AI CSV & Business Data Analyst Agent Kit

Price: ₹399 (one-time purchase)

Format: ZIP (4 PDFs + Python agent + n8n workflow + prompts)

Delivery: Instant download after payment is confirmed.

Category: AI Agents

Description

AI data analyst kit that explains CSV summaries computed in Python: insights with evidence, caveats and next checks. No made-up numbers. Prompts and code. Explain CSV data with traceable numbers, honest caveats and clear next checks. Explain your sales, stock and expense CSVs with an AI analyst that only uses numbers computed in code, never figures it made up. A standard-library Python helper calculates the totals, group-by totals, monthly changes and missing values; the agent turns them into a headline, evidence-backed insights, caveats and next checks. The kit includes the CSV profiling helper, a strict system prompt, a JSON output schema, an n8n webhook workflow and six task prompts for month-end reviews, inventory, data quality and checking other people's conclusions. It suits analysts, managers and small business owners who want answers they can trace. Who it's for Business analysts, managers and small business owners who export sales, inventory or finance data as CSV and need clear explanations. What it does • Two-step design: Python computes every number, the AI only interprets • CSV profiling helper with group-by totals, month-by-month change and missing values • Insights with exact evidence and a high, medium or low confidence rating • Lists numbers the question needs but the summary lacks, instead of guessing • Data quality rating with automatic human review for major issues • Six task prompts: calculation plan, MoM sales, inventory, quality, summary, cross-check Benefits • Trust the numbers in your report because each one traces back to the stats file • Move from raw export to a clear management note in minutes • Catch blanks, missing values and odd categories before they skew a decision • Keep raw customer data private by sending only computed summaries • Know exactly what to check next instead of stopping at a chart What's inside • 4 PDF guides (41 pages): Start Here, Build Guide, Prompt Pack, Testing, Security & Costs • Runnable Python agent (standard library only) with 22 automated tests, batch mode and cost limits • Importable n8n workflow with input validation and review rules • System prompt, a no-code prompt for any AI chat, and 6 task prompts (TXT + CSV) • 3 sample inputs, including a prompt-injection test • Editable Markdown sources, README, license and checksum manifest Three ways to use it 1. No-code: paste the prompt into ChatGPT, Claude or Gemini (5 minutes) 2. Python: run the agent on one file or a whole folder (Python 3.11+, nothing to install) 3. n8n: import the workflow and call it from a form, sheet or app Use cases • Explain a monthly sales export by region and product with the biggest movers and what to verify next. • Review an inventory CSV summary to see slow-moving SKUs and stock-out risks before reordering. • Turn a marketplace settlement export into a short note on returns, fees and net payout trends. • Brief a manager on a month-over-month expense summary with categories that changed the most. • Check a customer list summary for blank fields and inconsistent city names (shown in the top categories) before a campaign. Requirements • For the no-code route: any AI chat account • For the code route: Python 3.11 or newer • For real AI results: an Anthropic or OpenAI API key (paid per use) or a free local model with Ollama • Optional: n8n Cloud or self-hosted n8n Running costs The kit is a one-time payment. AI model usage is billed by your provider per use; the kit includes cost limits and a cost formula. Free options: the offline demo mode and local models via Ollama. Honest notes • The agent produces drafts and structured data. It never sends, posts, pays or changes records — a person reviews and acts. • Tested offline and in n8n against a local test server; live provider calls need your own key. • Results depend on your inputs and model. No income or results are promised. FAQs Q: Why does the agent not calculate totals itself? A: Language models are not reliable calculators and can produce wrong totals that look correct. The kit computes every number in Python and uses the model only to explain them, so each figure is traceable. Q: Do I need to know Python? A: No. You run one command with your file name and the columns to group and sum by. If you prefer no code, compute the numbers in a spreadsheet pivot table and paste them into the no-code prompt. Q: Can it handle large files? A: The helper computes the statistics locally in Python, so the model only receives the summary text, typically a few kilobytes. Very large files simply take longer to profile; the stats_summary field accepts up to 20,000 characters. Q: Does it work with Tally, Zoho or marketplace exports? A: Yes, as long as you can export a CSV. You may need to remove title rows or merged headers first so the first row holds the column names. Q: Will it tell me what decision to make? A: It gives insights, caveats and next checks. Decisions on pricing, stock or spending stay with you, and the output is flagged for review when money depends on it. Want all 20 agent designs, a full course and a research agent? See the AI Agent Builder Master Kit on DigiCools. License: single-buyer license — use and modify for personal and commercial projects, including client work; no resale or redistribution. Version 1.0.0 · ZIP 386 KB · Instant download

What's included

• 4 PDF guides — 41 pages (Start Here, Build Guide, Prompt Pack, Testing, Security & Costs)
• Runnable Python agent — 22 automated tests, batch mode, cost limits
• Importable n8n workflow with validation and review rules
• 8 prompts — system, no-code (any AI chat) and 6 task prompts (TXT + CSV)
• 3 sample inputs incl. a prompt-injection test
• Editable sources, README, license, manifest · ZIP 386 KB

Frequently asked questions

What is included in the CSV data analyst kit?

A CSV profiling helper plus 4 PDF guides (41 pages: Start Here, Build Guide, Prompt Pack, Testing, Security & Costs), a runnable Python agent with 22 automated tests, batch mode and cost limits, an importable n8n workflow, a system prompt, a no-code prompt, 6 task prompts (TXT + CSV), 3 sample inputs and editable sources, README, license and manifest.

Why does the AI not calculate the totals itself?

Language models are not reliable calculators. A standard-library Python helper computes totals, group-by totals, monthly changes and missing values, and the AI only interprets them, so each figure traces back to the stats file.

Do I need to know Python to use it?

No. Three ways: paste the no-code prompt into ChatGPT, Claude or Gemini (about 5 minutes); run the Python agent on one file or a whole folder (Python 3.11+, nothing to install); or import the n8n workflow and call it from a form, sheet or app. You can also compute numbers in a spreadsheet pivot table and paste them into the no-code prompt.

Does it work with Tally, Zoho or marketplace exports?

Yes, as long as you can export a CSV. You may need to remove title rows or merged headers first so the first row holds the column names.

Tags: ai agent, data analysis, csv analysis, business analytics, python, ai prompts, n8n workflow, sales report, inventory analysis, small business, ai kit