing teams
- Developers who need deep control of the model layer
- Organizations requiring on-premise deployment
- Teams needing heavy bespoke customization
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Skip Automi AI if you want a single unified platform from a vendor that concentrates its whole roadmap on one product, rather than four separate tools that you must evaluate and pilot individually.
Because each of the four products is sold and evaluated separately, adding a second Automi product means a second pilot, second rollout and second set of terms rather than an upgrade on one contract.
Automi AI is a small portfolio lab with four products and 50k+ users across them, so its leverage comes from product focus rather than scale. Compare each product against a dedicated vendor in the same category, not against suite pricing; a specialist supplier will usually carry more roadmap depth, while Automi lets you start with one narrow tool before committing to more.
In short
Automi AI — A Paris and San Francisco product research lab that builds and ships AI-native tools for learning, sales, hiring and machine vision. Best for Educators and edtech companies, Sales and customer support teams, Recruiting and HR teams. Pricing is on request (custom quotes).
What is Automi AI?
Automi AI — A Paris and San Francisco product research lab that builds and ships AI-native tools for learning, sales, hiring and machine vision. Best for Educators and edtech companies, Sales and customer support teams, Recruiting and HR teams. Pricing is on request (custom quotes).
Automi AI is a product research lab, not a single app. Its homepage lists four live products and six in active research. tutorLM is an agentic AI tutor that adapts its teaching to help you master hard concepts. Holostaff AI puts virtual human staff on your website so every visitor gets a success manager that answers questions and works to convert them. playboox moves hiring into the AI assistant people already use: candidates apply from Claude or ChatGPT and your team decides from theirs. machinevision.cloud is a vision inference API where you describe a visual task in plain language, POST an image, and get structured JSON back. The company says it has been building since 2022 and has reached 50,000+ users across the portfolio, working in established markets rather than speculative ones. Its roadmap covers AI-native two-sided marketplaces for e-commerce and infrastructure operators for agentic loops. Automi is based in Paris (5 Parvis Alan Turing) and San Francisco (2261 Market Street). Because the lab ships several unrelated products, the honest way to evaluate it is product by product: pick the one that matches your problem rather than buying a general platform.
Key features
- tutorLM: agentic AI tutor that adapts its teaching to the learner
- Holostaff AI: virtual human staff giving every visitor a success manager
- Holostaff AI answers visitor questions and works to convert them
- playboox: candidates apply from Claude or ChatGPT
- playboox: hiring pipeline that runs inside the AI assistant
- machinevision.cloud: vision inference API
- machinevision.cloud: describe a visual task in plain language and POST an image
- machinevision.cloud: returns structured JSON for automated visual inspection
- Portfolio of 4 products in market and 6 in active research
- Building since 2022, 50k+ users reached across the portfolio
- Prototyping and graduating experiments into shipped products
- Roadmap: AI-native two-sided marketplaces for e-commerce
- Roadmap: infrastructure operators for agentic loops and repeated inference
- Roadmap: infrastructure for running review and feedback cycles in production
- Contact via team@automi.ai; company pages on LinkedIn and X / Twitter
Our long-form take written Jul 26, 2026 is more than 90 days old, so it is being re-reviewed against current data and is not shown.
Limitations
- Automi AI is a portfolio of separate products rather than one integrated platform, so you evaluate tutorLM, Holostaff AI, playboox and machinevision.cloud independently — there is no shared platform layer described on the site.
- The public site is a single landing page and does not set out per-product documentation, API depth or usage limits, which means a hands-on pilot is the only reliable way to check fit.
- The public material names Claude and ChatGPT specifically as the assistants candidates apply from in playboox; outside that, the underlying models behind the products are not named.
- With 4 products in market and 6 in active research, roadmap attention is split across the portfolio, and the marketplace and agentic-loop infrastructure items are described as in development rather than shipped.
- The site states the company is headquartered in Paris and San Francisco.
as of 2026-10-31
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Is Automi AI still active?
Automi AI is live · custom pricing · last verified 5 Nov 2026 · viability monitor.
Viability score
How well maintained and how widely used is Automi AI? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: November 2026
How we score →What do users say about Automi AI?
What people actually say about Automi AI — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
ResearchedDiscussed by users across 2 sources (Product Hunt, Lemmy) · researched Nov 5, 2026.
Weighted by the 14 posts each of 1 source contributed.
- +No-code/low-code approach praised repeatedly as democratizing generative AI app creation
- +Access to multiple foundation models as composable building blocks on one platform
- +Product Hunt launch drew 189 upvotes, showing real initial interest
- +Free tier referenced by commenters, lowering the barrier to trying it
- +Shareable apps feature noted by at least one commenter as a talking point
- −Almost all Product Hunt comments are congratulatory one-liners, not substantive reviews
- −No Reddit, Hacker News, GitHub, or Stack Overflow discussion found anywhere
- −Feedback is launch-day only; no post-adoption reports surface in the data
- −Some launch comments are directory-listing spam, diluting signal quality
- −Pricing is contact-only, making value comparison against competitors impossible
- • No public pricing means you can't budget without a sales conversation
- • Unclear whether the free tier covers all four products or only one
- • Potential per-API-call costs on machinevision.cloud not disclosed
How we verified this
Every listed fact about Automi AI — pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 5 Nov 2026. Analysis is drafted with AI models and checked against our editorial standards before publishing; see how we verify.
Verification history
We have re-verified Automi AI 12 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed our verdict, description, who should skip it, switching in, features, switching out, use cases, limitations, setup time, pricing fit, hidden costs, summary
- — changed SSL certificate
- — changed use cases, description, our verdict, features, hidden costs, integrations, limitations, switching in, switching out, who should skip it, pricing fit, setup time, summary, who it suits
- — changed limitations
- — changed SSL certificate
- — changed who should skip it, features, pricing fit, setup time, description
Showing the 6 most recent of 12 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Automi AI cost in 2026?
Automi AI: Pricing is on request (custom quotes). Pricing last verified 5 Nov 2026.
Where the pricing makes sense
The company stage and team size where Automi AI's pricing actually pencils out — and where peers do it cheaper.
Automi AI is a small portfolio lab with four products and 50k+ users across them, so its leverage comes from product focus rather than scale. Compare each product against a dedicated vendor in the same category, not against suite pricing; a specialist supplier will usually carry more roadmap depth, while Automi lets you start with one narrow tool before committing to more.
Has Automi AI's pricing changed?
No plan price for Automi AI has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Automi AI?
Pick Automi AI if you are Educators and edtech companies, Sales and customer support teams, Recruiting and HR teams, Quality control and manufacturing teams.
Look elsewhere if you are Developers who need deep control of the model layer, Organizations requiring on-premise deployment, Teams needing heavy bespoke customization, Buyers who want one unified platform rather than separate products.
Skip it if Skip Automi AI if you want a single unified platform from a vendor that concentrates its whole roadmap on one product, rather than four separate tools that you must evaluate and pilot individually.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Automi AI actually fits — and what changes day-one when you adopt it.
Roll tutorLM out to a cohort of students who are stuck on hard quantitative concepts, and use it as the adaptive one-on-one layer around existing course material.
Outcome: Students get teaching that adapts to the learner rather than a fixed content track, and you validate fit with one product rather than a platform migration.
Place Holostaff AI on your website so every visitor gets a virtual success manager that answers questions and works to convert them.
Outcome: Coverage on every visitor without staffing every hour, with the conversation steered toward conversion rather than a generic FAQ bot.
Run playboox so candidates apply from Claude or ChatGPT while your team reviews from theirs, instead of forcing a trip to an application portal.
Outcome: Applications arrive inside the assistant candidates already use, and your team keeps its own side of the workflow in its assistant.
Use cases
- An edtech team deploys tutorLM so students get adaptive one-on-one help on concepts they are stuck on.
- A sales team puts Holostaff AI on its website so every visitor gets a success manager that answers questions and pushes toward conversion.
- A recruiting team runs playboox so candidates apply without leaving Claude or ChatGPT.
- A manufacturing team uses machinevision.cloud to automate visual inspection by describing the task and receiving structured JSON back.
- A product team prototypes an AI-native answer to a proven problem instead of building from scratch.
- A marketplace operator prepares for AI-native matching, fulfillment and trust workflows on the roadmap.
Setup time & first value
How long it actually takes to get something useful out of Automi AI — broken out by persona, not the marketing-page minute.
Expect a short registration step plus a pilot, not a long implementation: tutorLM and Holostaff AI are web products you can trial with a small group, while machinevision.cloud is an API where first value comes from describing one visual task and POSTing a batch of test images for structured JSON back.
Switching to or from Automi AI
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From a generic website chatbot: move to Holostaff AI by replacing the widget with virtual staff that answer questions and work to convert.
- →From a fixed-path tutoring tool: switch to tutorLM so teaching adapts to the learner instead of following one content track.
- →From a traditional ATS portal: run playboox alongside it so candidates can apply from Claude or ChatGPT while you compare results.
- ↗To a dedicated tutoring platform: replace tutorLM when you need a single-purpose roadmap and deeper learner analytics.
- ↗To a mainstream website chat vendor: swap Holostaff AI if you want a broad chatbot ecosystem rather than visitor-facing virtual staff.
- ↗To a full ATS suite: move off playboox if you need scheduling, compliance and offer management in one system.
- ↗To a cloud vision service: replace machinevision.cloud if you need model-level tuning beyond plain-language task descriptions and JSON output.
Resources & guides
Tutorials & Learning
YouTube returned 6 videos for “Automi AI”, and we withheld 6: 6 could not be judged, because “Automi AI” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Automi AI.
Official links
What are the best Automi AI alternatives?
The closest alternatives to Automi AI we list are Albato, Mindflow and Anakin.ai. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Albato | Freemium | Pricing not published | — |
| Mindflow | Contact Sales | Custom pricing | — |
| Anakin.ai | Freemium | Pricing not published | — |
Alternatives to Automi AI
View all
Tools that pair well with Automi AI
Common stack mates teams adopt alongside Automi AI, with the specific reason each pairing earns its keep.
Albato
White-label embedded iPaaS: ship 1,000+ native integrations and customer-facing AI agents inside your SaaS.
Mindflow
Agentic hyperautomation platform that lets ITOps and SecOps teams build AI agents across 4,000+ native integrations.
Anakin.ai
Anakin is now an AI-native dev workspace where coding agents plan, build and ship software alongside your team.
Automi AI vs its closest rival
Automi AI's closest head-to-head is with Locus Robotics.
Our Automi AI vs Locus Robotics verdict written Jul 3, 2026 is more than 90 days old, so it is being re-reviewed against current data and is not shown.
Frequently asked questions
Best-of guides
Topics
For makers of Automi AI
- Get a Verified Listing for Automi AI ($39): a written decision within 1 working day.
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