If your team works in Slack, you've felt the pull to run projects there too. The conversation already happens in Slack, so why open another tool to track the work that comes out of it?
That instinct is often right, and sometimes wrong. Slack-native task management fits some teams and some work better than a traditional tool, an AI agent, or no tool at all. The mistake most teams make is skipping the decision. They reach for whatever they used last, without weighing how this team and this work behave.
This post is the framework for making that call. It won't walk through how to set any of them up. For the Slack route, there's already a step-by-step guide to using Slack for project management. The point here is the step before that: looking at your team and your work honestly, so you pick the approach that sticks instead of the one that dies in a month.
A quick definition first. "Project management" here means coordinating the work of any group of people working together. It doesn't need a start and end date. A team doing ongoing work together counts every bit as much.
The four approaches
Most teams land on one of four ways of managing shared work:
- Traditional project management tools — Asana, Monday, Notion, or even a Google Doc.
- Slack-native AI agents — Slackbot, Viktor.
- Slack-native project management — Slack Lists, Chaser.
- No shared tool at all.
Each one trades power against how much adoption it demands from the team. Here's what each looks like in practice, and the risk that comes with it.
Traditional project management tools
This is what most people picture: you set up projects or boards, fill them with tasks, and ask everyone to keep them up to date — or dedicate one person to doing exactly that. These tools have the most powerful visualizations of any approach: timelines, Gantt charts, cross-project reporting. If you're weighing tools in this category against each other, this comparison of Asana and Trello for Slack-heavy teams covers two of the most common picks.
The risk is that the tool lives outside the conversation. It only works as long as everyone keeps updating it, and that's often a challenge when the board sits in one place and the work gets discussed somewhere else.
Slack-native AI agents
This is the newest category, and the appeal is that there's no onboarding and no adoption required. You ask the agent for the status of something, and it scans your Slack conversations and pulls an answer together for you. Slack's own Slackbot can already do a version of this — Slack's guide to its AI features covers what it can summarize and answer. Tools like Viktor go further and let you set up things like repeating reports that get pushed to you.
Two limits to know about. None of these tools are designed to follow up with assignees to make sure work gets done — they report on the work rather than managing it. And AI isn't perfect: it will misinterpret conversations sometimes, and some conversations aren't captured in Slack in the first place.
Slack-native project management
Light onboarding, light adoption. Tasks are created in Slack and fully live there — assigned, updated, and completed inside the conversation where the work came up. Slack Lists is the basic free option; Slack's documentation covers the setup, and this guide to Slack Lists and checklists goes into where it works well and where it runs out. Chaser is the more powerful paid option: it follows up with assignees automatically and adds a project management dashboard for when you need a bird's-eye view.
Both are designed to keep task capture and follow-up close to the conversation, which makes adoption simple for Slack teams. Chaser adds assigned tasks, due dates, automatic reminders, dashboards and status reporting without asking people to maintain a separate workspace.
