AI Proposal Workspace for Freelancers
From job board scanning to qualified proposals — AI-assisted sales workflow with human approval on every send.
- Industry
- Sales & agencies
- Location
- USA
- Timeline
- 12 weeks
By the numbers
- Hours/day
- Reclaimed from manual prospecting
- 100%
- Outbound submissions human-approved
- Closed-loop
- Proposals tracked to replies and wins
- Blank → draft
- Every proposal starts pre-written
The problem
Agencies and solo operators juggled multiple job boards, copied lead details into spreadsheets, and rewrote proposals for every opportunity — with no system tracking which messaging won work. Good leads were missed because scanning was manual. Bad-fit projects got proposal time because qualification was guesswork. Follow-ups lived in personal inboxes with no connection to outcomes.
What we built
We built Fortivex CRM — a supervised sales workspace that discovers opportunities, filters poor fits, drafts tailored proposals for human review, and tracks replies and win rates. Nothing sends without approval. The system learns from outcomes so operators repeat what converts instead of guessing.
Our approach
- Studied how top freelance operators qualify and pitch — mapped the daily workflow
- Built opportunity discovery and filtering with configurable fit criteria
- Integrated AI proposal drafting with tone and scope matching per opportunity
- Designed human-in-the-loop approval — every submission reviewed before send
- Added outcome tracking linking proposals to replies, wins, and revenue
- Shipped as a live product at crm.aviroqen.com with ongoing iteration
Results & outcomes
- Hours of daily job board scanning reduced to a reviewed daily queue
- Proposal drafts ready for edit and send — not written from blank page
- Human approval on every outbound submission — no unsupervised auto-sending
- Win-rate visibility by client type, budget range, and proposal angle
- Inbox and follow-up tracking in one workspace instead of scattered tabs
Hours saved daily on prospecting
Analysis
The design bet is supervised, not autonomous. Discovery and drafting are automated to kill the daily grind of scanning boards and writing from a blank page, but nothing sends without human approval — which protects quality and account safety while still removing the busywork. The closed-loop tracking is what makes it compound: linking proposals to replies and wins turns "which angle works?" from guesswork into evidence, so operators repeat what converts instead of re-guessing every day.
Related product
Fortivex CRM is a supervised sales workspace for freelance operators. It discovers new opportunities, filters out poor fits, drafts tailored proposals for your review, and tracks replies and outcomes so you can repeat what works instead of guessing.
View Fortivex CRM →