triangl.ai / Business analyst guide
What a business analyst does for a growing company
Short answerA business analyst turns the numbers a company already has into a decision. They join sales, pricing, customer and finance data, check it, and tell the owner which move will grow revenue or margin, and why.
What does a business analyst do?
The job is to answer one business question with evidence. In practice that means five things:
- Define the decision. Turn “we need to grow” into a question that can be answered, such as which prices to change.
- Join the data. Pull the spreadsheets, CRM records, sales history and finance reports into one working set.
- Check it. Reconcile records that disagree and name what is missing before trusting any number.
- Model the options. Compare the paths the business could take and size what each is worth.
- Explain the answer. Walk leadership through the decision, the evidence and the first step.
When should an owner or CEO bring one in?
A business analyst is worth it when a decision is large and the numbers behind it are scattered. Common signs:
- You have a revenue target and no clear view of which lever gets you there.
- Pricing or the offer list has grown over years and nobody can say which parts make money.
- The forecast keeps missing and the team has stopped trusting it.
- Reports from different systems give different answers to the same question.
- A sale, acquisition or new investor means the numbers have to stand up to scrutiny.
Three questions that most often unlock growth
1. Are our prices and offers right?
Pricing is usually the fastest growth lever because a price change reaches profit directly.
In Tree’s work with FoursMedia, one week of pricing analysis modeled three pricing paths and found $78K+ more revenue over 12 months. “Tree showed us exactly who to pursue, what to offer them, and at what price—giving us a clear path to our revenue target without chasing deals we were never going to win,” said Polo Greco, CMO of FoursMedia.
2. What revenue should we plan for?
A forecast the team trusts lets you hire, buy stock and spend on marketing with less risk. Tree reports that his Autodesk revenue forecast through COVID had an error of 4% or less, against 12% or more for comparison models.
3. Which customers and offers make us money?
Most companies carry offers and customer groups that cost more than they return. Tree helped a small business cut an offer set of 27+ down to the 3–4 that carried the path to its revenue target, and at Autodesk he consolidated 300+ Excel files and reduced pricing combinations from 6M+ to 200K.
Business analyst, fractional CFO, dashboard or AI chatbot?
They solve different problems. Use this to pick the right one.
| Option | Best for | What you get | Where it stops |
|---|---|---|---|
| Business analyst | One high-value decision | Joined data, a model of the options and a recommendation | Does not run your books |
| Fractional CFO | Ongoing financial management | Cash planning, reporting and financial controls | Rarely rebuilds data across sales and marketing systems |
| Dashboard or BI tool | Watching known metrics | Charts of what already happened | Does not say what to change |
| AI chatbot | Quick exploration of a file | Fast answers to the question you ask | Does not reconcile sources or own the result |
How Tree works with a company
- Working diagnostic. 60 to 90 minutes with Tree. You tell him the target and what is in the way, and leave with a clear next step. No fee.
- Decision sprint. Two to three weeks on one agreed decision. You receive consolidated working data, an evidence-backed analysis or scenario model, a prioritized action plan and a leadership readout.
- Ongoing decision support. Tree keeps the analysis current, flags what changes and helps your team act. Includes triangl.ai access.
Tree works in person in Sonoma and Marin, and remotely elsewhere.
Questions owners ask
What does a business analyst do for a small or mid-sized company?
A business analyst joins the company's sales, pricing, customer and finance data, checks it, and uses it to answer a specific question such as which prices to change, what revenue to plan for, or which customers make money. The output is a decision the owner can act on, with the evidence behind it.
When should I hire a business analyst instead of a full-time employee?
Bring in an outside analyst when you have one high-value question and no one with the time or skills to answer it. A short engagement on a single decision is faster to start than a hire and shows whether ongoing analysis is worth paying for.
What is the difference between a business analyst and a data scientist?
A business analyst starts from the business decision and works back to the data. A data scientist builds the statistical models and forecasts. Tree does both, which matters when the answer depends on a model, such as a revenue forecast or a pricing scenario.
Can AI tools like ChatGPT or Claude replace a business analyst?
AI tools are useful for exploring data, but they answer the question they are given with the files they are given. An analyst decides which question matters, reconciles records that disagree, checks the calculations and says what is still unknown.
Tell Tree the number you need to hit.
Bring one business problem and the numbers you have. 60 to 90 minutes, no fee.
Book a working diagnosticSources
- Marn, Roegner and Zawada, “The power of pricing”, McKinsey Quarterly, 2003.
- Client quote: Polo Greco, CMO, FoursMedia.
- Tree’s results: supplied by Treebel Solimani Masihi, founder of triangl.ai.