AI Humanize
AIHumanize is a full-stack MVP developed in-house by Creative Mantra that transforms AI-generated text into natural, human-like copy using a proprietary humaniser model, achieving 0% detection across major AI text detectors.
Developed with a React frontend, Node.js backend, and a Python-based AI inference model, AIHumanize delivers real-time text refinement with intuitive controls for tone, formality, and brevity.
YEAR
2025
CLIENT
AI Humanize
SERVICES
AI Writing Tool
PROJECT GOALS
The goal was to build a fast, reliable, and intuitive AI humanisation engine that bridges the gap between robotic AI output and authentic human expression.
- Build a controllable AI model capable of adjusting tone, warmth, and formality
- Design a simple, non-technical interface for instant text humanization
- Ensure privacy and ownership through a self-hosted custom AI model
- Deliver low-latency performance for real-time previews and editing
- Develop a scalable MVP ready for enterprise use and data-driven improvements
RESEARCH
Research focused on identifying common pain points in AI-generated content, particularly around unnatural tone, lack of voice consistency, and manual editing overhead. Existing AI writing and detection tools were analyzed to understand limitations and detection patterns. User workflows were studied to design intuitive controls that allow fast, controllable humanization without technical complexity.
TECH STACK USED
Across all projects, we leverage a modern, scalable, and performance-driven technology stack to deliver fast, reliable, and visually polished digital experiences.
React
User Interface
FRONTEND
Node.js
Core Infrastructure
BACKEND / API
Figma
Prototyping
DESIGN
USER FLOW
The user flow was designed to guide users seamlessly through the product while minimizing friction at every step. Each interaction is intentionally structured to ensure clarity, intuitive navigation, and a smooth progression toward the desired outcome.
Text Input
Users begin by pasting or writing AI-generated content directly into the editor. The input experience is fast and flexible, supporting different content lengths and use cases while keeping the interface distraction-free.
Tone Selection
Users can customize the output by selecting predefined tone presets or fine-tuning sliders for warmth, formality, and brevity. This gives users precise control over how the content sounds, aligning it with their brand voice or communication style.
Real-Time Processing
As soon as preferences are selected, the AI processes the text in real time, instantly transforming it into more natural, human-like language. Immediate feedback helps users understand the impact of each adjustment without delays.
Preview & Iterate
Users can preview the refined output instantly and continue iterating with live feedback. Small changes to tone or structure are reflected immediately, enabling rapid experimentation and faster content refinement.
KEY TAKEAWAY
AIHumanize successfully demonstrated Creative Mantra’s in-house AI capabilities by delivering a fast, reliable, and highly controllable humanisation engine. The MVP proved that AI-generated content can be refined into natural, authentic copy at scale - reducing editing time.
Hello 👋 I’m Darpan, Client success manager
If you’ve got any questions or just want to talk things through, i’m always happy to chat.
