The agentic use cases we deploy across the executive suite, mapped by seat and signal stream, from customer retention to dynamic content. Governed, auditable, and human-in-the-loop.
GoalSurface churn risk from real customer conversations.OutcomeCSMs act on at-risk accounts before the renewal, not after it.
System. Gong transcripts and HubSpot context flow through a custom scrubbing pipeline that strips PII and normalizes records into Snowflake. Claude Code scores churn risk per account and drafts the recommended play, then writes the signal back to HubSpot and alerts the owning CSM in Slack.
GoalTrack every competitor move on features, pricing, and positioning.OutcomeA ranked, always-current view of the field, refreshed on a schedule.
System. A scheduled GitHub Actions job runs Apify and Playwright crawlers across competitor sites. Snapshots land in Neon, where Claude Code detects changes, extracts the substance, and ranks moves by threat level. Results post to a Notion board, a Google Sheets ranking table, and a Slack digest.
GoalHear what the market actually says about your brand and products.OutcomeEarly trend signals, not lagging vanity metrics.
System. Apify and Playwright harvest forum and community discussion into Postgres. Claude Code classifies sentiment, clusters themes, and isolates emerging trend signals. Aggregates roll up into Snowflake and surface through a Vercel dashboard, with high-priority shifts pushed to Slack.
GoalTurn live market signals into content that earns AI and search visibility.OutcomePublished, on-brand answers tuned for AEO and GEO, on a continuous loop.
System. Signals from the sentiment, competitive, and trend systems plus brand assets from Google Drive and the Filesystem MCP consolidate into a Snowflake or Neon layer. Claude Code generates AEO and GEO optimized content, routed to Notion or Monday for human review, versioned in GitHub, and published through Vercel. Performance feeds back to sharpen the next cycle.AEO: Answer Engine Optimization · GEO: Generative Engine Optimization