Boba vs Iris.ai
In the face-off between Boba vs Iris.ai, which AI Research tool takes the crown? We scrutinize features, alternatives, upvotes, reviews, pricing, and more.
When we put Boba and Iris.ai head to head, which one emerges as the victor?
If we were to analyze Boba and Iris.ai, both of which are AI-powered research tools, what would we find? The upvote count is neck and neck for both Boba and Iris.ai. Your vote matters! Help us decide the winner among aitools.fyi users by casting your vote.
Does the result make you go "hmm"? Cast your vote and turn that frown upside down!
Boba
What is Boba?
Boba helps strategy and innovation teams run qualitative research, future scenarios, and storyboards from one workspace. You ask research questions, Boba searches the web for articles and news, summarizes earnings calls, and lets you dig deeper on signals before you move into ideation.
Most research chatbots stop at a bullet summary. Boba is wired for generative ideation workflows: scenario building from strategic prompts, Playing to Win strategy choices, and illustrated storyboards you can generate directly from those scenarios. That chain from research signal to narrative artifact is what sets it apart from general-purpose search assistants.
It fits consultants, product strategists, and innovation teams doing foresight work. The site describes Boba as an experiment by Thoughtworks with login for existing users and a waitlist for new access.
Iris.ai
What is Iris.ai?
Iris.ai builds enterprise knowledge platforms that turn scattered PDFs, patents, reports, graphs, and tables into structured data for RAG pipelines and AI agents. Its Axion product extracts multilingual documents across 68 languages, while Neuralith and RSpace target agentic workflows and complex R&D intelligence.
General-purpose RAG tools often choke on regulated industries where contracts, clinical trials, and patent libraries need schema-aware extraction and audit trails. Iris.ai ships ISO 27001-certified processing with GDPR compliance, on-premise deployment, and a built-in LLM evaluation layer so teams in pharma, telecom, and manufacturing can trust what their agents retrieve.
Research teams, legal ops, and innovation groups at enterprises like ArcelorMittal use Axion to cut patent review time by up to 90% with 94% extraction precision. Pricing runs from a Starter one-time pack for 10 documents through Professional tiers with about 100k pages to Enterprise deals from roughly €0.05 per page.
Boba Upvotes
Iris.ai Upvotes
Boba Top Features
Web research mode searches articles and news for qualitative questions
Scenario builder creates future stories from strategic prompts
Strategy mode uses the Playing to Win framework for where-to-play choices
Storyboard generator produces illustrated customer journey scenes
Summarizes earnings calls such as Nike quarterly updates for faster review
Login workspace at boba-ai.com/concepts with a public waitlist page
Iris.ai Top Features
Axion extracts text, tables, graphs, and images from PDFs in 68+ languages
Professional tier covers about 100k pages with 2 million credits
Enterprise pricing from roughly €0.05 per page with volume discounts
ISO 27001-certified with GDPR compliance and on-premise deployment
Built-in LLM evaluation and monitoring for agentic workflows
Products include Axion, Neuralith, and RSpace for R&D intelligence
Boba Category
- Research
Iris.ai Category
- Research
Boba Pricing Type
- Free
Iris.ai Pricing Type
- Paid