Core proposal engine
Generate polished proposals with the right structure, tone, and PDF finish.
This demo turns a rough client brief into a professional multi-section proposal built for real service businesses. It uses GPT-4o when configured and falls back to a deterministic engine so the flow still works locally.
Structured JSON output
Template-enforced sections with retries for malformed responses.
Industry-aware proposals
Fifteen realistic presets across trades, creative services, IT, and events.
Send-ready PDF export
Multi-page PDF output served from a proposal-specific route.
Industry presets
Load a realistic brief instantly
Generator inputs
Tune the brief, then generate
Live draft context
Outdoor transformations with confident design language.
Full backyard redesign with a natural stone patio, custom cedar planters, low-maintenance garden beds, landscape lighting, and irrigation for a 2,000 square foot property.
Location
High Park, Toronto
Timeline
3 weeks from mobilization
Budget
$18,000 - $24,000
Preview panel
The proposal appears here in real time.
Use a preset or write your own project brief. Once the engine returns structured sections, this panel becomes a polished proposal preview with PDF export.
Expected sections
Live brief excerpt
Full backyard redesign with a natural stone patio, custom cedar planters, low-maintenance garden beds, landscape lighting, and irrigation for a 2,000 square foot property.