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Roadmap

What we're building, what's next, and what we're exploring. Updated monthly.

Last updated: March 2026

Have a feature request? Open an issue or start a discussion.


Now (Active Development)

These are in progress or shipping soon.

Connectors

  • Shopify live connector — analyze orders, products, and customers without CSV export (#1)
  • Stripe live connector — subscription analytics, MRR, churn directly from Stripe (#2)

Analysis Modules

  • Bayesian A/B testing — posterior distributions, credible intervals, expected loss
  • Text/NLP analysis — sentiment analysis, topic modeling, keyword extraction from text columns
  • Causal inference — difference-in-differences, synthetic control, regression discontinuity

Platform

  • Scheduled reports — run an analysis on a recurring schedule and get notified
  • PDF export — download any interactive report as a formatted PDF (#4)
  • Team workspaces — share datasets and reports within an organization

Next (Planned)

Designed but not yet in active development. Timing depends on demand — open an issue to let us know what you need.

Connectors

  • HubSpot — CRM contacts, deals, marketing events
  • Salesforce — opportunities, pipeline analytics
  • QuickBooks — financial data, P&L analysis
  • PostgreSQL / MySQL — direct database connections for internal data

Analysis Modules

  • Forecasting ensemble — combine ARIMA, Prophet, and exponential smoothing with automatic model selection
  • Customer journey mapping — sequence analysis across touchpoints
  • Geospatial analysis — regional patterns, heatmaps, distance-based clustering
  • Survey analysis suite — Likert scales, factor analysis, structural equation modeling

Platform

  • API webhooks — get notified when analyses complete
  • Custom report branding — add your logo and colors to reports
  • Comparison reports — run the same analysis on two time periods and highlight changes
  • Dataset versioning — track changes to your data over time

Later (Exploring)

Things we're thinking about. No timeline yet.

  • Real-time streaming connectors — analyze data as it arrives (Kafka, webhooks)
  • Embedded reports — iframe reports into your own dashboards
  • White-label API — run MCP Analytics under your own brand
  • R/Python notebook export — download the code behind any analysis
  • Multi-language reports — generate insights in languages other than English
  • On-premise deployment — self-hosted option for regulated industries

Recently Shipped

Feature Version Date
GA4 connector 1.0.3 Mar 2026
Google Search Console connector 1.0.3 Mar 2026
Agent Advisor (conversational AI) 1.0.3 Mar 2026
5-signal semantic discovery 1.0.2 Jan 2026
OAuth 2.0 with PKCE 1.0.1 Oct 2025
Interactive HTML reports 1.0.1 Oct 2025

How We Prioritize

  1. User demand — issues and module requests with the most upvotes ship first
  2. Build feasibility — our autonomous module builder can ship new analysis types in days, so module requests often move fast
  3. Strategic value — connectors and platform features that unlock new use cases

The fastest way to get something built: open a module request with a clear description of your data and the question you're trying to answer.