Powered by Alibaba Qwen · Lovable Cloud

Turn inquiries into approved quotes, automatically.

QuotePilot AI reads incoming customer inquiries, asks clarifying questions when needed, drafts a structured quote, routes it for human approval, and syncs to CRM and accounting.

Seven agents, one workflow

Every inquiry flows through a chain of specialised agents. You see each one's output.

  1. Step 1

    Intake Agent

    Parses the incoming message into structured entities: customer, product, deadline, location.

  2. Step 2

    Requirement Analyst

    Summarises the request, tags category and urgency, and reports its own confidence.

  3. Step 3

    Clarification Agent

    Decides whether the inquiry is complete or needs follow-up questions.

  4. Step 4

    Quoting Agent

    Drafts realistic line items with unit prices, subtotal, tax, and total.

  5. Step 5

    Approval Router

    Pauses the pipeline and hands the quote to a human reviewer.

  6. Step 6

    Delivery Agent

    Emails the approved quote to the customer via the delivery provider.

  7. Step 7

    CRM Sync Agent

    Creates or updates the deal in HubSpot with amount and status.

  8. Step 8

    Accounting Sync Agent

    Pushes the quote to QuickBooks Estimates for finance tracking.

Fast, structured drafts

Qwen returns clean JSON line items with unit prices and taxes, ready to review.

Human-in-the-loop

Every quote passes a human before it leaves — approvals live on a single page.

CRM & accounting sync

Approved quotes push to HubSpot and QuickBooks and land in the activity log.