Is this a fit?
Help small and mid-size businesses make sense of their data — dashboards, insights, predictions, and automated reporting using AI
Skills to bring or develop
- Data Analysis
- SQL
- Visualization
- AI/ML Basics
- Business Strategy
The starting sequence
- Master AI data analysis tools
- Create industry-specific dashboards
- Offer free data audits
- Land retainer clients
- Scale with automated reporting
Find your first customers
Treat this customer profile as a starting hypothesis. Talk to people in this role and find out what they already do, what it costs them, and whether they want help.
Role
CEO / Business Owner
Company size
10-100 employees
Industry
E-commerce / Retail / Services
Problems to investigate
- Drowning in spreadsheets but no insights
- Making decisions based on gut feeling
- Data scattered across 10 different tools
- Competitors seem to know something they don't
Channels to test
- Cold Email
- Local Networking
- Content Marketing
First launch approach
Offer free 30-minute data audits to businesses, show them insights they're missing, convert to retainers
Ways to find your first customer
- Post weekly "data insight of the week" on LinkedIn
- Offer free data audit to 15 local businesses
- Partner with accountants and bookkeepers who see client data
- Join industry Slack groups and answer data questions
- Create "What your data is telling you" lead magnet
Content ideas
- Your business has the data — you're just not looking at it
- 5 KPIs every small business should track
- AI data analysis: what it can (and can't) do
Shape the offer & delivery
These are example packages to adapt, not current market rates or promises of sales. Choose one deliverable, set a revision limit, and test the scope with a real buyer before expanding.
Data Audit
$1,500 example price
- Complete data assessment
- Quick wins identified
- Dashboard recommendations
- 1-hour strategy call
Insights Retainer
$3,000/mo example price
- Monthly insight reports
- Custom dashboards
- Ad-hoc analysis requests
- Bi-weekly strategy calls
- KPI tracking
Fractional CDO
$6,000/mo example price
- Full data strategy partner
- Predictive analytics
- Automated reporting
- Team training
- Tool selection + setup
- Weekly working sessions
Build and deliver the offer
Service delivery
Packages
Name
Dashboard Build
Deliverables
- 1 live dashboard (Google Sheets/Looker/Tableau)
- Data source connection setup
- Documentation on how to read it
Timeline
1-2 weeks
Included in this example
- 3 key metrics defined with the client
- Walkthrough training call
Outside this example
- Ongoing data pipeline maintenance (offered as retainer)
Name
Monthly Reporting Retainer
Deliverables
- Automated monthly report
- Insights + recommendations memo
- Ad hoc analysis (capped hours)
Timeline
Ongoing, monthly
Included in this example
- Dashboard maintenance
- One live review call per month
Client onboarding
Step
Get read access to relevant data sources (CRM, ads, sales, etc.)
Who handles it
client
Step
Define the 3-5 metrics that actually drive decisions
Who handles it
you
Step
Build and validate the dashboard against source data
Who handles it
you
Step
Walk client through the dashboard live
Who handles it
you
Kickoff conversation
- Confirm which decisions this data is meant to inform
- Agree on the 3-5 metrics that matter most
- Set up data access and confirm refresh frequency
Your launch roadmap
Work through the phases at your own pace. Durations and task hours are estimates; client conversations, sales, and other outcomes depend on the response you receive. Growth and exit steps are optional later decisions.
0 of 14 tasks checked
01 · Foundation 2 weeks · suggested pace
Master AI data tools and create industry templates
Learn ChatGPT Code Interpreter, Julius AI, and basic Python for data analysis
Target deliverable: Analysis toolkit ready
Tool examples: ChatGPT, Julius AI, Python
Planning allowance: 15 hours
Build 3 industry-specific dashboard templates (e-commerce, SaaS, services)
Target deliverable: 3 dashboard templates
Tool examples: Google Sheets, Tableau, Notion
Planning allowance: 12 hours · AI can assist; review the output
Create repeatable audit framework: data inventory, quality check, quick wins, recommendations
Target deliverable: Data audit playbook
Tool examples: Notion, Google Docs
Planning allowance: 5 hours
02 · Launch 2 weeks · suggested pace
Land first 2-3 analysis clients
Offer free 30-minute data audits to 15 businesses, show missing insights
Target deliverable: 10 audits delivered
Tool examples: Email, LinkedIn, Zoom
Planning allowance: 12 hours
Document 2-3 audit results with specific metrics and insights discovered
Target deliverable: 3 case studies
Tool examples: Canva, Google Docs
Planning allowance: 6 hours · AI can assist; review the output
Present insight roadmap, pitch monthly retainer to top audit prospects
Target deliverable: 2-3 retainer clients
Tool examples: Zoom, Google Slides, Stripe
Planning allowance: 8 hours
03 · Scale 2 months · suggested pace
Build automated data pipelines that generate monthly reports with minimal manual work
Target deliverable: Automated reporting system
Tool examples: Python, Google Sheets API, Zapier
Planning allowance: 15 hours · AI can assist; review the output
Upsell existing clients on trend forecasting and predictive models
Target deliverable: Predictive analytics offering
Tool examples: Python, Obviously AI, ChatGPT
Planning allowance: 10 hours · AI can assist; review the output
Build referral relationships with 5 bookkeeping firms who want to offer data services to clients
Target deliverable: Referral pipeline active
Tool examples: LinkedIn, Email
Planning allowance: 6 hours
04 · Exit 60 days · suggested pace
Prepare your AI data analytics business for sale, acquisition, or hands-off operation
Create comprehensive standard operating procedures covering every repeatable process in your AI data analytics business — client onboarding, delivery workflows, billing, and support. A buyer needs to run this without you.
Target deliverable: Complete SOP handbook with video walkthroughs
Tool examples: Notion, Loom, Google Docs
Planning allowance: 12 hours · AI can assist; review the output
Record the questions this step raises for your business, location, and circumstances. Confirm requirements and assumptions with current official sources and a qualified professional before acting.
Target deliverable: Valuation estimate with supporting financials
Tool examples: Google Sheets, ChatGPT
Planning allowance: 6 hours · AI can assist; review the output
Organize all financial records, contracts, customer data, IP documentation, and legal documents into a virtual data room that a buyer or their advisor can review.
Target deliverable: Organized virtual data room
Tool examples: Google Drive, Google Sheets
Planning allowance: 10 hours
Identify every area where the business depends on you personally. Delegate, automate, or document each one. Test by taking 2 weeks off and measuring impact.
Target deliverable: Owner dependency scorecard (before/after)
Tool examples: Notion, Zapier, Slack
Planning allowance: 20 hours
Create a teaser document (blind profile) for your AI data analytics business and either list on marketplaces (Acquire.com, Flippa, Quiet Light) or reach out directly to 5-10 potential acquirers.
Target deliverable: Teaser document + 5-10 buyer conversations started
Tool examples: Acquire.com, Google Docs, Email
Planning allowance: 8 hours · AI can assist; review the output
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Tools, budget & effort
These are tools named in the original playbook, offered as examples to evaluate. Check current capabilities, pricing, licensing, and data handling with the provider before subscribing. Start with the tools you already have.
- ChatGPT Advanced Data Analysis
- Google Sheets
- Tableau
- Python
Tools to evaluate
Item
A dashboard tool (Looker Studio, Tableau, or Google Sheets)
Why consider it
The core deliverable is a live dashboard — Looker Studio is free and often sufficient to start
Item
ChatGPT/Claude paid tier with data analysis
Why consider it
Real analysis speed and report-writing needs a paid tier
Make the numbers your own
Include setup, subscriptions, selling, fulfillment, revisions, support, and your time. Use your actual inputs and compare a cautious case with a better case.
Open the experiment calculator →AI roles & prompt templates
Assign a clear job, provide approved inputs, and review the result. These are role and prompt ideas; this page does not run AI or connect your accounts.
Data Scientist
Help me identify the 3-5 metrics that actually drive decisions for this business
Business Advisor
Help me write an executive summary of these data findings for a non-technical client
Use the first task above as your opening prompt. Include your audience, desired output, constraints, and how you will judge quality.
Your first small test
- Choose one customer. Find five people who have the problem described in this guide.
- Show one useful sample. Ask about their current process, priorities, and objections.
- Offer a clearly scoped pilot. Agree on deliverables, a price to test, and what success means.
- Record the evidence. Track responses, costs, hours, and what the buyer actually used. Decide whether to continue, change, or pause.
Explore related ideas
Adapted from Ashley’s Waymaker side-hustle playbooks, imported October 15, 2026. This is a published snapshot, not a live connection to your Waymaker account. Source examples are planning material, not verified customer outcomes. Explore Waymaker.