Tag: data management

  • Conference Whispers: Informatica World  20266

    Conference Whispers: Informatica World  20266

    Published: May 24, 2026                                                      ID: TBW2189

    Analyst(s): Dr. Doreen Galli

    Photojournalist(s): Dr. Doreen Galli

    Enjoy the related Computer Talk Radio broadcast.

    ABSTRACT:

    “Informatica World 2026 brought together enterprise visitors focused on data governance, AI readiness, and data management as Las Vegas hosted enterprise data and analytics conversations shaping how organizations prepare trusted data foundations, enable AI agents, and drive business impact through governed, high-quality data pipelines and scalable ecosystem execution across increasingly complex digital environments.”

    The Conference

    • Informatica World brought a community of approximately 2000 data management and governance experts to discuss governance in the age of AI.

    Cautions:

    • Friendly reminder: this research provides examples of what was shared with us at the event, not an evaluation, validation, or recommendation of the given technology.
    • Just because a technology can do something in general doesn’t mean it will work in your environment or in a governed fashion. It is critical to validate a technology including its false positive and error rates.

    Garbage In, Gospel Out

    If one believes you can put garbage in an AI solution and magically with get Gospel out, AI will greatly disappoint you. In practice, thinking you don’t have to clean up your data before deploying AI doesn’t align with reality. TBW Advisors LLC was able to catch an exclusive interview with Informatica’s Keynote Speaker and VP of Product, Sumeet Agrawal. Specially we asked him what’s the most exciting news he had to share at this event. For those that know data, it was no surprise. It is all about Data Governance and their Informatica’s Cloud Data Governance Catalog (CDGC) and a system of truth. The intent of the CDGC is to enable metadata and catalog information directly to AI agents. Now AI agents can plug into and leverage the data governance solutions already in place.

    Fixing the Data Problem

    If we cannot put garbage in, we must first fix that data problem so we are not starting with garbage. DataSwitch wants you to know, data migration doesn’t have to be painful. DS Data Maps focuses on data lineage and traceability. This enables one to have visibility during the migration. They also lean in on data democratization with their engineering agent. This agent is designed to streamline data access through simplifying complex data engineering tasks. Their Newest Innovation is ‘Switchi’. Switchi enables data migration into the Informatica Intelligent Data Management Cloud without Power Center being required.

    Bringing their deep data experience based out of Washington DC Incept Data Solutions is an Informatica Platinum Partner. Their core focus is all about data management including governance and data quality. Whether your organization need help with integration, or data governance or AI readiness, they are there to serve. Incept can engage through outsourcing, complimenting your team or staffing them with temporary or permanent staff.

    Turning AI into Reality

    Now that are data is AI ready, one can start thinking about business impact. Miracle Software Systems provides the Rapid Innovation Prototyping Service or RIPS. RIPS is designed to help your organization move from piloting to a prototype to less than 6 weeks. With a history of working with SMB all the way to Fortune 100, this Detroit based company also has your connector needs covered.

    With over 1000 certified Informatica Professionals, Accenture was onsite and ready to help your business. Their portfolio of services spans data ingestion and integration, master data management (MDM), data curation and ensuring data products are ready for business. With today’s current data demands, they firmly believe this practice will continue to grow strong.

    Cognizant was on hand to share their four key focus areas with Informatica’s clients needing assistance. Specifically, data management, outcome-based solutions, AI development and strategic collaboration. Their primary theme is focused on delivering outcome-based solutions. Now who doesn’t want an great outcome?

    Conference Vibe

    Taking a trip down memory lane, Informatica World brought us back to the very first TBW Advisors’s Conference Whispers: Informatica World 2019. In the meantime, we have grown by leaps and bounds and Informatica was just acquired by Salesforce. Gone were the orange competitions we were so touched to observe. In came the blue wash of Sales Force. Speaking to many attending during lunch, it seemed internally, the closer the employee is to hands on data engineering the more excited they were about the acquisition. Data governance and master data management have always been Informatica’s strength making them a great talent acquisition purchase. A majority of the customers also seemed quite excited about the acquisition. Being a vendor hosted event,  registration was efficient and a full lunch was served! For those who were still hungry, Mandalay Bay Food Court was fully open. Enjoy the walkabout to and through expo hall. We always try to bring you fresh vendors in our coverage but you will recognize many brands in the walkabout from our coverage of other data events such as the Put Data First.

    We once again live streamed from on site. On Wednesday requesting those attending to find me to answer Questions for Whisper Reports, to introduce all to TBW Advisors LLC, and requesting assistance. Specifically, I requested assistance on your favorite videos for my syndicated segment on the May 23rd nationally broadcast edition of Computer Talk Radio.

    We conducted research for Six additional forthcoming Whisper Reports for our clients. The playlists are unlisted but available with the video version to be distributed via YouTube Whisper Club upper tier membership area on our YouTube Channel.

    1. Whisper Report: What data problem slows AI adoption most?
    2. Whisper Report: Where does data governance break in real life?
    3. Whisper Report: What breaks first when data agents go solo?
    4. Whisper Report: What AI breakthrough is one dataset away?
    5. Whisper Report: Where is data visibility still missing?
    6. Whisper Report: What data rule would you enforce tomorrow?

    Readers and viewers wishing to experience the entire event are encouraged to view the Conference Whispers: Informatica World 2026 Playlist in its entirety. The playlist will be sited in the end screen, description, and as a pinned comment of the video edition.

    The video edition will conclude with gratitude towards those that contributed and a montage of responses to Bonus Question, “What’s the best part about attending the Informatica World live in Las Vegas?”.

    Next Year’s Conference  

    Informatica has been purchased by Salesforce and is being integrated into their Data 360. As such no word on if Informatica World will once again return to Las Vegas or if it will be folded completely into Dreamforce.   

    *When vendors’ names are shared as examples in this document, it is to provide a concrete example of what was on display at the conference, not an evaluation or recommendation. Evaluation and recommendation of these vendors are beyond the scope of this specific research document. Other examples products in the same category may have also been on display.

    Corporate Headquarters

    2884 Grand Helios Way

    Henderson, NV 89052

    ©2019-2026 TBW Advisors LLC. All rights reserved. TBW, Technical Business Whispers, Fact-based research and Advisory, Conference Whispers, Industry Whispers, Email Whispers, The Answer is always in the Whispers, Whisper Reports, Whisper Studies, Whisper Ranking, Whisper Club, Whispers, The Answer is always in the Whispers, Vegas Convention Library, and One Change a Month, are trademarks or registered trademarks of TBW Advisors LLC. This publication may not be reproduced or distributed in any form without TBW’s prior written permission. It consists of the opinions of TBW’s research organization which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, TBW disclaims all warranties as to the accuracy, completeness or adequacy of such information. TBW does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by the TBW Usage Policy. TBW research is produced independently by its research organization without influence or input from a third party. For further information, see Fact-based research publications on our website for more details.

  • Conference Whispers: Customer Connect Expo 2025

    Conference Whispers: Customer Connect Expo 2025

    Las Vegas, NV April 16-April 17

    Published to clients: April 22, 2025                ID: TBW2078        

    Published to readers: April 23, 2025

    Analyst(s): Dr. Doreen Galli

    Photojournalist(s): Dr. Doreen Galli

    Abstract:    

    After over 200 minutes of recording, 6 flights of stairs, and over 30 factchecks, our coverage of the rebranded Customer Connect Expo 2025 or CCE25 closes. The event featured over 43 keynotes and seminars and over 200 vendors exhibiting. Keynotes included discussions on customer loyalty, employee satisfaction, data-driven personalization, and AI in customer experience. A seminar focused on enhancing call centers with AI agenst is also included. Exhibits ranged from technology supporting customer experience and call centers, data consolidation and customer 360, to entire platforms and BPO services.

    The Conference

    • The event featured over 43 keynotes and seminars and over 200 vendors exhibiting.
    • Technologies covered include telephony, networking, SIP, call blocking, data, data management, data fabrics, customer 360, AI, LLMs, agentic AI, conversational AI, and bots.

    Cautions

    • Just because a solution ‘works’ doesn’t mean the product was designed with customer privacy in mind.
    • Platforms that combine multiple functions can look like a quick win unless you already have installed components or desire to switch a specific function to a best in class. Ensure any ‘platforms’ leverage standards for any components. By adhering to standards, customers can avoid vendor lock into the platform and keep the door open for maximum architectural flexibility.

    Conference Vibe

    After over 200 minutes of filming, 6 flights of stairs, over 30 fact checks, our coverage of the rebranded event, Customer Connect Expo 2025, or CCE25, comes to a close. CCE25 opened with a grand ribbon cutting ceremony featuring the Global Voice of Customer Experience, Dennis Wakabayashi. TBW Advisors LLC’s clients and subscribers may recognize Dennis from last year’s AMA Industry Whispers event with Dennis. Admittedly, this event is one we always look forward to having covered it in 2023 and 2024 under its previous branding of CCCLV for Call & Contact Center Expo Las Vegas. The event features 4 stages hosting a total of 43 keynotes and seminars. The theaters for the speakers were mixed amongst over 200 exhibitors in expo hall. The keynotes and seminars were full coming in just under maximum capacity. The last two years, there were notable audio issues for the speakers. This year they had a dual audio set up with headphones and speakers. I only heard one major feedback sound the entire event. In fact, the sound worked so well that it kept the audience enthralled preventing them from walking around as much as in previous years. This led exhibitors to politely describe foot traffic as a “slow”. While the total booth traffic was light, the exhibitors did admit that the leads they obtained were rock solid with most easily covering the expenses. In other words, everyone was there was serious about conducting business with not much fluff. Food was also available within the expo hall itself.

    While at CCE25, we conducted research for three additional forthcoming Whisper Reports for our clients. The playlists are unlisted but available and will eventually fill in with the video version of the report so you may wish to bookmark these playlists.

    1. Whisper Report: How can we integrate AI-driven customer service solutions with our existing IT infrastructure?
    2. Whisper Report: What are the most effective strategies for ensuring data security and privacy in customer interactions?
    3. Whisper Report: How can we leverage customer interaction data to drive business insights and innovation?

    Readers and viewers wishing to experience the entire event are encouraged to view the Conference Whispers: CCE25 playlist in its entirety. Once the video edition is available, the playlist will be sited as a pinned comment on the video edition. It is also easy to locate any previous Conference Whispers playlists through TBW Advisors Website under Subscribers research/Conference Whispers.

    Sessions

    During our coverage at CCE25 we were able to catch 4 keynotes and one seminar. The first keynote we captured was by Pfizer’s Wayne Simmons. Wayne reminded all that customers want companies that are interested in partnering for life when possible. In many domains such as banking, it is very inconvenient and takes significant effort to switch companies. One a customer is lost – it is expensive to reacquire that customer if at all possible.

    Ford’s Dr. Kalifa Oliver drove home the obvious but too often overlooked point. If an employee is miserable and being treated horrible, how do you think they will treat your customers? A company should not be worried about an employee being happy but rather ensuring they have the tools and support to do the job. The development of employee satisfaction tools tend to be behind customer satisfaction tools but they need not be separate tools. It’s simple, data shows a satisfied and empowered employee is more likely to provide a positive customer experience.

    The second day keynotes kicked off with Macy’s Siva Kannan Ganesan on the power of data. Siva highlighted the importance of capturing customer data including every click. A customer experience must be engineered. The two-tower approach was recommended for one’s digital strategy the achieve the ultimate in personalization.

    Ring Central’s John Finch was on the Keynote stage to talk about Agentic AI driving the next generation of customer experience. The presentation went beyond revealing the next generation of customer experience tools. Context for the value contributed by conversational AI, generative AI, bots as well as the power of agents and personalized assistants was also provided. Expanding on that agentic AI theme was a seminar on expanding your call center with AI agents. Mitrol’s Francisco Trojano shared their approach to improve contact center’s impact. This seminar included various success stories.

    Solution components

    The exhibits had a large variety of vendors including various components of solutions to create the ultimate customer experience. To the surprise of some, fax usage has risen 23%. Faxsipit shared their solution that won’t create a chain of mis transmissions and errors even for 1400-page documents! Perhaps, like many of the exhibitors, you are meeting and speaking with your prospects at a conference and don’t want to miss any of the potential leads. Claritiv shared their solution to capture and enable your ability to analyze these interactions. Need a method to see what the customer is experiencing first hand? With Blitz you can send a quick link that allows them to share their camera view without downloading a mobile application. Perhaps you interact between the physical and digital world and want a vendor that can help you? Put Unified Direct Solution on your radar who specialize in optimizing such a scenario including balancing needs based upon conditions. If you are short of staff and are thinking about outsourcing but not sure you want your customers to deal with outsourced agents, you might want to evaluate Kongusto. Now that you have all this staff, you’ll want them to feel like a team even if they are spread around the world. To that end, Nexgen virtual office shared their next generation of leveraging technology to create the ultimate in virtual office. Regardless of your technology, if you were seeking to market your solution, Greenstar Marketing was there with their services.

    Data Centric, Platforms, and BPOs

    There were exhibitors with products focused on bringing your data together and providing insights. Maprehend focused on the expertise of your very best employee and empowering all. Likewise, if you wanted to clone your best sales agent, Verse.ai focuses on the best message on the right channel to deliver results. Enthu.ai connects and consumes all your customer interactions with a side of automation to provide useful customer insights. Diabolocom leverages a proprietary AI solution that is trained exclusively on your data for your private model. Zaon’s approach is to start with the problem or use case and connects the subject matter experts to create solutions.

    If you are seeking a contact soluton provider beyond the data and perhaps a solution that is actually a carrier, Nobelbiz is a telephony carrier and can assist if your calls are not getting connected correctly. Assembled is a support operations platform with three pillars. One pillar handles AI agents through all forms of contacts, second is vendor management offering including handling billing, and third workforce management to increase productivity. A platform for omni channel communications highly integrated with AI agents is available through Mitrol as described earlier in their seminar. If you are looking for a platform with a side of business process outsourcing (BPO), Etech harnesses the power of AI to drive your customer experience through calls, chats and all customer interactions. The three focus areas include contact center services, Quality and analytics and customer development. ValueLabs leverages its own generative AI platform built leveraging various LLMs. ValueLabs focuses on four areas: outsourced product development, quality engineering, data engineer and process automation. ProntoBPO offers shared services, rental stations, BPO as well as software development. ProntoBPO specializes in verticals such as Pest, Lawn and HVAC services.

    Next Year’s Conference

     CCE conference will unfortunately move to Atlanta, GA for 2026.

    *When vendors’ names are shared as examples in this document, it is to provide a concrete example of what was on display at the conference, not an evaluation or recommendation. Evaluation and recommendation of these vendors are beyond the scope of this specific research document. Other examples products in the same category may have also been on display.

    ©2019-2025 TBW Advisors LLC. All rights reserved. TBW, Technical Business Whispers, Fact-based research and Advisory, Conference Whispers, Industry Whispers, Email Whispers, The Answer is always in the Whispers, Whisper Reports, Whisper Studies, Whisper Ranking, The Answer is always in the Whispers, and One Change a Month, are trademarks or registered trademarks of TBW Advisors LLC. This publication may not be reproduced or distributed in any form without TBW’s prior written permission. It consists of the opinions of TBW’s research organization which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, TBW disclaims all warranties as to the accuracy, completeness or adequacy of such information. TBW does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by the TBW Usage Policy. TBW research is produced independently by its research organization without influence or input from a third party. For further information, see Fact-based research publications on our website for more details.

  • Whisper Report: Business Agility Requires Modern Data Management

    ABSTRACT

    Business agility is a must during these pandemic times. Business agility requires data-driven decisions. Data-driven decision making requires data agility and the modernization of data management to enable business-led analytics. The most common, successful, and scalable data management modernizations involve data virtualization, IPaaS, and data hub technologies to provide a data layer.

  • Whisper Report: Six Data Management Optimizations You Need

    ABSTRACT

    Digital transformation requires business and execution agility. Modern data management solutions frequently provide six types of optimizations. Push down optimizations, remote function execution and functional compensation enable full leveraging of the environment. Automation, such as auto ETL, no hard-code and the ability to leverage autoscaling without significant configuration, enables agility and simplifies even the most complex global hybrid environments.

  • Whisper Report: Six Advantages of Copy Data Management

    Online Research Summary

    ABSTRACT

    Copy data management solutions are being added to architectures to address the demands of CCPA and GDPR. Copy data management is a capability available as a stand-alone data management tool, as well as provided within data virtualization platforms. Advantages of copy data management discussed in this research include the ability to stop orphan data copies, eliminate extra storage costs and keep copies up to date. Advantages discussed also include the ability for copies to be kept equal to each other, simplified governance and accelerated development.

  • Whisper Report: Five Quantifiable Advantages of Data Virtualization

    Online Research Summary

    ABSTRACT

    Data virtualization platforms have numerous benefits to organizations that add it to their architecture. This research examines five quantifiable advantages enterprises that adopt data virtualization experience. Quantifiable advantages include user access to data, copy data management, centralized governance, increased agility, and reduced infrastructure costs. Data Virtualization platforms provide measurable advantages to the digitally transformed and significantly contribute to the return on investment (ROI) realized by the architecture.

  • Whisper Report: Six Use Cases Enabled by Data Validation Platforms

    Online Research Summary

    ABSTRACT

    When selecting technologies for your data architecture, it is important to understand common use cases enabled by the technology. This research examines six use cases enabled by data validation and the architecture capabilities used to support the use case. To this end, we examine the validation of ingestion and transformations, the data migration, as well as cloud update use cases. The use cases for production monitoring, completeness of data sets, the ability to compare BI tools’ values, as well as data DevOps are also evaluated.