How to Build an AI Report Generator (Metrics to Slides in One Email)

How to Build an AI Report Generator (Metrics to Slides in One Email)

One email to check on the business — and the investor deck builds itself.

The agent also drops the headline numbers into Slack so the leadership team has context before the meeting:

# leadership
R
Report Generator 8:23 AM
March investor deck is ready. Key metrics:
March 2026 Investor Deck -- Highlights
Gross Revenue
$412K (up 18% MoM)
AOV
$68 (up from $61)
Blended ROAS
4.7x on $87K spend
Email Revenue Share
28% of total (Klaviyo)
LTV:CAC
6.6x ($204 / $31)
90-Day Repurchase
38%

How it works

Create a report generator at dashboard.carlyassistant.com (or email carly@usecarly.com and describe what you need). Connect your e-commerce, advertising, and presentation tools — Shopify, Meta Ads, Klaviyo, and Google Slides cover the core workflow. The agent pulls live data, builds slides with your formatting, and delivers the finished deck over email. It learns your layout preferences, metric definitions, and reporting cadence over time. Full setup walkthrough: How to Create a Custom AI Email Agent.


What an AI report agent connects to

CategoryIntegrations
E-commerceShopify, Stripe, Square, Gumroad, Amazon
AdvertisingMeta Ads, Google Ads
Email MarketingKlaviyo, Mailchimp, ActiveCampaign, Kit, Omnisend, Customer.io, Brevo
AnalyticsGoogle Analytics, PostHog, Mixpanel, Amplitude, Plausible, Segment, Datadog
SpreadsheetsGoogle Sheets, Microsoft Excel, Airtable, Coda
PresentationsGoogle Slides, Google Docs
CRMHubSpot, Salesforce, Pipedrive, Attio, Zoho
DeliverySlack, Microsoft Teams, Gmail, Outlook, Google Drive, Dropbox

How teams use an AI report generator

  • Monthly investor deck — agent pulls revenue from Shopify, ad performance from Meta Ads, email metrics from Klaviyo, site analytics from Google Analytics, and inventory status from Google Sheets, then assembles a 10-slide Google Slides deck and emails the PDF
  • Weekly channel performance email — agent compiles revenue by channel (paid, email, organic, direct), ROAS, and top-selling SKUs every Monday at 8am and sends a formatted summary to leadership with WoW comparisons
  • Quarterly product performance report — agent pulls sell-through rates, return rates, and margin by SKU from Shopify and Google Sheets, ranks products by contribution margin, and flags underperformers in a Google Docs report

Build yours at dashboard.carlyassistant.com, or email carly@usecarly.com and describe the report you want automated.

Related: How I Use Carly to Run My Business · How to Build an AI Data Analyst · What Are AI Agents · How to Create a Custom AI Email Agent · Best AI Agents for Productivity

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