Teneo.io

AI-powered nonfiction book generation platform. Create complete books with advanced content control.

Overall Progress90% Complete

Current Status

Core Platform

Book Generation95%
Content Control90%
User Interface85%

Infrastructure

RAG Integration100%
AI Pipeline95%
Quality Control80%

Ecosystem

Cover GenerationLive
Fact Checking70%
Marketplace70%

The Problem

Creating high-quality nonfiction books is incredibly time-consuming. Authors spend months researching, outlining, writing, and editing. Most never finish. Those who do often struggle with distribution and keeping only 35% of revenue through traditional publishers.

Existing AI writing tools produce generic content without proper research integration, fact-checking, or the nuanced control authors need for their expertise.

The Solution

Teneo combines conversational AI with advanced knowledge management to let subject matter experts create books through dialogue. The system understands context, maintains consistency across chapters, and integrates research automatically.

Conversational Creation

Authors describe their knowledge through natural conversation. The AI asks clarifying questions and structures content professionally.

Advanced Control

Fine-tune tone, style, depth, and structure. Authors remain in control while AI handles the heavy lifting.

Technical Architecture

Core Stack

Next.js 15, TypeScript, Tailwind CSS, Supabase, Vercel

AI Pipeline

Claude 3.5 Sonnet for generation, GPT-4 for editing, custom fine-tuned models for specific tasks

Knowledge Management

UniversalRAG.io for context-aware retrieval, vector embeddings, psychological user modeling

Quality Assurance

ClaimVerify.io integration, automated fact-checking, consistency analysis

Ecosystem Integration

Teneo is the creative hub of the AI Publishing Stack, orchestrating all other tools to deliver a complete book publishing experience.

Intelligence Layer

BookRadar.io

Suggests trending topics and optimal timing for book releases

ProfileEngine.com

Adapts writing style to target audience psychology

UniversalRAG.io

Provides context-aware research and knowledge retrieval

Quality Assurance

ClaimVerify.io

Automatically fact-checks claims against 6.7M+ legal cases

LLMScope.com

Monitors generation quality and optimizes token usage

Creative Assets

BookCoverGenerator.ai

Creates professional covers matching book content and genre

Distribution

ConversOS.ai

Powers intelligent discussions about published books

Open Book Marketplace

Direct sales platform with 95% revenue retention

Development Timeline

Q4 2024 - Core Development

Built conversation engine, integrated UniversalRAG, developed content pipeline

Q1 2025 - Beta Testing

Closed beta with select authors, refining user experience and quality controls

Q2 2025 - Public Launch

Full public release with marketplace integration and advanced features

Project Stats

StartedOct 2024
Launch TargetQ2 2025
Team Size1 (Solo)
Lines of Code~45k

Connected Projects

UniversalRAG.io

Knowledge management backbone

BookCoverGenerator.ai

Automated cover design

ClaimVerify.io

Fact-checking integration

Open Book Marketplace

Direct distribution platform

Current Focus

UI/UX Polish

Refining the conversation interface for better author experience

Quality Control

Improving output consistency and implementing better guardrails