AI Capabilities

The full stack — agents, models, and pipelines

We don't just deploy a chatbot. We architect the entire AI surface area — from the model layer to the orchestration layer to the analytics layer.

AI Agents

Goal-driven autonomous agents that plan multi-step actions, call tools, and self-correct.

  • Multi-domain routing
  • Tool / function calling
  • Memory + session state
  • Human handoff fallback

LLM integrations

Provider-agnostic — OpenAI, Anthropic, Gemini, open-source — with cost + latency aware routing.

  • GPT-4o / Claude / Gemini
  • Domain-specific fine-tunes
  • Streaming + tool use
  • Per-tenant key isolation

Chatbots

Embedded chat that lives on your website, in WhatsApp, in Slack — wherever your customers are.

  • Web widget (1 line of JS)
  • WhatsApp Business API
  • Slack DM + mention
  • Custom channel adapters

Automation pipelines

Event-driven workflows triggered by chat, email, webhooks — with full retry and audit semantics.

  • Event bus + queues
  • Idempotent retries
  • CRM dispatch (HubSpot / Salesforce / Zoho)
  • Reminder scheduler

Predictive analytics

Models that turn raw conversation + transaction data into forecasts your team actually uses.

  • Churn / risk scoring
  • Demand forecasting
  • Anomaly detection
  • Conversation insights

Knowledge ingestion

Bring your docs, PDFs, websites, FAQs, and CRM tickets — RAG-grade retrieval out of the box.

  • Doc / PDF / DOCX import
  • Web crawler
  • Auto-chunking + embed
  • Per-domain isolation

Ready to put these to work?

Try Hanvitt AI Platform directly, or talk to our solutions team.

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Hanvitt Consulting & Solutions — four disciplines, one partner. AI consulting, lead generation, modern websites, and legacy modernization, shipped end to end. We also run two platforms on the side: Hanvitt.in for individuals and Hanvitt AI Platform for SMEs.

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