Real-time complex writing simplifier
TL;DR
Real-time jargon rewriter for lawyers and researchers that instantly simplifies complex text in Gmail/PDFs so they decode contracts 30% faster and review papers 40% quicker.
Target Audience
Knowledge workers like researchers, lawyers, corporate managers, and students who read complex writing daily (e.g., emails, contracts, academic papers).
The Problem
Problem Context
Professionals like researchers, lawyers, and managers spend hours daily decoding overly complex writing in emails, documents, and research papers. They rely on clear communication for decisions, but jargon and long sentences slow them down. Current tools either don’t simplify in real-time or require manual input.
Pain Points
Users struggle with jargon-heavy text that wastes time and causes frustration. Manual workarounds like re-reading or asking colleagues are inefficient. Existing tools (e.g., Hemingway Editor) don’t integrate with daily workflows like emails or PDFs.
Impact
Wasted time translates to delayed decisions, missed deadlines, and lower productivity. For example, a lawyer might spend 2 hours decoding a contract instead of 30 minutes. Researchers lose focus trying to parse academic papers, reducing output quality.
Urgency
This problem can’t be ignored because it directly impacts daily work. Professionals who rely on clear communication (e.g., contracts, research) face constant interruptions. The longer it goes unsolved, the more time and money are lost.
Target Audience
Beyond the original poster, this affects researchers, lawyers, corporate managers, students, and anyone who reads complex writing daily. Industries like academia, law, and business face this problem at scale.
Proposed AI Solution
Solution Approach
A browser extension + cloud API that automatically simplifies complex writing in real-time. It replaces jargon with plain English while preserving meaning, integrating with tools like Gmail, LinkedIn, and PDF readers. Users see simplified text without manual effort.
Key Features
- Jargon replacement: Uses a proprietary dataset to swap terms like ‘heretofore’ with ‘before’ automatically.
- PDF/email integration: Works within Gmail, LinkedIn, and PDF readers without copying text.
- Custom dictionaries: Users can add industry-specific terms (e.g., legal jargon) for personalized simplification.
User Experience
Users install the browser extension and see simplified text instantly. For example, opening a complex email shows a ‘Simplify’ button—clicking it rewrites the text in plain English. No manual input or re-reading is needed. The tool works across all web pages and documents.
Differentiation
Unlike manual tools (e.g., Hemingway Editor), this works in real-time across all text inputs. It’s faster than copying text into another app and integrates natively with daily tools (e.g., Gmail). The proprietary jargon dataset ensures accuracy for industries like law or academia.
Scalability
Starts with individual users, then expands to team plans for firms (e.g., law offices). Adds features like API access for enterprises or custom jargon datasets for specific industries. Pricing scales with usage (e.g., per-user or team plans).
Expected Impact
Users save 2+ hours weekly by avoiding manual simplification. Lawyers close contracts faster; researchers analyze papers quicker. Teams adopt it to standardize communication, reducing errors from misinterpreted jargon.