Full overview of TGWRK capabilities: AI filtering, smart pipelines, deduplication, bot delivery, MTProto ingestion and more.
Multi-stage filtering pipeline with keyword scoring and optional AI semantic validation. 90% of noise is removed before it reaches you.
✓ validatedCreate independent monitoring flows per topic. Each pipeline has its own channels, filters, and delivery settings.
✓ validatedHash-based deduplication eliminates duplicate posts across channels. No more reading the same vacancy 10 times.
✓ validatedFiltered messages are delivered straight to your private chat with the bot. Clean format with source link and original date.
✓ validatedScan the QR code in Telegram to link your account for channel reading via a secure MTProto session.
Choose channels, configure keyword filters with weights, and optionally add an AI semantic validator.
Link the delivery bot via deep link and a 6-digit PIN so signals arrive in your private chat.
Receive only relevant messages. Save hours every day by skipping the noise.
AI-powered signal extraction from Telegram noise. Smart filtering, deduplication, and delivery of relevant messages to your private bot chat.
Get Started