Projects
Real things people built with AI
Every project shows the problem, the solution, what was built and who built it.
AI Lead Qualification Assistant
A 9-person B2B team received around 120 inbound leads a month through a website form and a shared inbox. Roughly two thirds were students, job seekers or out-of-scope requests, and the ones worth talking to waited an average of 31 hours for a first reply because someone had to read everything manually.
Maya Levin
AI automation builder
Customer Support Automation
A subscription product received about 900 tickets a month, and roughly 40% were the same eleven questions. Answers varied by agent, and first response time on a weekend stretched past a day.
Daniel Roth
Support automation builder
Internal Knowledge Assistant
A 140-person company kept policies in Drive, specs in Confluence and decisions in Slack. New joiners asked the same questions for months, and half the answers they got were out of date.
Noa Barak
Applied AI engineer
WhatsApp Booking Agent
A three-room clinic took most of its bookings on WhatsApp. Messages arrived in the evening, nobody replied until the next morning, and the owner estimated a handful of appointments a week were lost to a faster competitor.
Maya Levin
AI automation builder
Invoice Intake Pipeline
Small finance teams re-type invoice data from PDFs into their accounting tool. On a sample of 200 real invoices, manual entry averaged just over three minutes each and produced errors on roughly one in twenty.
Omar Haddad
Data and AI builder
Ecommerce Product Copy Engine
A store with 4,000 SKUs had supplier-provided descriptions on most products. They read identically to three competing stores and converted badly, but rewriting them by hand was never going to happen.
Daniel Roth
Support automation builder
WhatsApp Booking Assistant
Clinics, studios and salons take most bookings over WhatsApp. Requests arrive in the evening, staff answer them the next morning, and by then some customers have booked elsewhere.
Website Assistant That Captures Leads
A company website answers most questions somewhere, but visitors do not find them. The few visitors with real intent read a page, leave, and the company never learns who they were.
Weekly Operations Report
Every Monday someone copies numbers out of three systems into a message. It takes an hour, the definitions drift, and when that person is away the report simply does not arrive.
Order Status & Returns Agent
Online shops answer the same 'where is my order' question all day. The repetitive messages crowd out the ones that actually need attention, like a parcel that stopped moving a week ago.
Proposal Drafter for Service Businesses
Agencies and consultants lose days writing proposals. Each one starts from the last document someone can find, and the scope, assumptions and exclusions are rewritten from memory every time.
Review Reply Assistant
Local businesses collect reviews faster than they answer them. Good reviews go unanswered for weeks, and the angry ones get a reply written in a hurry, in public, by whoever saw it first.