​Intelligence Tools act as all-see-Dashboard to view the data across timelines, domains, geographies, products and services to make well informed decisions to strategize, convey, adveritize about products and services companies make or sell. 

Various intelligence tools and platforms exist to address various challenges, some focusing broad categories as market or consumer intelligence and some focusing on industry verticals such as market research, tracking, social media analysis. 

Most, if not all, platforms focus on the software side of solutions. Offerings, data collection, storing and integrations. Analysis is based on preset templates or search based ones. Platforms that offer data analytics, machine learning or artificial intelligence are too limited in their scope or can't fully address the needs of the companies. 

NaturalText AI is fully solving this problem with our Zero-Shot Graph AI for Enterprise Relational Data. 

Unique Features of NaturalText Intelligence Platform 
 

1. Similar Data Removal : Near duplicates or similar info removed by semantic comparison by AI. Exact Duplicates removed by hashing comparison.

2. Ranking : AI automatically ranks the information based on natural analysis.

3. Search Ranking : Search results ranked based on popularity, concepts and connections. Not by vector distance.

4. Hierarchical Clustering : Natural clustering method automatically creates clusters in large dataset. Real time continuous updating of clusters.

5. Recommendations/Suggestions : Based on contextual and semantic similarity, suggestions or recommendations provided.

6. Connections & Knowledge Graph : Visualization of data in network graph format.

 

Data Ingestion Layer 

 

1. Open Source and proprietary tools.

2. Consumes all data - structured, unstructured, mixed, tabular.

3. Asynchronous scheduling and database updates.

4. NaturalText Database built for scalability or OpenSource Database can be chosen.

Data Processing & Normalization

 

1. Standardized workflow.

2. Standard NER and NaturalText AI NER.

3. NaturalText AI NER based on alignment.

4. Spell checks and Word level cleanups.

5. Similar and Near duplicates will be removed or combined.

Metadata Tagging via Taxonomy

 

1. Tagging based on Natural Clustering.

2. Multilevel tagging or hierarchical tagging.

3. Reasons for Tagging shown to inspect, debug.

4. AI based addition with manual review.

5. Version Control for Taxonomy, tagged information.

Analytics & Intelligence Layer

 

1. Hierarchical clustering.

2. Recommendations/Suggestions of all data based on meta data and similarity .

3. Ranking based popularity, connections, context and semantic similarity.

4. DSL based custom alert triggers / Automatic alert triggers based policies.

5. Summaries using ranked concepts.   

FrontEnd & User Interface

 

1. Secure fast Frontend

2. Full API based interaction.

3. JSON based data communication.

Search & Query Functionality

 

1. Ranking.

2. Semantic Search.

3. Concept based cluster search.

4. Natural query language.

5. DSL based query language for advanced analytics.

Scalability & Architecture

 

1. Fully Distributed Load Balanced Setup.

2. Cloud hosting.

3. Database, Application Server - fully distributed and load balanced.

Security & Compliance

 

1. Full 360 Security features enabled.