You have a client call in 10 minutes. You scramble to find last week's notes, scan Slack for anything you missed, and try to remember what you promised. Half the time you walk in underprepared. The other half, you spend 15 minutes before each call doing research that could have been automated.
AI Agents for Pre-Call Briefs
Walk into every client call already knowing what happened last time, what's likely to come up, and what to ask. Prepared automatically the night before.
Every night at 10 PM, the agent checks tomorrow's calendar for external meetings. For each one, it pulls recent emails, Slack threads, meeting notes, and project tasks involving that person. Then it writes a brief: what the meeting is about, three things likely to come up, open items to resolve, and one smart question to ask. You wake up prepared.
Example output
Pre-Call Brief — Acme Corp Q1 Review — 10:00 AM
Attendees: Sarah Chen, Jake Torres
What this meeting is about Quarterly review of the product launch campaign. We shipped the landing page last week and ad creative is in final review. This is likely a checkpoint before the March 25 launch date.
Three things likely to come up
- Ad budget approval (Sarah asked about this in Slack on Mar 4)
- Landing page conversion tracking setup (open task, due this week)
- Post-launch measurement plan (mentioned in last call but no follow-up yet)
Open items to resolve on this call
- Final sign-off on ad creative variants (sent for review Mar 5)
One question to ask
What does a successful launch look like for your team beyond the metrics we're tracking?
Recent context
- Last interaction: Mar 5 — Sent ad creative for review via email
- Relevant news: Acme announced Series B funding on Mar 3
Try it yourself
Copy these prompts into Claude Cowork. Connect your tools. The agent handles the rest.
Run every weekday at 10:00 PM. 1. Pull tomorrow's calendar events 2. Filter for meetings with external attendees 3. For each meeting, search last 14 days of: emails with attendees, Slack mentions, meeting notes, related project tasks 4. Write a brief: what it's about, 3 things likely to come up, open items, one question to ask, recent context 5. Save to projects/[client]/call-prep/YYYY-MM-DD-[name].md 6. Email all briefs to me. If no external meetings tomorrow, email: 'No external meetings tomorrow.'
FAQ
Common questions about setting up this agent.
How does the agent know what's likely to come up?+
Can I customize the brief format?+
More for agencies
Scope Creep Detection
Automatically compare what was agreed against what's actually being delivered. Catch scope creep before it eats your margin.
viewClient Reporting
Generate weekly client reports automatically from your project tools, Slack, and meeting notes. No more Friday afternoon scrambles.
viewRetainer Health Monitoring
Track retainer usage, spot disengaged clients, and catch churn signals before it's too late. Runs monthly on autopilot.
viewWant this running for your team?
I set up AI agents like this for agencies. 30 minutes, no strings.