Without your business context
“Here is an outline for your proposal: introduction, scope, terms, and next steps.”
Useful guidance. Your team gathers the information and builds the document.
Working conversations
One question. Plenty to discover.
Each case is a simulated conversation between a person and Mara. Watch it unfold; pause, continue, or replay whenever you want.
Every example on this page is simulated to show the type of work Mara can help move forward — none of these are real client conversations.
Simulated demonstration
Conversation
Client proposal
The same request. Two possibilities.
A good answer is just the beginning.
The difference appears when AI can work with your business information and processes.
“Prepare a business proposal for this client.”
Simulated exampleWith context and connected tools
Client recordApproved scope
Business proposal
A draft with the authorized scope and missing details flagged.
Your team reviews and decides before sending.
Illustrative scenario. Sources, permissions, and outcomes are defined and tested for each implementation.
What does a real implementation need?