SideProject AI
← All Playbooks
📊

The Indie Founder Internal Data Dashboard Playbook

Ask your business data plain questions and get live dashboards in minutes

For indie founders drowning in CSVs, Stripe exports, and analytics tools that never talk to each other. This playbook unifies your scattered business data into a single local-first workspace where you can ask plain-English questions, generate SQL dashboards, and schedule automated weekly intelligence reports — all without a data analyst or BI tool subscription.

Goal

Get a live, queryable dashboard across all your business data sources without hiring a data analyst

Who this is for

Indie founders and solopreneurs who make decisions from scattered spreadsheets and analytics tabs

When to use

When you spend more than an hour a week assembling numbers from different tools to understand your business performance

When NOT to use

When you have a data team, a warehouse already set up, or need enterprise-grade access controls

$0–$49/mo~90 min setup

How to set it up

1

Export and clean all your business data sources

Pull CSV exports from every source you track: Stripe revenue, Google Analytics, your email platform, and any ad accounts. Run each file through MessyData to standardise column names, date formats, and numeric fields. Save cleaned files to a single local folder.

2

Load large datasets into your local analytics engine

Import your cleaned CSVs into OrcaSheets to handle any files too large for spreadsheets. Use it to pre-aggregate metrics like monthly recurring revenue, churn rate, and traffic by channel. Export the aggregated summary tables for use in your dashboard.

3

Build plain-English SQL dashboards from your clean data

Point Eatmydata.ai at your cleaned and aggregated local files. Ask questions like 'What is my MRR trend over the last six months?' and 'Which traffic source has the highest conversion rate?' Build and save five core dashboards covering revenue, growth, and costs.

4

Set up a unified search and dashboard workspace

Import your key data tables and business docs into Valuepulse to create a single workspace. Use it to answer ad-hoc questions that span multiple sources — for example, combining support ticket volume with churn data — and share dashboard links with any advisors or investors.

5

Schedule a weekly business intelligence email report

Configure Cogveo to run a Python script every Monday at 7am that reads your latest cleaned data files, calculates seven key metrics, and emails a plain-English summary with trend arrows to your inbox. Set it and forget it — your weekly briefing arrives automatically.

1

Ask questions, generate SQL dashboards—all locally in your browser

Visit →

Lets you type a business question and get a live SQL-powered dashboard from your local data in seconds, with no cloud uploads or data exposure.

Freemium
2

Convert messy unstructured data into clean CSV tables instantly

Visit →

Cleans and standardises exports from Stripe, Google Analytics, and spreadsheets into consistent tables before they hit your dashboard so queries return accurate results.

Freemium
3

Process billions of rows locally with instant analytics, no cloud

Visit →

Handles large exports — full Stripe transaction history, all-time analytics data — locally without row limits or cloud costs, feeding clean aggregates to your dashboard.

Freemium
4

Schedule AI agents to analyze files, run Python, and email results automatically

Visit →

Runs a scheduled Python analysis on your data files every Monday morning and emails a plain-English summary so you start every week with a business snapshot.

Paid
5

Search docs, query data, and build dashboards with AI in one unified workspace

Visit →

Provides a single workspace where you can search docs, query your clean data, and build shareable dashboards without switching between four different tools.

Freemium

Expected outcome

A unified local data workspace with plain-English querying, live dashboards, and a scheduled weekly business intelligence email

Was this playbook useful?

This playbook is a curated starting point, not a definitive recommendation. Pricing and features change — always verify on each tool's official website. Tools marked "affiliate link" may earn this site a commission at no extra cost to you.