Weekly KPI Dashboard Agent

Replaces a $55k financial analyst. Generates weekly KPI reports with variance analysis and trend alerts in minutes.

The Problem

SMB owners and finance teams spend 4–6 hours every week manually pulling data from accounting software, spreadsheets, and dashboards to build KPI reports. Without automated variance analysis and trend spotting, they miss early warning signs on cash flow, margins, and growth metrics. This delays decision-making and ties up a junior analyst or bookkeeper.

The Outcome

The agent connects to your accounting system (QuickBooks, Xero, FreshBooks) and CRM, pulls actuals for revenue, expenses, margins, and pipeline metrics, compares them against targets, calculates week-over-week and month-over-month trends, flags variances above thresholds, and delivers a formatted dashboard or email report every Monday morning with visual summaries and actionable alerts.

Day in the Life

Mon 6am: Agent pulls last week's actuals from QuickBooks and Stripe → calculates revenue, COGS, and gross margin vs. target → flags 12% revenue shortfall

Mon 7am: Compares to prior 4 weeks → detects declining trend in new customer acquisition → surfaces root cause hypothesis based on pipeline data

Mon 8am: Sends owner a formatted dashboard email with 5 key KPIs, variance %, trend arrows, and 3 recommended actions → owner reviews over coffee before standup

Deploy Specs

Runtime

python

Pattern

native-agent

Tier

medium

Setup Time

hours

Integrations

via Composiomanual setup

✓QuickBooks Online✓Xero✓FreshBooks✓Stripe✓HubSpot✓Google Sheets

GitHub Source

Repository

Stars

License

MIT

Last Commit

Replace

Financial Analyst

$55,000/yr

AgentDepot · Solo plan

$99/month

Save $53,812/yr · 46.3x cheaper

14-day free trial · No credit card

Also Replaces

×Tableau or Looker license $70/mo

×Zapier automation workflows $50/mo

Not Technical?

Concierge Setup — $499

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