Help Shape the Intelligence Behind Conversational AI
The planned Q1 2027 community alpha will invite informed feedback on a narrow, reproducible demonstration of live supporting intelligence for one voice agent.
A small demonstration designed to be questioned
The first community alpha is expected to focus on one workflow that can be observed, repeated, and improved.
This is an early technical demonstration for feedback, not a commercial release. The objective is to make the handoffs between a voice conversation, supporting tasks, evidence, and policy visible enough for developers to evaluate.
The initial scope is intentionally narrow. It may use simplified data, constrained task types, and illustrative integrations so that the core coordination pattern can be inspected without implying broad production coverage.
What participants should expect
- One defined scenarioNot a general-purpose assistant.
- Reproducible inputsDocumented assumptions and boundaries.
- Open questionsFeedback is part of the engineering plan.
One conversation, several bounded intelligence tasks
Use the stepper to see how a customer pricing challenge could be handled in the planned demonstration. Each step remains simplified in alpha.
Keep the conversation active
One voice agent receives a customer pricing challenge and acknowledges the question while the supporting workflow begins. In alpha, the customer context and pricing scenario will be deliberately constrained rather than treated as a full contact-centre integration.
Turn the question into bounded work
The proposed Live Decision Broker identifies the request, deadline, evidence needs, and permitted actions. The alpha may use a fixed plan and a small set of preconfigured task types; it will not demonstrate every possible routing policy.
Ask supporting specialists to investigate
Several supporting intelligence tasks can examine comparable pricing context, availability assumptions, and relevant business information in parallel. These are planned supporting tasks, not claims of complete live access to external or enterprise systems.
Separate information from permission
Results are collected with source and confidence context, then considered against a policy boundary. In alpha, evidence sources and authorization rules may be illustrative or simulated; a recommendation does not itself grant permission to act.
Return useful updates without pretending certainty
The voice agent receives incremental evidence and a policy-controlled recommendation as the work progresses. The demonstration will show partial results and limitations; it will not promise a production-grade latency, accuracy, or cost outcome.
A voice-led loop with feedback returning to the build
The planned alpha keeps the primary conversation visible while supporting work and community feedback move through separate paths.
Alpha demonstration loop
Conceptual system and feedback flow
Conceptual diagram. The alpha scope, data sources, and integrations remain under development.
Meet developers where technical feedback happens
The project intends to introduce the early demonstration through relevant Reddit developer and AI communities, following each subreddit's rules.
Respectful outreach
Any post, discussion, or request for feedback will be shaped around the requirements of the community in which it appears. The project does not claim specific subreddit partnerships or moderator approvals.
What participants will be asked to evaluate
Feedback is most useful when it is tied to observable behaviour rather than broad enthusiasm.
Help us prepare the right questions
The portable website has no registration backend. Interest is registered by email so the team can understand who wants to hear about the planned alpha.
Register by email
Send a short note describing your technical interests or the kind of feedback you could provide.
A future waitlist API may be considered as an optional integration, but it has not been built.
What to include
Share your role, areas of interest, and whether you would prefer to review the workflow, integration boundaries, evidence handling, or operational questions.
admin@ANDIPLIVE.xyzA clear invitation, not a simulated product flow
The alpha page should be as honest about its boundaries as the planned system should be about its evidence.
There is no fake registration database and no submission-success message. This page opens an email client only. Alpha scope may change as engineering progresses.
Not yet built
- Backend registration or waitlist storage
- Guaranteed participant selection process
- Production integration coverage
Still to be learned
Whether the narrow demonstration is useful, understandable, secure enough to test responsibly, and worth expanding will depend on engineering evidence and participant feedback.
Bring a careful question to the alpha
Read the architecture, follow the development path, or email the team to register your interest in the planned Q1 2027 community alpha.