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Ada vs Calabrio ONE comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Ada
Ranking in AI Customer Experience Personalization
16th
Average Rating
7.4
Number of Reviews
3
Ranking in other categories
AI-Powered Chatbots (9th), AI Customer Support (8th)
Calabrio ONE
Ranking in AI Customer Experience Personalization
11th
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
32
Ranking in other categories
Workforce Engagement Management (4th), AI Scheduling & Coordination (4th)
 

Mindshare comparison

As of May 2026, in the AI Customer Experience Personalization category, the mindshare of Ada is 1.2%, down from 1.6% compared to the previous year. The mindshare of Calabrio ONE is 1.5%, down from 2.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Calabrio ONE1.5%
Ada1.2%
Other97.3%
AI Customer Experience Personalization
 

Featured Reviews

Mihir Raval - PeerSpot reviewer
Senior Software Developer at Plutomen Technology
Strong typing has reduced runtime failures and supports predictable backend operations
The biggest area for improvement in Ada is ecosystem depth. While Ada itself is very solid, the library ecosystem is still thinner compared to Go and Rust, especially for newer cloud-native tooling and integrations, meaning we occasionally have to build wrappers or bindings ourselves, which adds some friction. Documentation and onboarding could be smoother, especially for developers new to Ada coming from modern ecosystems. The core docs are good, but practical examples around debugging, package patterns, and a modern deployment workflow could be more polished. We created some internal starter templates to shorten the ramp-up time, which helped, but better out-of-the-box guidance would make adoption easier.
GS
Customer Service Analyst/Scheduler at Tucson Electric Power
The Copy Schedule Activities reduces time spent for changing activities. Agents are not able to cancel an approved request in the Time Off Request area.
I cannot speak about the difference for the QM software. My main use is of the WFM software. A few of the features were "nice to have" features, but version 9.3 had some "deficiencies". The main problem was not being able to run scenarios in a pseudo scheduling area, so the way Calabrio is now, agents can possibly see test scenarios. Another problem is the Time Off Request area. Agents are not able to cancel an approved request through this area. The sorting/filtering could be improved upon greatly. We are scheduled to upgrade to version 10.0, which will resolve many of the issues we do not like about the current version that we are using. Update: We are still on version 9.3 and looking forward to upgrading.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Ada offers agentic workflow as its best feature, providing the agent capability to personalize customer support and making customer success operations easier."
"Ada has positively impacted my organization as I work on the provider directory by re-routing based on patient symptoms to determine which patient should go to which doctor."
"Overall, Ada delivers exactly where we need it: reliability, predictability, and long-term maintainability, and in the right use case, it is exceptionally dependable and pays off over time, making me absolutely willing to use it again for the same class of system."
"The flexibility of scheduling through dynamic availability, work shifts, and dynamic scheduling is invaluable."
"Calabrio's learning curve is very short, the user interface is extremely easy to use, and I could not be happier with this product."
"We have been able to use call recordings for training as well as perform staff performance evaluations."
"Real-time quality score notification."
"Easier for RT and TM's to view current adherence."
"I have found the video capture to be the most valuable feature."
"Currently the feature we are loving is screen recording."
"I have found the forecasting model to be very valuable."
 

Cons

"I would rate this product a 6."
"Ada can be improved by being able to identify symptoms based on the age, and it needs to have more questionnaire options."
"The biggest area for improvement in Ada is ecosystem depth."
"15 minute intervals across the solution would be of great value."
"Customer Service: At first, they were great. Since my initial encounters, it is a hit and miss and really comes down to the agent or technician assigned to help you."
"A few of the features were "nice to have" features, but version 9.3 had some "deficiencies"."
"Reporting and email notifications to agent when they have received evaluations of their call recordings."
"Gamification: We need help developing it, and what is currently shown is not enough."
"The only issue I have found with Calabrio is the WFM side."
"Try and correct bugs prior to release."
"The built-in reporting is not comprehensive or intuitive."
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Top Industries

By visitors reading reviews
Construction Company
17%
Healthcare Company
7%
Educational Organization
6%
Financial Services Firm
6%
Financial Services Firm
27%
Insurance Company
7%
Religious Institution
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise29
 

Questions from the Community

What is your primary use case for Ada?
Ada is a healthcare software that provides disease identification based on your symptoms. I receive many symptoms and questions from patients about their conditions because they want to book a visi...
What advice do you have for others considering Ada?
My advice for others looking into using Ada is to provide as much information as possible, including the severity of the symptoms and the age. I would rate this review as an 8 out of 10.
What is your experience regarding pricing and costs for Ada?
My experience with pricing, setup cost, and licensing is that it was pretty reasonable based on the input and the questionnaire.
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Comparisons

 

Also Known As

No data available
Calabrio
 

Overview

 

Sample Customers

Information Not Available
Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
Find out what your peers are saying about Ada vs. Calabrio ONE and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.