The only platform with LOOP + TOOLS + MEMORY + AUTONOMY + ADAPTATION. Remove any one = not truly agentic. RagLeap has all five.
Every feature competitors advertise — plus what they don't have
| Feature | SmatBot | Expedify | RagLeap |
|---|---|---|---|
| Automated follow-ups | ✅ | ✅ | ✅ |
| CRM write-back (auto-update) | ❌ | ✅ | ✅ |
| AI Voice Agents | ✅ | ❌ | ✅ |
| Real-time lead capture from calls | ✅ | ❌ | ✅ |
| WhatsApp + Telegram + Discord | ⚠️ WhatsApp only | ⚠️ WhatsApp only | ✅ All 7 channels |
| Bring your own database | ❌ | ❌ | ✅ 9 connectors |
| Agent Observability Dashboard | ❌ | ❌ | ✅ Live CCTV |
| Hallucination Detection | ❌ | ❌ | ✅ Guardrails |
| Retry loop on failure | ❌ | ❌ | ✅ 3 attempts |
| Human-in-Loop approval | ❌ | ❌ | ✅ YES/NO codes |
| Any AI model (universal) | ❌ | ❌ | ✅ Any provider |
Remove any one = not truly agentic. RagLeap has all five.
Full/semi/off modes. Acts on email, WhatsApp, Telegram, SMS without human trigger.
Multi-step AgentPlan. Not single actions — full task sequences like search → draft → confirm → send.
194 real actions. Sends emails, updates CRM, queries databases, makes calls — no hallucination.
Remembers across channels. Conversation on WhatsApp → continues on web. Neo4j knowledge graph.
Plan fails → heal → re-plan with error context → retry. 3 attempts before escalating to owner.
CCTV for every agent decision. AgentTrace logs every LLM call with tokens + latency. Hallucination alerts in real-time. Live dashboard at /observability/.
Input validation blocks prompt injection. Output validation catches "I sent it" without real execution. Zero false business decisions.
PostgreSQL, MySQL, MongoDB, Salesforce, HubSpot, Shopify, Stripe, Google Sheets, REST API. QA tested — all 9 pass with graceful error handling.
Web chatbot, WhatsApp, Telegram, Discord, Voice (ElevenLabs), Email, SMS. One AI brain across all channels with shared memory.
RouterAgent → EmailAgent, ChannelAgent, BusinessAgent, SelfAgent, HealingAgent — each specialist at their domain.
Semi-autonomy: AI drafts → sends to Telegram → waits for "YES XXXXXXXX". Full autonomy: acts directly + daily report. You control the level.
Bring your own database and CRM — AI reads it, queries it, updates it
All 9 connectors QA tested — graceful error handling, official credential guides included
The only business AI platform where you can see EXACTLY what your agent decided, why, and what it did. Not a black box — a glass box.
Every LLM call logged: prompt_tokens, completion_tokens, latency_ms, model, success/fail. Every tool call: name, params, result, duration.
Input: blocks prompt injection, enforces max length. Output: detects "I sent it" without execution. Hallucinations logged instantly.
Real-time trace feed, token usage by agent, hallucination alerts, email audit trail. Self-refreshes every 30 seconds.
LOOP + TOOLS + MEMORY + AUTONOMY + ADAPTATION. The 5 properties every real AI agent must have.
Read more →How we built a 3-layer system to catch hallucinations, track every token, and audit every business decision in real-time.
Read more →Step-by-step setup for all 9 connectors: PostgreSQL, Salesforce, HubSpot, Shopify, Stripe, and more.
View guide →Start free. Connect your database. Watch your AI manage emails, update your CRM, capture leads from calls — all without you touching anything.