The Iris.ai Insider’s Guide
Everything we know about Iris.ai in one document: what it costs, its grades, getting a refund, getting help and what else to look at. Read it here, or keep a copy.
Iris.ai
The Insider’s Guide
Enterprise tools that turn documents into AI-ready data
Every plan, grade, refund rule and rival among AI research tools, read from Iris.ai’s own pages.
Made by Iris.ai AS · checked Nov 12, 2026 · toolgpa.com
Contents
- 01WelcomeWhat it is, who it suits, its grades and the ten things to know first
- 02What it costsEvery plan, the free plan, ways to pay less and how prices have moved
- 03What it doesIts main features, where it runs, what it works with and who makes it
- 04Where it standsIts grades against its category, and whether to keep it or make your own
- 05The alternativesThe tools it is most often weighed against, side by side
- 06Quick answersThe questions people ask about it, each answered in a line or two
- 07About ToolGPAWho made this guide, what else is on the site, and how to cite it
ToolGPA put this guide together from Iris.ai’s own pages, its app-store listings and our grades. Every fact in it is on Iris.ai’s page too, where it is kept up to date. Checked Nov 12, 2026.
Part 01 · Overview
Welcome
What it is, who it suits, its grades and the ten things to know first
1.6
GPA, above 0 of the 49 other AI research tools we grade
Iris.ai sells enterprise products for manufacturing, life sciences, energy and telecom teams: Axion extracts structured data from documents, Neuralith builds agentic workflows on company knowledge, and RSpace targets R&D. All are sold through demos, with no self-serve plan.
To get you started, here are 7 things to know about Iris.ai, taken from its own pages and our grades.
No prices are published, every product goes through a demo, and it's aimed at companies, not individual researchers.
- 1
Best for enterprise teams turning documents into AI-ready data
Iris.ai sells enterprise tools that turn documents into AI-ready data, including Axion for extraction and RSpace for R&D.
- 2
It runs on Web
Web.
- 3
Axion data extraction
Turns PDFs, reports, images, graphs and tables into structured, machine-readable data.
- 4
Industry schema templates
Prebuilt structures for legal contracts, patents, clinical trials and financial statements.
- 5
Neuralith
Described as turning enterprise knowledge into an AI engine, with agentic workflows.
- 6
A 1.6 GPA, above 0 of 49
That is against the other AI research tools we grade, on value, the free plan, features, ease of use and platforms.
- 7
Keep it
To replace Iris.ai you would be making a library of papers and sources to search. That is not a weekend's work, with an AI app builder or without one.
Iris.ai at a glance
- Pricing
- Paid
- Free plan
- No
- Free trial
- None stated
- Runs on
- Web
- Made by
- Iris.ai AS
- Category
- AI Research Tools
- Our grade
- 1.6 GPA, weak
The report card
Best for enterprise teams turning documents into AI-ready data
Iris.ai sells enterprise tools that turn documents into AI-ready data, including Axion for extraction and RSpace for R&D. No prices are published, every product goes through a demo, and it's aimed at companies, not individual researchers.
| Subject | Grade | Comment |
|---|---|---|
| Value for money | C | No price is published and every product is sold through a demo request. There is nothing to compare against the category's $10 middle, so it sits at C. |
| Free plan and trial | F | Nothing free on record: no free plan and no trial. |
| Features | C | Data extraction, industry templates, an enterprise knowledge engine and R&D search. The listing doesn't show a gap, but it also doesn't show what a single researcher would get. |
| Ease of use | C | No store rating on record. Deploying on your own data means setup work. |
| Platforms and integrations | C | Web only, with no integrations or apps on the listing. |
An A is worth 4 points, a B 3, a C 2, a D 1 and an F nothing. The GPA is the average of the five.
Who Iris.ai is for
- Fits if your company needs data pulled out of large piles of technical documents
- Makes sense if you're an R&D team happy to buy through a demo
Who it is not for
- Not for you if you want a price, as none is published and pricing couldn't be verified
- Skip it if you're an individual researcher, since the products are for enterprises
- Watch out: no free tier or trial is listed
- Watch out: no apps or integrations are listed
Good to know
Good for
- Large companies structuring document archives for AI
- Patent and R&D teams with large multilingual libraries
Worth knowing
- No prices are published; every product is sold through a demo request.
- Pricing could not be verified, so no plan or price is listed.
- Aimed at enterprises, not individual researchers.
Part 02 · Pricing
What it costs
Every plan, the free plan, ways to pay less and how prices have moved
Iris.ai's current pricing could not be confirmed from its own site.
No price is published and every product is sold through a demo request.
We could not confirm Iris.ai’s current prices from its own site, so this guide lists no plans. iris.ai has them.
Part 03 · Features
What it does
Its main features, where it runs, what it works with and who makes it
1
Place it runs: Web
Enterprise tools that turn documents into AI-ready data. Here is what it does, as its own site describes it, and what it covers: AI features, AI agents, research, documents.
Data extraction, industry templates, an enterprise knowledge engine and R&D search.
- Axion data extraction
- Turns PDFs, reports, images, graphs and tables into structured, machine-readable data.
- Industry schema templates
- Prebuilt structures for legal contracts, patents, clinical trials and financial statements.
- Neuralith
- Described as turning enterprise knowledge into an AI engine, with agentic workflows.
- RSpace
- Described as precision intelligence for complex R&D.
- Deployment on your own data
- The vendor says teams run Iris.ai on their own documents and systems.
Where it runs
- Web
What it works with
Its own pages name no integrations.
Iris.ai is made by Iris.ai AS.
Part 04 · Standing
Where it stands
Its grades against its category, and whether to keep it or make your own
0/49
Other AI research tools it is graded above
Iris.ai's GPA of 1.6 is higher than 0 of the 49 other AI research tools we grade, and level with 1.
It stands best on value for money (C, above 6 of 49) and worst on free plan and trial (F, above 0).
Each grade against the category
Every bar is all 50 AI research tools we grade, cut by the letter each got. Iris.ai’s own letter is outlined.
- CValue for moneyAbove 6 of 49
- FFree plan and trialAbove 0 of 49
- CFeaturesAbove 1 of 49
- CEase of useAbove 1 of 49
- CPlatforms and integrationsAbove 0 of 49
Keep it, or make your own?
Whether this is something you could build for yourself with an AI app builder, and what you would give up.
Keep it
To replace Iris.ai you would be making a library of papers and sources to search. That is not a weekend's work, with an AI app builder or without one.
That makes this kind of software worth paying for, not this one in particular: 48 of the 49 other AI research tools grade higher.
What you could make
- Documents: an app builder makes this well.
What you could not
- A library of papers and sources to search.
- An AI agent, with the models and the safeguards behind it.
What this rests on. Iris.ai’s listing: what it does, where it runs, what it plugs into and what it costs. It is a judgement about the kind of software this is. We have not built a replacement for it, and making your own means looking after it too. How we decide, and every tool’s verdict.
Part 05 · Alternatives
The alternatives
The tools it is most often weighed against, side by side
Elicit, SciSpace, Undermind and AlphaSense
The 4 tools Iris.ai is most often weighed against, with where each one differs from it.
- 2.4GPA
Elicit
Free plan · from $49/mo
AI research assistant for literature search and systematic reviews.
- Elicit has a free plan. Iris.ai does not.
- Only Elicit lists a browser extension.
- Iris.ai also covers documents.
- 2.4GPA
SciSpace
Free plan · from $12/mo
AI research platform for literature review and reading papers.
- SciSpace has a free plan. Iris.ai does not.
- Only SciSpace lists an iOS app.
- Only SciSpace lists a browser extension.
- 2.2GPA
Undermind
Free plan · from $16/mo
AI literature search agent that reads hundreds of papers.
- Undermind has a free plan. Iris.ai does not.
- Iris.ai also covers documents.
- Undermind also covers chat assistant, AI search and citations.
- 1.8GPA
AlphaSense
Paid
AI market intelligence search across filings, research and transcripts.
- Iris.ai also covers AI agents and documents.
- AlphaSense also covers chat assistant and AI search.
Part 06 · Questions
Quick answers
The questions people ask about it, each answered in a line or two
9
Questions, each answered in a line or two
The short version of everything above, for when you only need the answer. Each one is told in full in its part of the guide.
Is Iris.ai free?
No. Iris.ai is a paid product.
What platforms does Iris.ai work on?
Iris.ai is available on Web.
Does Iris.ai have an Android app?
No Android app was listed when its pages were read on Nov 12, 2026. Iris.ai is listed for Web.
Does Iris.ai have an iPhone app?
No iPhone app was listed when its pages were read on Nov 12, 2026. Iris.ai is listed for Web.
Is Iris.ai open source?
Iris.ai is not described as open source on its own site, as read on Nov 12, 2026.
Who makes Iris.ai?
Iris.ai is made by Iris.ai AS.
What are the alternatives to Iris.ai?
The closest alternatives to Iris.ai in our directory are Elicit, SciSpace, Undermind and AlphaSense.
How does Iris.ai compare with other AI research tools?
Iris.ai's GPA of 1.6 is higher than 0 of the 49 other AI research tools we grade, and level with 1.
Could I make my own version of Iris.ai?
To replace Iris.ai you would be making a library of papers and sources to search.
Where this guide comes from
The prices, plans, platforms and features were read from Iris.ai’s own pages on Nov 12, 2026, and the grades were given on Nov 12, 2026. Graded from this listing, whose facts were read from Iris.ai's own pages on 12 November 2026. Not based on using the product, and shorter than our full reviews.
Every tool we list gets five grades, A to F, each with its reason, and a GPA that averages them. How each is decided is at toolgpa.com/grades. This guide is ToolGPA’s own work; it is not made, paid for or approved by Iris.ai AS. Prices change, so check iris.ai before you buy.
Part 07 · About
About ToolGPA
Who made this guide, what else is on the site, and how to cite it
5,038
Tools graded, in 95 categories
ToolGPA grades software the way a school report grades a pupil: five subjects, a letter for each with the reason written beside it, and a GPA that averages them. Prices, plans and platforms are read from each maker’s own pages and dated, so you always know how fresh a figure is.
Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Every tool on the site has a guide like this one, free to download and pass on. It all lives at toolgpa.com.
5,038
tools graded
95
categories
739
price changes on record
579
apps priced in 12 countries
What else is on toolgpa.com
- Iris.ai, kept up to dateEverything in this guide, with prices and grades as they are todaytoolgpa.com/tools/iris-ai
- How grades are givenThe rules behind every letter and every GPAtoolgpa.com/grades
- Value chartsWhat each tool costs against what it scores, for every categorytoolgpa.com/charts
- CompareAny two tools side by side, plan by plantoolgpa.com/compare
- Price changesEvery price rise and cut on record, each with its sourcetoolgpa.com/price-changes
- Prices by countryWhat apps cost on the App Store in 12 countriestoolgpa.com/prices-by-country
- Pay lessEvery public discount: yearly billing, students, nonprofitstoolgpa.com/save
- Keep or makeWhich tools are worth paying for, and which you could build yourselftoolgpa.com/keep-or-make
Scan for the live page
Prices and grades as they are today
Quoting this guide?
Please name ToolGPA and link to the live page, so readers can check the figures for themselves:
ToolGPA, "Iris.ai: The Insider's Guide", checked Nov 12, 2026. https://toolgpa.com/tools/iris-ai
Know someone choosing between AI research tools?
Send them this guide: toolgpa.com/tools/iris-ai/guide
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See our other guides
The best-graded AI research tools after Iris.ai, each with an Insider's Guide of its own.
- AI Research Tools Insider's GuideEvery one of the 50 AI research tools we grade, compared
- Ai2 Asta Insider's GuideAI research assistant for finding papers and analyzing data3.2 GPA
- Semantic Scholar Insider's GuideFree AI-powered search engine for scientific literature3.2 GPA
- ChatPDF Insider's GuideAsk questions about PDFs and get answers with citations2.8 GPA
Choosing software? Every tool graded, every price dated.
Compare tools at toolgpa.com ›Everything in this guide is ToolGPA’s own summary of what Iris.ai’s pages, its app-store listings and public reviews said on the dates shown. Grades are our judgement under the rules at toolgpa.com/grades. Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Iris.ai is a trademark of its owner, and this guide is not made, paid for or approved by Iris.ai AS. Prices and plans change: check iris.ai before you buy.