AI agents & chatbot development
Help customers and teams get answers sooner.
Repeated questions can keep your team away from work that needs their attention. VisionWrapper builds assistants that use your business knowledge, help people find information and connect to agreed tools when a task needs action.
Based in Pune. Working with businesses across India.
What this service helps you do
A business chatbot answers questions through a conversation. An AI agent can also plan or carry out agreed steps using connected tools. Both need clear instructions, appropriate access and a way to hand work back to a person.
Where it can help your business
Answer recurring customer questions
Help customers find product, service or process information from approved material. Give your team a handoff when a question needs personal attention.
Help your team find knowledge
Search internal documents and procedures through a conversational assistant. Plan access around the information each user should be able to see.
Carry out agreed business tasks
Connect an agent to selected tools for tasks such as creating a record or preparing a summary. Add approval before actions that need a person’s judgment.
A clear path from idea to daily use
Explore our capabilitiesDefine the assistant’s job
We identify who will use it, which questions or tasks it should handle, and when it should ask for help.
Connect knowledge and tools
We prepare the agreed sources, define tool access and build review or handoff steps around the task.
Test conversations and actions
Your team reviews common questions, unclear requests and failure cases before rollout. We discuss monitoring and updates as your information changes.
Before we start
What is the difference between a chatbot and an AI agent?
A chatbot mainly responds within a conversation. An agent can also use tools to complete a task, such as looking up a record or preparing a follow-up. Its permissions and approval steps should match the action it performs.
Can the assistant answer from our own documents?
Yes, we can build an assistant around approved business documents and knowledge sources. It retrieves relevant information before generating an answer. The quality and freshness of those sources affect the answers.
Can a person take over the conversation?
We can design handoffs for questions the assistant cannot answer or actions that require approval. The available handoff depends on your support tools and the process agreed for the project.
Can an AI assistant give incorrect answers?
Yes. We test the assistant, define what it should do when information is missing and add source references or human review where appropriate. Ongoing checks are needed as your business information changes.
Bring us a task worth improving.
Bring common questions, the information your team uses to answer them and a list of tools the assistant may need. We can then discuss a useful first scope.