Upcoming features are subject to change based on customer feedback and priorities.
Roadmap at a Glance
Recently Shipped
New releases now live.
Available Now
Current capabilities you can use today.
Coming Next
Features in active development.
On the Horizon
Longer-term planned capabilities.
Explore the Roadmap
1
Recently Shipped
AI assistant MCP
Connect Claude, ChatGPT, or a coding agent to query the warehouse.
Shared Slack access
Slack Connect intersects store access instead of widening it.
Streaming Slack replies
Live task progress, native Good/Bad feedback, and ordered file attachments.
Thread Continuity
Follow-up questions keep context in the same Slack thread.
Raw Data Pulls
Pull rows and specific fields, with CSV export attached automatically.
Multi-Store Scoping
Each thread is scoped to one store for multi-store workspaces.
2
Available Now
Ask the AI Analyst questions in Slack and get answers backed by your SourceMedium data.
Ad-hoc Questions
From straightforward metric checks to open-ended questions.
Deep Analysis
Runs for open-ended questions and combines two analyses into one answer.
Definitions & Schema
Ask what a metric means, how it is calculated, or where specific data lives.
Data Diagnostics
Run Data Health and Attribution Health checks on demand.
Thread Follow-ups
Continue analysis in the same thread. In channels, mention
@SourceMedium to keep context.Raw Data Pulls
Ask for rows, fields, and exports. Raw pulls skip Deep Analysis and attach CSV output.
Connect your own assistant
Copy the connection URL from the AI assistants page. Works in Claude, ChatGPT, and coding agents like Claude Code and Cursor.
Workspace Access Controls
Installs and usage are limited to approved workspaces and users.
3
Coming Next
Advanced Attribution Health & Diagnostics
Deeper attribution analysis with recommendations to improve tracking and data quality.
User Preferences
Set your analysis preferences once and get consistent answers tailored to your needs.
Long-Term Memory
Get more relevant answers over time as the AI builds context from your past conversations.
Recurring Reports
Schedule automatic daily, weekly, or monthly analyses delivered straight to Slack.
4
On the Horizon
Proactive Monitoring
Get alerted to significant changes without asking (for example, “Meta ROAS dropped 15% this week”).
Custom Table Support
Connect your own BigQuery tables and custom logic alongside SourceMedium data.
Fine-Grained Access Control
Set permissions to control who can query specific stores, tables, metrics, or analytical domains.