Data analysts
OPTES works in code, not guesswork. It cleans messy files with Python or SQL scripts you can read and rerun, turns a plain question into a query and explains each join, and pulls tables out of PDFs and scanned pages. Then it turns the results into a dashboard you check at different sizes, and a clear summary for people who don't read numbers daily.
Windows 10 and 11 · 64-bit · launching Monday, October 5, 2026
OPTES writes a script that fixes dates, merges duplicate customers and standardises Arabic and English names, runs it on a copy, and reports every change it made.
This CSV has dates in three formats and the same branch name spelled five ways. Clean it and summarise every fix.
Ask in plain words. It writes the query against your schema, explains each join, and runs it on a sample so you can check the numbers before trusting them.
Monthly retention for customers whose first order was in Ramadan, compared with everyone else, for 2025.
It turns your analysis into an HTML dashboard with charts, checks it at desktop and phone sizes, and lets you fix any layout issue with one click.
Make a sales dashboard from sales_q3.csv: revenue by city, top ten products and the weekly trend.
Send a scanned report or a photo of a printed table, even with handwritten Arabic notes. OPTES extracts it to CSV and marks every cell it is unsure of.
Extract the tables from these three scanned branch reports into one CSV, and flag any figure you couldn't read clearly.
From your results it drafts a short summary for managers in Arabic or English: what changed, the likely reason, and what the data cannot tell you yet.
Write a one-page summary of Q3 results for the sales director, in plain language with no statistical jargon.
FAQ
It cleans data, writes queries and scripts, extracts tables from documents and images, builds dashboards and drafts findings for non-specialists. Every step is code you can read and rerun yourself.
It works through scripts and queries written in front of you, explains each step, and everything it did stays logged. You can trace any result back to the source rows it came from.
It writes Python, SQL and R, and reads CSV, spreadsheets, PDFs and images. The analysis lives in code you keep and reuse, not in a hidden calculation you cannot inspect.
Yes. OPTES is Arabic-first: it normalises hamza, ta marbuta and alef variants in names and addresses, reads handwritten notes, and writes reports in Arabic or English for your audience.
Launching Monday, October 5, 2026, at 04:30 Baghdad time (01:30 UTC).