Mahlab Maniar

The problem: Carriers were signed up over WhatsApp and ranked by hand. It was slow and inconsistent, and easy to get wrong.

The tool: Reads the signup message, runs the checks automatically, and gives a clear, consistent decision every time.

The problem: Pricing, collections and risk sat in separate inboxes. Nobody had one view of which deals needed attention.

The tool: Checks every deal automatically and only flags the small number that genuinely need a human decision.

The problem: Building a cost forecast meant weeks of manually cleaning spreadsheets and contracts before any real analysis could start.

The tool: Reads the messy source files and organises them automatically; every calculation stays checkable by a human.