I agree with Qasim that today the orchestration model is much more Architect-driven than true AVA-to-AVA chaining.
What I've been seeing in practice is that the "single AVA per business outcome" approach tends to work much better operationally, mainly because once you start splitting responsibilities across multiple AVAs, some challenges appear quickly:
Robert's scenario is actually a very interesting real-world use case and highlights one of the current architectural gaps.
Today, AVA does not behave like a fully persistent conversational memory layer across independent AVA instances. So if a human agent transfers the interaction to another AVA/domain, you usually need to explicitly pass context through:
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start_context
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participant data
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tool outputs
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external state storage
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Architect orchestration
Otherwise, the second AVA may lose important conversational/business context and force the customer to repeat information.
I also agree with Bernard's point that relying excessively on Data Actions purely for conversational memory persistence can become operationally heavy very fast, especially at scale. Technically workable, but not always elegant from a solution architecture perspective.
Personally, I think one of the biggest future evolutions for AVA will likely be around:
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native conversational memory/state handling
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variable declaration inside AVA
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easier context persistence
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reusable orchestration between reasoning domains/tools
because once customers move from simple FAQ use cases into true multi-step agentic orchestration, these limitations become much more visible.
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Gabriel Garcia
NA
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Original Message:
Sent: 04-01-2026 13:08
From: Kashaf Chaudhry
Subject: Agentic Virtual Agents
Hi Everyone,
Is it possible to chain multiple AVA's such that one AVA can kick off another one if the customer asks for multiple actions to be taken. If not, is there way to do it or is this on the roadmap?
Thanks
#AIConfiguration
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Kashaf Chaudhry
Customer Success Director
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