What AI topics do you want us to go deep on next—and why?

Help us prioritize the next wave of AI Expert Circle content. What AI or agentic workflow topics do you want deeper, practitioner‑level content on—strategy, architecture, governance, delivery patterns, or real enterprise lessons learned? Are there specific questions you’re wrestling with today?

:backhand_index_pointing_right: Reply to this conversation thread with the topics you’d like us to cover.

Hi, Greetings. I would like to learn more on Document processing with Pega GenAI with practical level content and any lessons learned from clients.

Regards,
Bharat

Can we have discussion on differences in using Pega OOTB LLMs, customer LLMs and RAG?

GenAI capability for suggesting/creating rules (when/data transform/decision tables etc..) based on the feature description in natural language…just like GenAI Blueprint auto-generating workflows based on the app description in natural language…

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  • Using GenAI capabilities to build PegaUNIT test cases
  • Using GenAI capabilities to build Pega scenario testing
  • Using GenAI capabilities to enhance Pega’s overall test automation suites

How LSA/CSSA roles are likely to evolve in the AI world?

you may like this post then: Auto Generate your Tests with AI in Infinity '25

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Good suggestions. Have you seen this one? Document Analysis: Pega Doc AI vs. OCR + NLP - #2 by STEWJ

That is a great info. Looks like it shows leveraging GenAI at the case-level & application-level test suite. It will be great if GenAI can be also used at the Pega unit-level. The bottom part of the test automation pyramid. Currently, teams spend a significant portion of delivery time in manually bulding and maintaining Pega Unit test cases (e.g. in our gov project we have over 9000+ unit test cases created & maintained all manually) that often give us a challenge to convince clients to invest in Pega Units. CC: @coats1

I would like to better understand the roadmap for agent interoperability, with MCP, A2A.

I think that our agent orchestration capabilities, in complex architecture scenarios, can be a significant differentiator, and it would also be important to understand how our competitors are positioning themselves in this scenario.

Great suggestion.

The ‘external lens’ you mention is interesting. not just from the perspective of other vendors (/competitors), but actually also on the true synergy we offer here with the hyperscalars and other major players in the agent ecosystem.

We have around 10 posts on MCP/A2A rigjht now, have a quick browse. Do you have additional specific questions or ideas after reading this?

I will give you one: in the field people have developed MCP interfaces on DXAPI, and the product team is working on formal capabilities as well to expose Pega as a tool, I can imagine this might be interesting on top of the out of the box capabiltiies we already have.