Not chatbots. Persistent AI employees that read your tools in real time, remember every decision and rule, and get smarter every week. Each deployment is custom-tailored to one client's stack and operation.
Multi-channel agents
Agent runs in Telegram by default — DMs and group chats with intent-routing. Optional channels: Slack, Discord, web embed, custom.
- Telegram with aiogram + per-bot or shared workspace
- Slack via official SDK + interactive blocks
- Discord, web chat, custom CLI
- Owner-private DM + team-shared group with same agent
Self-learning knowledge base
Every API call, every conversation, every correction goes into a per-tenant FTS5 + sqlite-vec hybrid index. The agent gets smarter with use.
- FTS5 full-text + sqlite-vec semantic hybrid
- Per-deployment isolation — your data stays yours
- Reranker + insight boost in search
- Distillation cron — weekly compaction across topics
Workspace tool integrations
OAuth-connected to your real tools, not screen-scraping. The agent reads what's actually there.
- Gmail, Calendar, Drive (Google OAuth)
- Slack workspaces, threads, channels
- Jira, Linear, GitHub Issues
- GA4, Search Console, Google Ads, Meta Ads
Custom workflows + automation
Beyond Q&A: scheduled digests, threshold alerts, draft emails, meeting prep briefs, on-call summaries. Each agent has cron-driven jobs specific to its owner's needs.
- Daily digest in Telegram (industry + local + projects)
- Threshold alerts (CPC spike, traffic drop, stuck tickets)
- Weekly KPI digest
- Reminder system with timezone-aware scheduling