Cases

Chatbot platform

Knowledge base plugin for agents built on Watbot

Task: An agent's knowledge base only worked inside the messenger
What was built: A plugin to the knowledge base, one server for ChatGPT and Claude
Result: The assistant answers from the knowledge base of an agent built on Watbot

Sales teams

Internal sales CRM on WeWeb and Xano

Task: An agency needed proof of a WeWeb and Xano build before handing over a client CRM
What was built: Xano backend with auth and business logic, WeWeb pipeline connected to it, live demo in two days
Result: A working demo the agency can log into and test

Environmental research

Simulation model for a biochar water filter

Task: A research project needed a model to design filters for rice field irrigation and to support a grant application
What was built: Model in Julia calibrated on lab water tests, scenarios and a sensitivity analysis, field plan for the next pilot
Result: The team knows which design changes matter and which data to collect next

Freelance and agencies

Lead finder with a CRM inside Telegram

Task: Finding paying clients meant reading dozens of forums and job boards by hand every day
What was built: A system that reads public forums and job feeds, scores requests, drafts replies and keeps a CRM in Telegram
Result: Relevant requests arrive in Telegram within minutes, with the whole history in one place