Features

Every piece you need in one place.

A tour of the building blocks behind Ai-Sns.io — from the moment you upload your first PDF to the day your bot answers its millionth message.

📚

Train on your knowledge

Add any combination of websites (one URL or an entire sitemap), PDFs, Word docs, plain text, Notion pages, or a CSV of FAQs. We chunk, embed, and index everything automatically, then re-train on a schedule you choose.

  • ✓ Daily, weekly, or manual re-indexing
  • ✓ Per-source visibility & pruning
  • ✓ 30+ languages, including RTL
🧠

Bring your own model

Pick the right large language model for the job: Anthropic Claude, OpenAI GPT, Google Gemini, Groq-served Llama, or Mistral. Change the model on any bot at any time without re-training your sources.

  • ✓ Per-bot model overrides
  • ✓ Cost dashboards per provider
  • ✓ Fallback chain if a provider is down
🎭

Persona and guardrails

Give the bot a name, tone, and personality. Whitelist or blacklist topics, force citations from your sources, and add custom refusal messages. Detailed transcript reviews help you tune the personality fast.

🪄

Actions and workflows

Let the bot do more than answer. Trigger a webhook to create a ticket, capture a lead in your CRM, or escalate to a human in Slack. Define inputs the bot needs to gather before firing the action.

🌍

Channels everywhere

Embed the bubble on your site, install it as a Slack or Discord app, route it to WhatsApp Business, plug it into Intercom or Zendesk, or call it from your own backend through our REST and streaming APIs.

📊

Insights that teach you

See top questions, bot confidence scores, dead-end conversations, sentiment trends, and per-source helpfulness. Click any answer to view the exact passages the model used to compose it.

🛡️

Security by default

EU and US data regions, SSO, SCIM, audit logs, configurable retention, and customer-managed keys on the Scale plan. We never train shared models on your data.

⚙️

Developer-friendly

Typed REST API, websockets for streaming, generous webhooks, a public schema, and SDKs for JavaScript, Python, Go, and Ruby. Everything you can do in the dashboard, you can do in code.

Designed for production

Built for the realities of a busy support inbox.

99.95% uptime SLA

Multi-region deploys, automatic failover, and a public status page so you always know what's happening.

Streaming responses

Token-by-token streaming keeps replies snappy. Users see the first word in under 300 ms on most plans.

Rate limits you control

Set per-bot and per-user caps so a viral spike never wrecks your monthly budget.

Human handoff

One click for the user, one channel for your agents — Slack, email, or a dedicated inbox in the dashboard.

Knowledge gaps

Every "I'm not sure" gets logged with the user's question so you can add the missing answer in seconds.

Versioning

Snapshot a bot before changing the prompt or sources. Roll back instantly if metrics dip.

Ready to put it to work?

Spin up a bot on the free plan in under five minutes.

Get started