Real work. Honest labels.
Every project below shows what was actually built — and exactly how verified it is. We don't publish client names, metrics, or outcomes we can't evidence.
Telegram AI FAQ Assistant
- Overview
- An AI-powered assistant that answers frequently asked questions inside Telegram.
- Problem
- Businesses answer the same questions repeatedly across channels; responses are slow and inconsistent when staff are busy.
- Solution
- A Telegram-based AI assistant that answers from provided FAQ content, with defined behavior for questions it can’t answer.
- Workflow architecture
- Telegram trigger → retrieve matching FAQ/knowledge content → AI model generates an answer within boundaries → respond in chat → unknown questions flagged for human review.
- Technologies
- Telegram Bot API, AI model API, webhook workflow automation (n8n).
- Verified outcomes
- Owner-reported: tested and working. Publication gate: multiple-question test log, unknown-question behavior test, failure-handling test, credential-safety review, and genuine screenshots must be attached before this project goes live.
- Current status
- Reported working by owner; public evidence pack pending.
Brybull Growth Ops / Opportunity Radar
- Overview
- An internal experiment for spotting and prioritizing automation opportunities.
- Problem
- Finding automation opportunities is ad-hoc; promising ideas compete without evidence.
- Solution
- A prototype workflow that gathers signals and organizes opportunity candidates for review.
- Technologies
- n8n, structured data workflows, AI-assisted analysis.
- Verified outcomes
- None yet — end-to-end validation not complete.
- Current status
- Experimental build. Explicitly not offered as a completed service.
We label every project's status honestly. If a number or name isn't shown, it's because we can't evidence it.
Want to see if this could work for you?
Tell us your situation — we’ll say honestly whether automation is worth it.