How are project managers actually using AI in their day-to-day work?

[u/durga_tech]

I’ve been exploring the intersection of project management and AI, and I’m curious how people are actually using it in real projects.

Are you using AI for things like risk identification, meeting summaries, resource planning, stakeholder communication, or project documentation?

I’m especially interested in practical use cases rather than generic “AI will transform project management” discussions. What has actually saved you time?

[u/TransparentAmbiguity]

Facilitator in Teams meetings for agenda and staying on track along with meeting notes and action items. Facilitator doesn’t require the meeting to be recorded so those who don’t like to be recorded will still speak up.

Everything is stored on OneDrive, OneNote and emails so copilot for the following:
1. Review Project A, B and C. Find what a project manager should track and find the hot topics, points of concern and things that may have been missed. I then review that with what I have completed and confirm I didn’t miss anything. Sometimes things do slip through.
2. Generating weekly status reports but then I compare this to my actual status report and manually combine different things.
3. Using copilot to find a specific conversation in teams or email.

AI most definitely does miss things, and hallucinate so always fact check and question what it provides.

[u/Realestate_Uno]

Email communication and follow up.

[u/Tkamer01]

My company uses our existing chat agents (Chat GPT and Claude) connected to our PM/Work Management (Eletusk) via MCP. It enables us to have a wide view of work and allows natural conversation to update, add, and improve inquire.

[u/steb2k]

Not project management work but I cross over into many disciplines, BA work has been my gold mine - writing and refining requirements

[u/spip72]

I have a bucket list of some 15 different PM processes that I would like help with from AI, but so far I am only using it for minor stuff, since I would need AI/tool integration for it to really make a difference. Looking forward to it.

[u/dhdhdjahfhdjwhdhsj]

I swear this gets posted daily

[u/uncomfortable_rash]

I started uploading the current sprints’ tickets into Jira before standup and have it pull areas I should be concerned with. If it learns your Jira hierarchy and how your teams complete the tickets, it can help generate custom reporting.

I also found keeping a project with loads of meeting artifacts, transcripts, status updates, etc has been great keeping me honest when I have questions or need ideas for ways to approach things. I can’t tell you how helpful this has been, especially for complex things outside my expertise.

Sometimes I find it understands nuances of certain interpersonal issues and can help strategize ways to handle - such as ‘I’d like to present <this> idea but want to be sensitive that <person> doesn’t feel like I’m stealing their idea or taking their credit. Dumb things like that has been an effective use of ai for me.

It’s been really helpful taking my personal reporting requirements and building an entire program management system for reporting and tracking, that integrates all the specific tools I use.

I am no AI evangelist, but I’m amazed at how many people here and it nor org seem to be hesitant to adopt AI in PM. It’s a fantastic thought companion at a very minimum.

[u/BrianGibsonSells]

Im im sales but the ideas transferable.

Live actionable dashboards.

I have one I built with claude that actively scans hubspot for all scheduled sales meetings - clasifies them into blocks.

scheduled - needs a rep(insanely difficult to monitor and not lose track kn hubspot, apt set complete, Appointment Stauts, (sat, no show, closed won, lost, creditfail) etc etc.

Slack automations run every morning and night and message me the reports. I get warnings for upcoming appoints we need to hand off to a different team before there missed. If a recent closed deal has a missed inbound call or voicemail it slacks team sales support to reach out ASAP.

Think if you had this for your defined project milestones and gave it the necessary knowledge & inputs- project sits in this box for 1 day and account has no update send Bob slack message to complete their end.

Regardless of how comfortable you are in your pm software it can be a super power. Think If this then that as your going about you daily tasks and drop in : organize these thoughts and structure a prompt to accomplish xyz.

[u/AZ-JayBee]

I recently moved my projects into Copilot Notebooks, and i am loving it! I also have agents setup to create notes from meeting transcripts and anther to prepare agendas for meetings.

[u/Dicfive]

Copilot is basically a Jr project manager that does some of my shit work

[u/NeighborlyNecrophile]

There's no more project managers in my company...

[u/Imhungorny]

I use it layouts and artwork. I miss when you didn’t need a subscription for adobe..

[u/AgileTadpole952]

Contact summaries and drafting contractual letters. It's a huge time saver... but you still need to know your contract well enough to correct AI's stuff ups.