Deploy AI coordination bots
your clients pay you monthly for.

Code parser + Claude Sonnet + Claude Opus tiebreaker. 99% accuracy on every action.

Structured tool schemas with typed params. Confidence gating at 0.7. Confirmation workflows built in.

Full WhatsApp Web client. Group detection, message routing, media handling, auto-reconnect.

Telegram Bot API. Markdown formatting, inline keyboards, command handling.

WhatsApp Business API via Twilio. Webhooks, status callbacks, multi-number support.

Full pipeline orchestrator. Routes messages, manages context, handles tool execution, sends responses.

Parallel data gathering — active jobs, RAG results, calendar, conversation history — pruned by relevance.

SQLite with WAL mode. Full CRUD, audit trail on every field change, indexed by status/date/assignee.

High-level job operations: create, update, complete, search, filter. Business logic layer.

SQLite vector store with semantic search. Company-wide + per-person memory partitions.

Process documents, PDFs, and text files into RAG embeddings. Chunking, dedup, metadata extraction.

Cross-searches company knowledge + personal memory in one call. Weighted relevance scoring.

Per-user short-term conversation history. Context window management. Auto-pruning old messages.

Per-user preference storage. Communication style, timezone, notification settings, role-based access.

Morning summary per team member. Admin preview the night before. Scheduled via cron.

Tracks every query's confidence score. Flags knowledge gaps by category. Nightly admin report.

Detects double-booked jobs, overlapping schedules, and resource conflicts before they happen.

Fires alerts for overdue jobs, missing materials, approaching deadlines. No one asks — it just tells you.

Generates contextual follow-up suggestions after each interaction. Tracks open threads.

Monitors user satisfaction signals. Tracks which answers led to corrections or follow-ups.

Cross-team messaging. "Tell Marc the Garcia job is done" — detected, routed, delivered.

Per-user message throttling. Prevents abuse and runaway API costs. Configurable limits.

Memory monitoring, CPU tracking, auto-restart on threshold breach. Health endpoint for uptime monitoring.

Scheduled SQLite backup with rotation. Keep last N backups. Zero downtime.

JSON-structured logs. Per-request tracing. Log levels. No console.log spaghetti.

Response time, token usage, cost-per-message tracking. JSONL export for analysis.

Daily JSONL activity logs. Every message, tool call, and verification result — auditable.

Optional Calendar integration. Pull events into context. Detect scheduling conflicts.

Full Express + EJS dashboard. Jobs, team, daily logs, search, API endpoints. Read-only DB, zero risk.

Local embedding model via Ollama. No external API costs for RAG. Free, fast, private.

CLAUDE.md maps every file, table, and env var. Ask the agent to change config, add features, diagnose issues, or customize for any industry. It updates the system overview automatically so every modification is tracked. Zero code required.

ecosystem.config.js included. Auto-restart, log rotation, cluster mode ready.

Interactive CLI setup. API keys, team members, industry preset, platform — generates .env and config.

Tests for parser, verification, jobs, RAG, context, tools. Run npm test before every deploy.

Construction, cleaning, HVAC, plumbing, electrical, legal, dental, solar, landscaping, and 24 more. One config switch.

Built-in activation server. Machine fingerprinting, deployment counting, grace periods. Control how many instances run.