AI-powered Appointment confirmations assistant for freelancers

An intelligent assistant that helps freelancers handle appointment confirmations faster with smart automation, suggestions and data-driven insights.

Target audience

Freelancers

Problem solved

Freelancers often overpay for appointment confirmations because pricing is opaque and alternatives are hard to compare.

Solution

Launch as a lean web app using Python scripts, Notion API and Airtable, starting with one core workflow done exceptionally well.

Technologies

Python scripts, Notion API, Airtable

Monetization

Consulting; Template packs

Challenges

Integration fragility; Change management

Improvements

Build an analytics dashboard so users can measure their ROI clearly.; Introduce tiered pricing with a free starter plan to lower adoption friction.