We pull the numbers
The pipeline reads straight from your data sources, sheets, your CRM, Google BigQuery, ad platforms, or a database, and gathers exactly the figures each report needs.
📊AI Report Generation
Client-ready reports that write themselves
Stop losing hours every week stitching spreadsheets into slide decks and rewriting the same commentary. We build report generation that pulls your numbers, drafts the narrative grounded in that data, and delivers an on-brand PDF or document on schedule, so the work that used to eat a morning just lands in the right inbox.
5.0 from clients on Upwork
🎯The problem
Reporting eats the hours you do not have
Reporting is the chore nobody scheduled for but everyone has to do. Every week or month someone exports the numbers, rebuilds an Excel sheet, copies figures across to a slide deck, and writes the same summary in slightly different words. It is slow, it is dull, and it always seems to land late.
Doing it by hand also makes it fragile. A figure gets pasted into the wrong cell, last quarter's branding sneaks back in, and two reports for two clients somehow come out in two different formats. The fix is a pipeline that pulls the real numbers and writes the words for you, the same way every time, on the day it is due.
⚙️How it works
From raw data to a finished report
A clear, deterministic flow. Code pulls the numbers, the AI writes the words, the template renders the page.
The AI drafts the narrative
A fixed prompt is given the data we just pulled, so the model writes the commentary strictly around real figures. It is grounded in the injected numbers, never inventing them.
It renders and delivers
The text, charts, and tables drop into your on-brand template as a PDF or doc, then it goes out on schedule by email, Slack, or to a Drive folder.
🧩What we build
Reports that build themselves, end to end
Scheduled generation
Reports run themselves on the cadence you set, daily, weekly, monthly, or per client, with no one remembering to start them.
Multi-source data pull
Figures gathered from Google Sheets, BigQuery, your CRM, Looker Studio, and ad platforms, combined into one clean dataset per report.
On-brand templates
Your logo, colours, fonts, and layout, rendered as a PDF, Google Doc, or slide deck that looks like your team made it by hand.
Grounded AI narrative
The model writes commentary only around the figures it is handed, so the wording stays fresh while the numbers stay exact.
Automatic delivery
The finished report goes out on its own by email, posts to a Slack channel, or saves to a Drive folder, no button to press.
Per-client personalization
One pipeline produces a tailored report for each client or team, charts, tables, and commentary built from their own data.
📈The result
Once the reporting runs itself, the morning that used to disappear into spreadsheets comes back, and the numbers turn into instant insights the moment the period closes.
5 hrs/wk
saved per manager on a typical reporting build, with reports landing on time and on brand
🛠️Built with
Best-in-class models, wired into your stack
We pick the right model for the writing, often Anthropic Claude, and connect it to the data and channels you already run on.
Claude
GPT
n8n
Google Sheets
Looker Studio
BigQuery
Gmail
Slack
❓FAQ
Questions about AI report generation
From the sources you already use: Google Sheets, BigQuery, your CRM, Looker Studio, ad platforms, spreadsheets, or a database. We connect to them directly and pull the figures each report needs, so nobody copies and pastes from a dashboard again.
The numbers are never written by the model. We pull them with code first, then inject them into a fixed prompt, so the AI writes the narrative strictly around figures it was handed. It explains and contextualises the data it is given and is instructed not to introduce any number that is not in that data, which keeps the wording fresh while the figures stay exact.
Yes. We build to your template, with your logo, colours, fonts, section order, and layout, whether that is a PDF, a Google Doc, or a slide deck. Each report comes out looking like your team made it by hand.
Mostly on-brand PDFs, Google Docs, and Google Slides, with charts and tables rendered from the live data. We pick the format that fits how your readers actually consume the report.
On whatever cadence you set: daily, weekly, monthly, or per client. The finished report is delivered automatically by email, posted to Slack, or saved to a Drive folder, with no one needing to press a button.
🔗Related services
Often built alongside
📬Contact
Get your reporting time back
Book a free audit. We will look at the reports you compile by hand and show you exactly what an automated pipeline would produce. One email, no mailing list.
Book My Free Audit bastien@otimizagency.com