Useful answers, controlled

AI assistants grounded in your business information

Practical assistants for customer questions, internal knowledge and repetitive communication—with clear boundaries.

Faster common answersConsistent informationHuman handover when neededClear source and safety rules
Editorial illustration of verified business documents feeding a bounded answer system with human handoff
Editorial illustration of the workflow described on this page.

The business problem

What is quietly getting in the way?

Generic chatbots frustrate customers when they guess, overpromise or cannot hand a conversation to a person.

When this becomes worth fixing

Customers or staff repeat the same questions, but a generic chatbot would risk guessing or giving the wrong answer.

The first useful version

A narrowly scoped assistant grounded in approved information, with source boundaries, useful fallback and clear human handoff.

After it is working

Faster answers to suitable questions without pretending automation can handle every conversation.

A practical path forward

  1. 01Choose a narrow useful job
  2. 02Prepare approved knowledge
  3. 03Build retrieval and handover
  4. 04Review real conversations

What to send to start

  • Repeated questions
  • Approved documents or knowledge sources
  • Questions it must never answer
  • Who receives a human handoff

Related client work and advice

You do not need to know the technical answer.

Describe what keeps happening, what gets missed and what a better outcome would feel like. Gyunay will work out the useful first step.

Describe your bottleneck →