AI Does the Work. You Achieve Vision.
VOX is an AI engine that turns multi-channel stakeholder feedback into powerful insights and execution-ready plans — so your product stakeholders focus on vision, not logistics.
The Last Shift Left
Every engineering org knows the principle: the earlier you catch a problem, the cheaper it is to fix. That's why you shifted testing left. Then security. Now AI dev tools like Claude Code, Copilot and Cursor have shifted delivery itself left — code ships faster than ever. But none of that matters if you're building the wrong thing. The most expensive defect in software isn't a bug — it's a feature nobody asked for. Vox shifts left past code, past design, all the way to the origin: how your team decides what to build next. It's not a replacement for your agentic coding tools — it's the missing piece that makes them worth having.
Business Teams Need Better Tools
AI-powered development tools are transforming how fast software gets built. Code that took weeks now ships in days. But faster delivery only amplifies an existing problem: if what you build isn't what the business actually needs, you just get to the wrong answer quicker. The bottleneck has shifted upstream — to the people deciding what to build. Your POs sit between the business and technology, translating in both directions. But the sheer volume of feedback, channels, and stakeholders makes it impossible for any team to keep up manually. They need the same AI leverage that development already has.
Your delivery teams are drowning in coordination work
Product delivery teams are where strategy meets execution — they turn vision into working software. But they spend 80% of their time chasing status updates, aligning stakeholders, and managing handoffs instead of actually building. Their capacity is burned on process, not product.
Feedback volume outpaces any team
Traders on the turret. Sales in Symphony. Quants over email. Risk in meetings. The volume and velocity of feedback across a modern trading floor is more than any product owner — or team of product owners — can monitor. Critical requests fall through the cracks every day.
Context gets lost before it reaches development
By the time a trader’s request reaches a developer, it’s been summarised, re-summarized, and filed as a ticket. The urgency that made it critical is gone. The business context that explains why it matters is stripped out. Rework follows.
POs lack the data to prioritize with confidence
Without a complete, structured picture of what the desk is asking for, prioritisation defaults to gut feel and politics. Product owners know this is wrong — but they don’t have the tooling to make it evidence-driven.
AI Does the Heavy Lifting. Your Team Makes the Calls.
Capture
Vox connects to Symphony, email, and voice channels across your floor. AI monitors every conversation in real time — so your PO team never misses a signal, no matter how many business lines they cover.
Analyze
AI reads every message — including informal trader shorthand — extracts the core request, detects sentiment and urgency, and clusters related feedback into coherent business themes. Hours of manual triage, done in seconds.
Decide
Product owners and managers review AI-generated themes on a real-time dashboard, backed by raw evidence from the desk. They reshape, re-prioritise, and approve — armed with data, not guesswork.
Execute
AI converts approved themes into structured execution plans — epics, stories, acceptance criteria — and pushes them directly to Jira. Your PO team goes from decision to developer handoff in minutes.
Purpose-Built for Tomorrow's Business Needs
A single interface where AI-synthesized feedback meets human decision-making. Review themes, approve execution plans, and track delivery — all backed by evidence from the desk.
From Feedback to Execution Plan in Minutes
AI synthesizes dozens of raw feedback signals into a structured execution plan — complete with objectives, scope, success criteria, and risk flags. Stories are sized and ready for your sprint.
- AI-drafted stories with acceptance criteria
- Success criteria linked to real desk feedback
- Risk flags surfaced before development starts
- One-click approval to push to Jira
Turn Scattered Ideas into Strategic Initiatives
Great ideas come from everywhere — the desk, the quant team, a conversation in the lift. Vox Ideation gives every stakeholder a structured place to propose, refine, and champion new initiatives — with AI helping shape raw thoughts into actionable proposals.
- AI-assisted refinement turns rough ideas into structured proposals
- Stakeholder comments and voting surface the strongest ideas
- One-click conversion from approved idea to execution plan
- Full audit trail from initial spark to delivery
Everything AI Handles For Your Team
Multi-Channel AI Ingestion
AI monitors Symphony, email, and voice channels in real time — giving your PO team complete visibility across every business without switching between tools.
AI Insight Extraction
Powered by Anthropic Claude, the AI reads every message and extracts the core request — even from informal trader shorthand. Your POs get structured insights, not raw noise.
AI Theme Clustering
Related feedback is automatically grouped into business themes. Your PO team sees that 15 people asked for the same thing — not 15 separate tickets to manually deduplicate.
Real-Time Dashboard
A continuously updated view of everything the desk is asking for. Product owners filter by business line, urgency, sentiment, or time period to stay ahead of emerging needs.
Theme Reshaping Tools
AI provides the starting point — your POs make the final call. Split, merge, rename, and re-scope themes before approval. Human judgment, amplified by machine-scale evidence.
AI Plan Generation
One click and the AI drafts the plan: epics, stories, acceptance criteria. Your PO team reviews and refines — cutting days of spec writing down to minutes.
Jira Bidirectional Sync
Approved plans push directly into your existing Jira infrastructure. Status updates flow back into Vox so POs track progress without switching tools.
Complete Audit Trail
Every piece of feedback, every AI analysis, every decision is logged and traceable. Your PO team can always show the desk why a decision was made.
Do More With Less
Reduction in feedback-to-backlog cycle time
More feedback signals captured per desk
More desks covered per product owner
Requests lost between channels
Built for Regulated Environments
Vox deploys inside your security perimeter across AWS or GCP, processes data within your private cloud network, and meets the compliance standards global banks require. AI power without AI risk.
Multi-Cloud Deployment
Deploys to AWS or GCP — your choice. Runs entirely within your cloud environment. No data leaves your infrastructure. No shared tenancy.
Multi-Model AI Processing
AI inference runs through your choice of foundation model — Claude on AWS Bedrock, Gemini on GCP Vertex AI, or others — within your own account. Your data is never used for model training.
End-to-End Encryption
All data encrypted in transit (TLS 1.3) and at rest (AES-256). OAuth 2.0 with scoped permissions.
Role-Based Access Control
Granular permissions with SSO and Active Directory integration. Traders, managers, and admins each see only what they should.
Full Audit Logging
Every action logged with timestamps, actor identity, and before/after state. Exportable for compliance review.
Configurable Data Retention
Retention windows aligned to your governance policies. Automated purge workflows with compliance sign-off gates.
Multi-Jurisdiction Deployment
Deploy into any region where model access is restricted. Run local AI models that comply with regional data sovereignty and residency requirements — no cross-border inference.
Every Signal Makes Vox Smarter
Capture & Organize
Every piece of feedback structured and searchable from the start
Patterns Emerge
Cross-desk trends, recurring themes, and demand hotspots surface automatically
Predict & Prioritize
AI forecasts what desks will need next, before they ask
Capture & Organize
Every piece of feedback structured and searchable from the start
Patterns Emerge
Cross-desk trends, recurring themes, and demand hotspots surface automatically
Predict & Prioritize
AI forecasts what desks will need next, before they ask
The feedback your team captures today becomes the strategic intelligence that drives decisions tomorrow.
Give Your PO Team Superpowers.
Development teams have AI. Your product ownership team should too. Vox gives them the leverage to cover more desks, capture every signal, and make faster, evidence-driven decisions — so the rest of your delivery pipeline is never waiting on requirements. Deploys in your environment and starts delivering value from day one.
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