AI Tailored for Your Data
Purpose-Built AI That Integrates Seamlessly Into Your Workflows, Giving You Full Control Over Data, Models, and Deployment.
Built for the Modern Data Stack
A cloud-native data pre-processing tool for unstructured data
The platform is designed to help data professionals leverage AI and Machine Learning in their data processing workflows. The platform enables data teams to go beyond simple transformations, and use intelligent algorithms to structure data.
Key Benefits
Data Scientists
Automate low-value tasks while maintaining full control over ML model customization.
Data Engineers
Speed up data pre-processing and extract structured insights without relying on black-box AI.
Developers
Embed AI into your apps with a flexible API—hosted in your environment, with your data.
Under the Hood
The State-of-the-Art, Finely Tuned.
The field of Artificial Intelligence (AI) research, particularly Natural Language Processing (NLP), has experienced rapid growth in recent years due to advances in computing power and data generation. As a result, numerous powerful AI models have been released.
Since Google introduced BERT, a groundbreaking language understanding model in 2018, the development of even more sophisticated tools has accelerated. Large language models like GPT have paved the way for the creation of adaptable foundation models that can tackle a wide range of problems, including those they weren’t initially designed to solve.
These foundation models can be further trained and fine-tuned through transfer learning, enabling them to acquire specialized skills and improve their performance on specific tasks. However, even with this capability, AI models often require careful tuning to excel across different datasets.
This is where the NovaceneAI Platform comes in. By combining the strengths of foundation models, transfer learning, and meticulous fine-tuning, we’ve developed peer-reviewed AI technology that outperforms competing solutions. Our approach ensures that our technology works effectively regardless of the data it’s applied to.
The NovaceneAI Platform simplifies the integration of ML models into data pipelines through a single API.
Platform Features
Ingestion: bring your own data or fetch from the web
Process your own data
Transmit data in the most convenient way to you. Extract text from unstructured files.
- Transmit data via API calls or upload via the web UI
- Upload CSVs for bulk processing
- Extract text from MS Office documents, PDFs and images
Fetch from open data sources
Monitor online sources or extend your own datasets with open data.
- Fetch from Twitter, TikTok, and Reddit
- Run web searches from within the platform
- Fetch from web sources using a built-in scraper
Intelligent transformation: go beyond simple ETL
Apply AI and machine learning algorithms to extract features and enrich your text data. Use built-in ready-to-use models or train your own.
Built-in models
Get started immediately with fine-tuned algorithms that combine state-of-the-art and proprietary technology.
- Clustering & classification
- Theme & keyword extraction
- Sentiment Analysis
- Term Frequency Analysis
- NER, semantic search, translation & more
Custom models
Bring your own labelled data and train one of our many state-of-the-art algorithms.
- Train and save your own models
- Train via web-based UI or API calls
- Retrain models as often as you need
- Choose from a variety of trainable models
- Inference speed and accuracy at your fingertips
Disseminate: on-platform visualizations and unrestricted data exports
Visualize insight right within the platform
Explore the insight with a built-in qualitative data visualization dashboard.
- Automatically-generated visualizations
- Customize dashboards using drag & drop
- Save and share reports
Send processed data back to your stack
Export and save the cleaned and organized data back into your data stack.
- Fetch processed data via API call
- Export processed data from the web UI
- Take your data back to your data stack
