Analytics Agent

The Analytics Agent surfaces key business metrics — billable utilisation, deal pipeline health, budget burn, and retention signals — so leadership can make informed decisions without digging through dashboards.

What You Get

• Weekly digest posted to Slack every Monday with key metrics across the business
• Daily data checks scanning for anomalies and threshold breaches
• On-demand reports for utilisation, deals, budgets, and retention
• AI-powered Q&A — ask anything about business performance in plain English

Slash Commands

Type /analytics in Slack followed by a subcommand:

Command	What It Does
/analytics utilisation	Current billable utilisation across the org
/analytics deals	Commercial pipeline summary — open deals, weighted value, close dates
/analytics budget	Projects approaching or exceeding budget thresholds
/analytics retention	Retention risk signals across the team
/analytics digest	Trigger the full weekly digest right now
/analytics ask <question>	Ask a business question and get an AI-powered answer

Examples

/analytics utilisation
/analytics ask Which projects are most at risk of going over budget?
/analytics ask How does this month's pipeline compare to last month?

Weekly Digest

Every Monday morning, the agent posts a comprehensive business digest covering:

• Billable hours — org-wide and per-squad utilisation trends
• Deal pipeline — open deals, weighted revenue, expected close dates
• Budget alerts — projects approaching or over budget
• Retention risks — signals that may indicate team health issues

The digest is designed to give executives and heads a complete picture in one Slack message.

Daily Checks

Each morning, the agent runs automated scans for:

• Capacity anomalies (sudden drops or spikes)
• Budget thresholds crossed
• Pipeline changes (deals won, lost, or stalled)

Issues are surfaced as Slack alerts so the team can act quickly.

Data Sources

The agent pulls data from:

• Nucleus — people, projects, deals, budgets, allocations, scorecards
• Productive — time entries, billable hours, budget actuals
• Claude — natural language analysis and Q&A