AI-Powered Product Management

Virtual Product Owner

Turn any request — from a stakeholder, a client or a department — into structured, prioritized, review-ready work in one session instead of weeks. AI drafts; your team decides.

Why It Matters

The Front of the Funnel, Fixed

Product and service owners lose most of their time before work even starts. This removes that cost.

Weeks become one session

Chasing context, rewriting one-liners, estimating, security triage and story drafting used to take weeks of back-and-forth. Here it finishes in one guided conversation or form.

Every priority is defensible

Scores are reconstructible from stored inputs and the exact scoring policy version they were computed under. No more arguing about why something ranked where it did.

Nothing falls through

Every request gets a reference, an owner, a status and a durable delivery to the right tracker or queue. Requesters can see where it stands without asking.

Humans stay in the decision seat

AI drafts, scores and classifies. People approve, reject and defer — with approval chains that cannot be bypassed and a full audit trail.

Simple Process

How It Works

From request to security-reviewed, delivered work in four steps

1

Describe

Stakeholders describe what they need in a guided conversation; clients and departments use published forms. Every request gets a reference and a workflow.

2

Assess

AI analyzes business value, technical complexity, and risk using RICE and WSJF frameworks to generate priority recommendations.

3

Secure

A dedicated Security Agent scans for PII, auth, payments, and compliance concerns — tagging issues for security review per ISO 27001.

4

Deliver

Approved work is delivered durably to Linear, Jira, GitHub or a service queue — with epics, stories and acceptance criteria where they apply, and status visible to the requester.

Full Toolkit

Everything You Need

From first conversation to delivered backlog — intake, scoring, security, approvals, delivery and cost control in one place

Conversational Intake

A streaming AI interview turns a one-line idea into a complete request — problem, solution, justification, success metrics — with server-validated quality scoring and resumable drafts.

Defensible Prioritization

RICE, WSJF or custom-weighted scoring across business value, complexity and risk. Every score is snapshotted against the policy version it was computed under.

Epics & User Stories

Generated epics with INVEST-compliant stories and Given/When/Then acceptance criteria — editable with revision history before anything is exported.

Security Triage

ISO 27001 and OWASP-aligned classification flags PII, auth, payments and compliance concerns before estimation, not during implementation.

Approvals & Review Cycles

Multi-step approval chains that cannot be bypassed, recurring review cycles that sweep stale requests back into the queue, and a full audit trail on every decision.

Context-Aware Assessment

Agents read your objectives, current backlog, historical estimates, supporting documents and codebase impact — with citations for what they relied on.

Collaboration

Threaded comments, mentions and subscriptions, private attachments, custom fields, request templates and an immutable activity log.

Planning & Analytics

Capacity-aware planning, priority distribution, decision breakdowns, burndown and agent cost — exportable as PDF, CSV and JSON.

AI Cost Controls

Per-organization monthly budgets with alerts, per-run token accounting, and hard rate limits enforced in the database before any model call.

Integrations

Works With Your Tools

Durable, idempotent delivery to the trackers and chat tools your team already uses

Jira

Export · Import · Status sync

Durable, idempotent export of epics and stories; import existing issues; conflict-aware status sync.

Linear

Export · Import · Status sync

Export to Linear teams and projects, import backlogs, keep statuses in step both ways.

GitHub Issues

Export · Import

Create issues from epics and stories, import existing issues with source context.

Slack

Notifications

Signed webhooks, /vpo slash commands, and approve/reject buttons that record real decisions.

Microsoft Teams

Notifications & Commands

Channel notifications, authenticated request commands, and approve/reject actions from Teams.

REST API & Webhooks

Versioned API

API-key authenticated, rate-limited REST API plus signed, retried outbound webhooks for your own systems.

AI Pipeline

Four Specialized AI Agents

A coordinated pipeline that processes requests from intake through security review to delivery

Agent 1
Intake Agent

Guides stakeholders through comprehensive feature request submission using natural conversation.

Adaptive follow-up questions
Real-time quality scoring
Structured data extraction
Agent 2
Assessment Agent

Analyzes completed requests and generates priority recommendations with transparent reasoning.

RICE and WSJF scoring
Risk identification
Backlog comparison
Agent 3
Security Agent

Scans feature requests for security implications and auto-tags work requiring specialist review.

ISO 27001-aligned triage
PII & auth detection
Compliance classification
Agent 4
Output Agent

Generates well-structured epics, user stories, and acceptance criteria for development teams.

INVEST-compliant stories
Given/When/Then criteria
Security tags included
Across the Organization

One Front Door for Every Request

External clients, internal departments and product teams share one intake platform — each with the workflow, visibility and routing they need

Client portal

External clients submit, track and discuss requests through published forms and a portal — without ever seeing the internal workspace.

Configurable published request forms
Client organizations with portal-only access
Private by default; publication is explicit and audited
Curated roadmaps and controlled upvotes per audience
Submission tracking with public-safe updates and replies
Service workflows

One intake platform for every department, not only product. Each request type follows its own versioned workflow.

Versioned workflows by request type
Service groups with accountable queues
Rule-based routing to projects, people or groups
Reliable delivery of routed requests to Linear and Jira
Response targets, escalation and queue monitoring
Beyond product requests

Operational requests skip scoring and story generation and follow their own configured path.

Invoice queries and approval requests to Finance
Change requests with implementation evidence
Restricted security incident reports with responder escalation

Ready to streamline your request intake?

Stop losing time on unstructured requests. Let AI handle the heavy lifting so your team can focus on deciding what matters. Access is by invitation from your workspace administrator.