Changelog

What's new in Fairway

We ship weekly. Here's what's landed.

March 2026

Feature

Adaptive Learning & Feedback Loop

  • Section-level feedback: rate any section thumbs-up or thumbs-down to shape future outputs
  • Free-form preference notes: tell Fairway what matters most to you
  • Adaptive output generation: future runs automatically adjust emphasis and detail based on your feedback
  • Feedback aggregation across recent runs — consistent preferences are reinforced, one-off reactions are not
  • Works across all utility types: Forecast Prep, Executive Report, Field Intelligence

March 2026

Feature

Automatic Sync & Activity Intelligence

  • Automatic background sync every 4 hours — your data is always fresh
  • Pre-run freshness gate: stale data triggers a sync before any utility runs
  • Post-sync automation: pipeline snapshots and theme extraction trigger automatically
  • Activity intelligence: engagement signals from Salesforce and HubSpot inform deal risk scoring
  • Concurrency controls prevent API rate limiting during peak sync windows
  • Real-time sync status with toast notifications

February 2026

Feature

Smart CRM Import & CSV Mapping

  • AI-powered CSV column mapping — upload any spreadsheet and Fairway maps it automatically
  • Data readiness assessment before running utilities — know if you have enough data
  • Rep quota management for accurate forecast analysis
  • Deal deduplication across CRM and CSV sources
  • HubSpot owner and company name resolution

January 2026

Feature

Field Intelligence & Temporal Memory

  • Field Intelligence utility: turn call transcripts into revenue-quantified insights
  • Temporal memory: every run remembers the last — track pipeline evolution week over week
  • Pipeline snapshots and deal history diffing
  • Theme extraction from call transcripts
  • Commitment tracking from prior forecast calls

December 2025

Integration

Sharing & Integrations

  • One-click shareable reports with branded CTA footer
  • Password-protected share links with view analytics
  • PDF, PowerPoint, and Google Slides export for all utility outputs
  • Gong integration for call transcripts
  • Fathom, Fireflies, and Chorus integrations

November 2025

Launch

Launch

  • Forecast Call Prep: call-ready agendas with rep-specific questions
  • Live Call Companion: run the forecast call with agenda tracking, deal decisions, and commitment capture
  • Conversational refinement: iterate on any output in plain English
  • Executive Report: board prep, weekly updates, monthly reviews
  • Salesforce and HubSpot CRM integrations
  • Ask Fairway AI chat for freeform revenue questions
  • 30-day free trial with Stripe billing

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