Workprentice for Product
Feature requests clustered, competitors tracked, sprints prepped.
Your apprentice synthesizes signal from every feedback channel, monitors the competitive landscape, and prepares your team for every ceremony — so you build what matters.
Signal from noise
Feature Request Clustering
Analyzes every support ticket, sales call note, NPS comment, and feedback form submission. Clusters requests by theme, weights by revenue impact and frequency, and maps them to your existing roadmap. Surfaces the features your customers are actually asking for — not the loudest one from last week's Slack thread.
Competitors tracked daily
Competitive Feature Tracker
Monitors competitor changelogs, product blogs, App Store updates, and social announcements. Maps new features against your roadmap: what they shipped that you planned, what they shipped that you didn't, and what they're signaling with job postings. Your competitive matrix, always current.
Sprint ceremonies prepped
Sprint Retrospective & Planning Prep
Before every retro, your apprentice pulls velocity trends, completion rates, carryover tickets, and blocker patterns. Drafts talking points with data. Before planning, it summarizes what's ready for dev, what's blocked on design, and what dependencies are at risk. Ceremonies start informed.
User behavior decoded
Product Analytics Synthesizer
Connects your analytics platform (Amplitude, Mixpanel, PostHog) to your roadmap. Identifies features with declining engagement, onboarding steps with high drop-off, and power-user patterns worth amplifying. Delivers a weekly product health report that tells you where to invest and where to cut.