Rize vs Sunsama
Side-by-side trajectory, velocity, and editorial themes.
Rize ships a Slack agent and in-app MCP chat — time data becomes a conversation, not a dashboard.
Rize's last two weeks are a coordinated push to make time data accessible by conversation. A Slack Agent lets users query hours, team time, and project status from inside Slack; an in-app MCP Chat does the same inside the Rize web app; and the underlying MCP/API surface picked up profitability and granular event tools so an AI assistant can answer revenue-per-client and billable-utilization questions. Alongside that, the v3.0.7 release bundles Timeline Notes, admin time entry management, Group By in reports, Dia browser support, and database performance work.
Rize is positioning itself as a queryable data plane rather than a tracker you log into. The UI features still ship (Group By, Notes, admin tooling), but the directional bets are all about reaching users where the conversation already happens — Slack today, MCP-compatible tools generally. Profitability and event data joining MCP is the signal that this isn't just a search-your-hours toy; it's a finance-facing surface.
Expect a Teams agent to follow the Slack one, and forecasting/anomaly-style MCP tools built on the new events stream — the kind of thing that turns 'what did I do' into 'where am I likely to overrun.'
Sunsama ships Task Priority + Auto-Sort and starts wiring Sunny into MCP — daily planning gets opinionated.
Sunsama is in steady weekly-release cadence, with the bulk of recent work concentrated in two places: the Task Priority + Auto-Sort system, which has just graduated from beta into a documented core feature, and the Sunny AI assistant, which is gaining persistent memory and MCP-callable primitives like get_task_by_id. The integration surface continues to deepen — Linear, Todoist, Jira, Asana imports now carry priority signal through into Sunsama's own model.
The product is moving from 'manual daily planner' toward 'opinionated planner that can be driven by Sunny or external agents.' Auto-Sort is the most telling move: Sunsama is now willing to reorder the user's day on its own based on priority and scheduled time, which is a philosophical step away from the manual drag-and-drop heritage. The MCP work signals they want Sunsama to be addressable by other AI tools — not just consumed via the Sunny UI.
Expect the next few weekly drops to expand Sunny's MCP toolset (write actions, not just reads) and to roll priority rollover into more of the integration importers. A 'Sunny plans your day' end-to-end flow that leans on the new priority + auto-sort plumbing is the natural next milestone.
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