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Causaly vs Iris.ai: Which Research Agents Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Leads 1/9
Rating
,
Reviews
0
From
Custom

in Research Agents

Rating
,
Reviews
0
From
Custom

in Research Agents

The Short Answer

Causaly vs Iris.ai, in 15 seconds

Choose Causaly if…

  • You have strict security & compliance needs

Choose Iris.ai if…

  • You prefer Iris.ai's approach and ecosystem

Head-to-Head Scorecard

How Causaly and Iris.ai score

Causaly leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Causaly
    No reviews
    Iris.ai
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Causaly
    0
    Iris.ai
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Causaly
    Custom
    Iris.ai
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Causaly
    Free trial
    Iris.ai
    Free trial
  • Integrations

    Number of listed third-party integrations

    Even
    Causaly
    6
    Iris.ai
    6
  • Features

    Number of listed product capabilities

    Even
    Causaly
    6
    Iris.ai
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Causaly
    ,
    Iris.ai
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Causaly
    Causaly
    2
    Iris.ai
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Causaly
    4
    Iris.ai
    4

Feature Comparison

Causaly vs Iris.ai feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Causaly
Iris.ai
Overview
User rating
,
,
Pricing model
Subscription
Custom
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Biomedical knowledge graphTarget discoveryEvidence summariesHypothesis generationSource-linked answersReport generation
Contextual literature searchSmart filteringData extractionResearch workspaceCited answersExport to reference managers
AI features
,
,
Integrations & API
Integrations
SlackMicrosoft 365Google DriveSalesforceSnowflakeREST APIs
ZoteroMendeleyGoogle ScholarPubMedNotionChrome
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2GDPR
GDPR
Vendor
Company
,
,
Verified
Founded
2018
2015
Headquarters
London, United Kingdom
Oslo, Norway

Pricing Comparison

Causaly vs Iris.ai pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Causaly

Custom to start
ProCustom
  • Email support
  • Integrations
  • Target discovery
  • Higher usage limits
EnterpriseCustom
  • Evidence summaries
  • Dedicated support
  • Everything in Pro
  • SSO and admin controls

Iris.ai

Custom to start
ProCustom
  • Smart filtering
  • Integrations
  • Higher usage limits
  • Email support
EnterpriseCustom
  • SSO and admin controls
  • Dedicated support
  • Everything in Pro
  • Research workspace

Total cost of ownership factors

Free planCausaly Iris.ai
Free trial to evaluateCausaly Iris.ai
Transparent published pricingCausaly Iris.ai
Public API (build vs. buy add-ons)Causaly Iris.ai

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Causaly vs Iris.ai: strengths and trade-offs

Causaly

Pros

  • Free trial offered
  • Compliance: SOC 2, GDPR
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)

Iris.ai

Pros

  • Free trial offered
  • Compliance: GDPR
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)

Buyer Fit

Who should use Causaly vs Iris.ai?

Startups

Either

Either keeps early-stage costs lowest with its entry tier.

Small businesses

Either

Either offers the most accessible pricing for lean teams.

Agencies

Either

Either connects to more tools for multi-client workflows.

Enterprises

Causaly

Causaly leads on compliance and breadth for complex needs.

Ecommerce

Either

Either integrates with more of the commerce stack.

SaaS companies

Either

Either is the more developer- and automation-friendly choice.

Integration overlap

Only in Causaly (6)

SlackMicrosoft 365Google DriveSalesforceSnowflakeREST APIs

Only in Iris.ai (6)

ZoteroMendeleyGoogle ScholarPubMedNotionChrome

Keep Exploring

Other alternatives worth considering

Similar research agents products buyers compare alongside Causaly and Iris.ai.

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Causaly and Iris.ai against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

Get a personalised recommendation

Causaly vs Iris.ai, Frequently Asked Questions

What is the difference between Causaly and Iris.ai?

Causaly and Iris.ai are both Research Agents solutions. Causaly is rated 0.0/5 by 0 users, while Iris.ai is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

Which is better, Causaly or Iris.ai?

Based on user ratings, Causaly scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

Which is cheaper, Causaly or Iris.ai?

Both products have custom pricing. We recommend contacting both vendors for a quote tailored to your team size.

Does Causaly or Iris.ai have a free plan?

Neither Causaly nor Iris.ai currently offers a free plan, but Causaly provides a free trial.

Can I switch from Causaly to Iris.ai?

Switching between Causaly and Iris.ai is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Causaly vs Iris.ai?

Causaly is best suited for teams that prioritise enterprise features. Iris.ai works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Causaly vs Iris.ai

Best Overall

Either

It's a tie balances user satisfaction and proven adoption.

Best for Startups

Either

It's a tie has the friendliest entry point for new teams.

Best for Enterprise

Causaly

Causaly leads on compliance and feature breadth.

Best Value

Either

It's a tie delivers the lowest cost to get started.

Best AI Features

Either

Comparable AI capabilities on both sides.

Highest Rated

Either

Both earn equal user ratings.

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Not sure which to choose?

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