How healthy are your client relationships? If answering that question requires opening six different tools and asking three different people, you have a visibility problem. We did, and Alpha Agent fixed it with a scorecard dashboard that aggregates every signal into one view.
Client health data was everywhere: project delivery status in Jira, communication frequency in Slack, billing data in QuickBooks, NPS scores in a survey tool, support tickets in email. Each data source told part of the story, but nobody had the complete picture for any given client.
Account managers relied on gut feeling. Sometimes that gut was right; sometimes it missed an account that was quietly deteriorating. We needed a systematic approach.
We described the health dimensions we cared about and Alpha Agent built a scorecard dashboard that calculates a composite health score for each client based on five factors: delivery performance, communication engagement, financial health, satisfaction signals, and growth trajectory.
Each client gets a scorecard card showing their overall score (0-100), individual dimension scores, trend arrows showing improvement or decline, and a last-updated timestamp. The dashboard sorts clients by health score so the ones needing attention float to the top.
Alpha Agent designed the scoring algorithm based on our description of what "healthy" looks like. Delivery performance is weighted at 30% and based on on-time delivery rates and scope change frequency. Communication is 20%, measured by meeting frequency and response times. Financial health is 25%, tracking budget utilization and payment timeliness. Satisfaction is 15%, pulling from NPS and direct feedback. Growth is 10%, based on upsell conversations and contract expansion signals.
The dashboard immediately identified two accounts scoring below 40 that nobody had flagged. One had missed three consecutive check-in meetings — a pattern that was invisible when you're only looking at individual calendar events. We intervened with both, and one resulted in a productive conversation that actually expanded the engagement.
Account managers now start their week by checking their scorecard view. The data-driven approach replaced gut feeling with measurable signals, and the trend lines help us spot issues weeks before they become crises. Ready to measure your client health?