AI Agents

Same business question. Three ways to answer it.

AI Agent

Your data is loaded into the system. Ask a question, get an answer.

🛒

E-Commerce Advisor

Analyze 34,500 orders with six pre-built tools. Sales, profit, discounts, returns, segments, and delivery.

🍜

F&B Sales Reporter

Daily revenue, top-selling items, and peak hours analysis for restaurants and cafes.

📦

Retail Stock Tracker

Stock levels, reorder alerts, and supplier performance for retail inventory management.

👥

HR Insights

Headcount, salary benchmarks, leave balances, and performance scores across departments.

🎯

Campaign ROI Calculator

Spend, conversions, and ROI across Facebook, Google, Instagram, TikTok, and email channels.

🚚

Delivery Tracker

Delivery times, carrier reliability, and shipping cost analysis for logistics operations.

📚

Student Performance

Scores, attendance rates, and subject-level analysis for tuition centers and schools.

🏢

Property Manager

Occupancy rates, rental income, and vacancy tracking across buildings and unit types.

AI Agent + MCP

Your data stays where it is. The agent reads it directly from your Google Sheet or platform.

🛒

E-Commerce Advisor (MCP)

Same analytics, live connection. Data fetched through MCP — swap CSV to Google Sheets without rewriting.

🍜

F&B Sales Reporter (MCP)

POS data connected live. No more exporting CSV files — the agent reads your sales data directly.

📦

Retail Stock Tracker (MCP)

Inventory data pulled from your supplier spreadsheet in real time. Always up to date.

👥

HR Insights (MCP)

Employee data connected to your HR spreadsheet. Headcount and leave balances always current.

🎯

Campaign ROI (MCP)

Google Ads and Facebook data pulled live through MCP. No manual exports needed.

🚚

Delivery Tracker (MCP)

Courier tracking data connected live. See delays and costs as they happen.

📚

Student Performance (MCP)

Exam scores and attendance from Google Classroom, connected and always fresh.

🏢

Property Manager (MCP)

Booking and tenant data from your management spreadsheet, updated on every query.

AI Agent + Database

Your data lives in a database. The agent searches it for you — no fixed menu, ask anything.

🛒

E-Commerce Advisor (Database)

Ask anything about 34,500 orders. The agent writes the database query for you — no fixed reports.

🍜

F&B Sales (Database)

Combine filters, date ranges, and categories in one question. The agent handles the complexity.

📦

Retail Stock (Database)

Join inventory and sales data in a single question. Complex queries, simple answers.

👥

HR Insights (Database)

Cross-reference salary, leave, and performance data. Ask any combination you need.

🎯

Campaign ROI (Database)

Cross-campaign analysis with open-ended queries. Compare any channel, any period, any metric.

🚚

Delivery Tracker (Database)

Query shipment history across carriers, routes, and dates. Full flexibility, no preset reports.

📚

Student Performance (Database)

Cross-reference scores, attendance, subjects, and teachers. Ask any question about student data.

🏢

Property Manager (Database)

Query tenants, leases, payments, and vacancies in one question. Full database flexibility.

Which tier should I use?

Feature
AI Agent
+ MCP
+ Database
Data source
CSV file loaded in memory
Google Sheets, API, or swappable CSV
SQLite (local) or PostgreSQL (cloud)
Query flexibility
6 pre-built analysis tools
6 pre-built tools + live data
Any question — agent writes the query
Best for
Quick setup, predictable reports
Live data that changes often
Complex, open-ended analysis
Deploy options
Cloud Run or local machine
Cloud Run or local machine
Cloud Run or local machine
Built with
Python FastAPI Google Gemini 2.0 Flash Google ADK MCP (Model Context Protocol) AlloyDB / PostgreSQL / SQLite Pandas Docker Google Cloud Run