AI Chatbots and Agents

Context-aware bots on ChatGPT, Claude and Gemini, handling customer service and sales workflows.

Abstract cover artwork for AI Chatbots and Agents

What this covers

  • Multi-agent orchestration
  • Secure database grounding
  • Conversation memory
  • Omnichannel deployment

What we build on

Model choice is a dependency, not an identity. We keep the provider swappable and evaluate before switching.

  • Claude
  • GPT
  • Gemini
  • Llama
  • Whisper
  • Embeddings
  • Vector search
  • RAG
  • Function calling
  • Evals

Where this is heading

Chat is turning into action: agents that complete a refund or book the slot rather than describing how. That shifts the hard part to permissions and audit trails, which is where we spend the design time.