Feature Requests

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Submit feedback and suggest new marketplace apps, new features, enhancements, and improvements for future updates of Lumin products.
Lumin AI Product Systems Audit and Executive Product Improvement Summary
Executive Product Feedback Summary This feedback comes from a real production workflow involving preparation of an SBA Patriot Pitch competition submission. The goal was simple: Preserve an existing presentation structure while replacing content across multiple slides while maintaining formatting, spacing, typography, layout consistency, and visual quality. Lumin already demonstrates strong capabilities: • PDF editing • OCR infrastructure • Annotation tools • Collaboration systems • Cross device accessibility • AI document assistance The largest opportunity identified is adding stronger workflow intelligence. Current experience behaves primarily as a PDF utility platform. Market opportunity exists to evolve toward: Intelligent Document Execution Infrastructure Key friction discovered: Context Continuity The AI repeatedly reset conversation context during editing workflows. Users naturally expect: • Memory across editing sessions • Retention of formatting instructions • Awareness of previously discussed document objectives Example: User: Update Slide 4 Expected: System remembers previous formatting requirements. Benefit: Less friction. Higher completion rates. Greater trust. Semantic Object Recognition Current behavior appears dependent on literal text matching. Observed issue: User requested: Replace left textbox on Page 2 System attempted exact text search rather than identifying the textbox object. Opportunity: Support semantic editing: Page ↓ Textbox detection ↓ Object recognition ↓ Coordinate mapping ↓ Content replacement Users naturally think: Left textbox page 2 Software should align with user behavior. Benefit: Major improvement in editing reliability. Presentation Structure Intelligence Presentation editing differs from standard PDFs. Opportunity: Recognize: • Headers • Subheaders • Charts • Bullet sections • Contact blocks • Metrics sections • Revenue sections Example: User: Update Slide 5 revenue forecast System identifies target section automatically. Benefit: Stronger pitch deck and proposal workflows. Workflow Planning Layer Large editing projects currently behave as isolated instructions. Opportunity: AI builds execution plan: Page 1 Identity updates Page 2 Textbox replacement Page 3 History updates Benefit: Enterprise workflow acceleration. Capability Transparency Observed friction: System advertised editing capability while refusing execution. Opportunity: Surface limitations clearly: Example: Document contains flattened objects. OCR required before editing. Benefit: Greater user trust. Reduced frustration. Editing Mode Guidance Observed issue: Users may unknowingly remain in read only workflows. Opportunity: Automatic prompt: Editing requested. Switch to editing mode? Benefit: Reduced confusion. Higher completion rates. Commercial Opportunity Potential expansion markets: • Founders • Grant submissions • Government applications • Consulting firms • Enterprise operations • Proposal teams • Legal workflows • Compliance teams Largest unlock: Semantic document editing combined with persistent workflow memory. The foundation already exists. The opportunity now is reducing software management burden so users spend more time completing work. Respectfully submitted as real workflow product feedback intended to strengthen adoption, retention, execution capability, and long term platform differentiation.
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