
KPI
Proposal and follow-up turnaround with qualified handoff quality
Record path
Email or form intake -> routing logic -> CRM or sheet stays authoritative
Review rule
Pricing promises, unusual requests, and low-confidence qualification remain human-reviewed.
Proof
Inquiry routing stops living in the founder inbox
Team view
Proposals, quote context, follow-up, and CRM cleanliness
The goal is not autonomous selling. The goal is a calmer sales document desk: clearer inquiry routing, export RFQ response packets, faster proposal and follow-up drafting, and cleaner pipeline records inside the systems the team already uses.
- One bounded lane before expansion
- Existing stack stays primary
- Weekly review decides what changes next

