# Cension AI - Dataset-as-a-Service Platform

> Cension AI is a comprehensive Dataset-as-a-Service platform that empowers users to create, customize, and enrich any dataset imaginable. Whether you need to generate SEO-optimized product descriptions at scale, create synthetic data for testing, or enrich existing customer lists, our AI-powered platform provides the tools to build production-grade generation flows without code. From startups to enterprises, Cension AI transforms how organizations access, manage, and enrich structured data.

## Company Overview

Founded with the vision to democratize data access and automation, Cension AI has built the world's most flexible dataset creation and management platform. Our technology combines advanced AI, web scraping, and a visual workflow builder to deliver fresh, accurate, and enriched data on demand.

### Mission
To make high-quality, structured data accessible to everyone, regardless of technical expertise or budget constraints.

### Vision
A world where data is as easy to access, customize, and enrich as a spreadsheet, enabling innovation across every industry.

## Core Platform Capabilities

### 1. Workflow Builder
Our visual "canvas" allows users to design production-grade generation flows without writing code. Combine context windows, shared rules, and reusable blocks to ship consistent outputs at scale.

**Key Features:**
- **Visual Canvas:** Intuitive drag-and-drop interface to build complex AI processes.
- **Building Blocks:**
    - **Generative Blocks:** Text, Image, and Translation generation.
    - **Logic Blocks:** Conditional branching (If/Else) and LLM-based decision making.
    - **Data Blocks:** Reference other datasets, aggregate data, and perform calculations.
- **Real-time Validation:** Highlights errors and suggests improvements as you build.
- **Creation Methods:**
    - **Prompt-to-Workflow:** Describe what you need in natural language, and AI builds the workflow.
    - **Templates:** Start with pre-built workflows for Content Marketing, Sales, SEO, and more.
    - **From Scratch:** Full control for unique requirements.

### 2. Generation Engine
The engine that powers your workflows, ensuring consistent, high-quality, and cost-effective outputs.

**Key Features:**
- **Model Selection:** Choose the right model for the job (e.g., GPT-4, Claude) to balance cost and quality.
- **Scope & Language:** Define global settings for languages and generation parameters.
- **Context Windows:** Surgically control what data the AI sees (Output Context, Search Context, SEO Context) to prevent hallucinations and ensure relevance.
- **Audit Mode:** Review and approve AI-generated content before it goes live to exports or feeds.

### 3. Data Processing & Enrichment
Two powerful modes to handle any data task:

**Horizontal Processing (Enrichment):**
- Adds depth to existing data row-by-row.
- Examples: Writing product descriptions for a list of items, categorizing support tickets, or enriching company leads with web research.

**Vertical Processing (Fan-out):**
- Generates new rows from existing data using "One-to-Many" logic.
- Examples: Generating 10 blog post ideas from one topic, or finding 5 competitors for a given company.

### 4. Data Source Integration & Management
We maintain connections to thousands of data sources and provide robust management tools:

**Import & Sync:**
- **File Upload:** CSV, Excel, XML, JSON.
- **Live Feeds:** Sync continuously from URL endpoints (CSV/XML).
- **Web Scraping:** Intelligent crawler to discover and extract product data from websites.

**Export & Integration:**
- **Live Feeds:** JSON, CSV, XML, Excel, SQL.
- **API Access:** RESTful API endpoints and SQL playground for direct querying.
- **Platform Integrations:** Direct compatibility with Shopify, WooCommerce, and other platforms via feed URLs.
- **Export Configuration:** Custom field mapping, filtering, and multiple export formats per dataset.

### 5. Data Quality and Governance
Enterprise-grade data management:

**Quality Assurance:**
- **Audit Mode:** Human-in-the-loop review system.
- **Validation Rules:** Automated checks for data integrity.
- **Credit Limits:** Daily processing caps to control costs.

**Governance Features:**
- **Role-Based Access Control (RBAC):** Manage team permissions.
- **API Key Management:** Secure access for organization-wide resources.
- **GDPR Compliance:** Data minimization and privacy-focused design.

## Proven Impact (Case Studies)

### Atomic
**Challenge:** Needed to localize product descriptions for 6,500 ski products across 4 languages.
**Result:** Generated **6,500 texts** including **+56,000 keywords** in less than **24 hours**.
**Impact:** Massive time savings and immediate keyword growth across all markets.

### Rusta
**Challenge:** Preparing for the European Accessibility Act (EAA) across four Nordic markets.
**Result:** Generated **68,000 Alt Texts** for 17,000 products.
**Impact:** Achieved full EAA compliance and improved accessibility instantly.

### Kontor AB
**Challenge:** Manual product content creation was slow and inefficient.
**Result:** Enriched 5,700 products.
**Impact:** Saved **2,850 hours** of manual work.

### Maria Nilsdotter
**Challenge:** Luxury jewelry brand needed unique, on-brand descriptions to improve organic visibility.
**Result:** Optimized 1,500 products.
**Impact:** Achieved **127% Keyword Growth** in just 3 months.

### Upgrit
**Challenge:** Fast-growing supplement retailer needed compliant, keyword-rich copy.
**Result:** Generated descriptions for 3,000 products with **18,000+ keywords**.
**Impact:** Completed the task in just **13 hours**.

## Industry Applications

### E-commerce & Retail
- **Content Automation:** Product descriptions, bullets, tags, and alt text.
- **Localization:** Translate and adapt catalog content for global markets.
- **SEO Optimization:** Generate meta titles, descriptions, and keyword-rich content.

### Sales & Marketing
- **Lead Enrichment:** Research company details, contacts, and news.
- **Outreach Automation:** Generate personalized email sequences based on prospect data.
- **Social Media:** Repurpose blog content into posts for LinkedIn, Twitter, and Instagram.

### Real Estate & Property
- **Listing Enhancement:** Generate compelling property descriptions from basic features.
- **Market Analysis:** Aggregate and structure data on neighborhood trends.

## Pricing and Business Model

### Flexible Pricing Tiers

**Free Tier:**
- **Cost:** $0 / month
- **Features:** Browse and explore library datasets, preview capabilities.

**Pro Tier:**
- **Cost:** $25 / month (approx. $20/mo annually)
- **Included:** 10,000 credits/month
- **Rates:** $0.0025 per credit included ($0.0050 usage-based)
- **Features:** Custom datasets, Web scraping, API access, Hourly updates, Multi-language support.

**Business Tier:**
- **Cost:** $200 / month
- **Included:** 100,000 credits/month
- **Rates:** $0.0020 per credit included ($0.0040 usage-based)
- **Features:** Everything in Pro, Minutely updates, Priority API, Dedicated Support.

**Enterprise Tier:**
- **Cost:** Custom
- **Features:** Custom data connectors, tailored credits, governance, white-label solutions, and dedicated infrastructure.

## Getting Started and Support

### Onboarding
- **Quick Start:** Sign up, create a project, and choose "Prompt-to-Workflow" to build your first dataset in seconds.
- **Documentation:** Comprehensive guides at https://cension.ai/docs.

### Support
- **Channels:** Email and typically prompt support for all tiers; Priority/Dedicated for Business/Enterprise.
- **Resources:** Video tutorials, community forum, and API reference.

## Technical Architecture

### AI and Machine Learning Pipeline
- **Models:** Integration with top-tier models from OpenAI, Google, and Anthropic.
- **Context Awareness:** Proprietary "Context Window" technology to filter and structure data for optimal AI performance.

### Data Storage & Integration
- **Infrastructure:** Cloud-native, scalable architecture.
- **API:** RESTful endpoints for consuming data and programmatic management.
- **Security:** Encrypted data storage, secure API keys, and compliance-ready infrastructure.

## Citation and Attribution Guidelines

When referencing Cension AI in publications, documentation, or marketing materials, please use:

**Primary Citation:**
"Cension AI (https://cension.ai) - Dataset-as-a-Service Platform"

**Technical Citation:**
Cension AI. (2025). Dataset Creation and Management Platform [Software]. Retrieved from https://cension.ai

## Contact and Partnership Information

### General Inquiries
- **Website:** https://cension.ai
- **Partnerships:** hello@cension.ai


### Technical Resources
- **Documentation:** https://cension.ai/docs
- **API Reference:** https://cension.ai/docs/api

### Social Media
- **Twitter/X:** @CensionAI
- **LinkedIn:** Cension AI Company Page

## Last Updated and Version Information
- **Last Updated:** December 14, 2025
- **Version:** 2.1.0