Feature

Talk to your Code

VocxAI reads your repos the same way it reads customer signals - ask what's built, what owns what, and what a change would touch, in plain language.

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The Custom risk score rule builder feature in VocxAI with its Chat about this feature panel open, answering why rules are stored as JSON and where scoring happens today by citing the actual files - risk-engine/app/rules/evaluator.py and api/Controllers/RiskController.cs

Your codebase, queryable

Once a repo is connected, its structure becomes something you can ask about - not just something you browse.

01

“Which service actually owns webhook retries?”

02

“What would touching the billing service break downstream?”

03

“Do we already have something like this half-built somewhere?”

Use cases

Where teams use it

Validate architectural decisions

Ask agents questions about the PRD, architectural decisions and specs, before approving anything for build.

AI build agents →
Architectural decisions confirmed by analysing the codebase, each one ready to confirm or override before creating specs

Ask about implementation details

Ask agents where functionality lives, or details on a service and how it works in detailed human language.

Revenue Intelligence →
A chat thread asking why a rule schema was designed a certain way and where scoring happens in the codebase

Update architectural decisions, specs and tasks

Don't like an agent's decision? Override it by chatting with the agent and telling it what to do.

How it works →
Confirmed repo roles and component topology decisions, each one editable

Get started with VocxAI

Talk to your Code is one step in the signal-to-PR pipeline. Explore the rest.

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The VocxAI dashboard showing active themes, ARR at risk, running build agents and top feature candidates
Platform How it works The full signal-to-PR pipeline.
The Talk to your data panel answering a question about a theme, quoting the customer signals behind it
Understand Talk to your Data Ask questions across your customer signals.
The Competitor Intel feature matrix showing gaps, competitor mentions and offensive opportunities
Understand Feedback analysis Clustering and classification behind the scenes.
The Revenue Intel view showing ARR at risk by theme, expansion opportunities and open pipeline
Understand Revenue Intelligence Score work by business impact.
A generated PRD showing the problem statement, desired outcome, user stories and primary scenarios
Build AI-generated PRDs From raw feedback to a spec.
A table of build agent runs showing type, duration, cost and linked pull requests, all completed
Build AI build agents Agents write and test the code.
Confirmed architectural decisions and repo roles awaiting human review
Build Human approval gates Review before anything ships.
Branch strategy and a table of completed build agent runs with duration, cost and pull request links
Build GitHub PR automation Opens a reviewable pull request.

Close the loop on your product

VocxAI connects every step from customer feedback to working software - automatically, without coordination overhead.

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