AI Collection Interface
AI Collection is Prisme.ai’s enterprise-grade tabular data management platform that enables users to create AI agents for analyzing and enriching structured data. It offers a powerful yet intuitive interface for uploading, processing, and querying tabular data using natural language, all within a secure and managed environment.

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Key Features

Versatile Data Upload

Upload data manually or connect to AI Builder, internal tools, or existing databases

AI-Powered Data Enrichment

Add new columns and enrich data with AI agents processing each row

Natural Language Querying

Query complex tabular data using conversational language

Custom Views

Create and share personalized data views using natural language

Seamless Integration

Connect with AI Builder to create specialized tools for AI Knowledge agents

Enterprise Security

Complete data protection with access controls and compliance features

Token Optimization

Built-in tools to evaluate and optimize token usage for cost efficiency

Team Collaboration

Share datasets and custom views with team members for enhanced productivity

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Who Uses AI Collection?

AI Collection is designed for all users who work with structured data, from data analysts to business users with no technical expertise.
Data analysts use AI Collection to:
  • Process and transform large datasets quickly
  • Enrich data with AI-generated insights
  • Create custom views for specific analytical needs
  • Build reusable data processing workflows

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Core Capabilities

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Data Ingestion and Management

AI Collection provides multiple options for bringing data into the platform:
  • Manual upload of CSV, Excel, and other tabular formats
  • Connection to AI Builder for scraping web data
  • Integration with internal tools (CRM, databases, product analytics)
  • Automated data refresh and scheduling
  • Version control and history tracking

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AI-Powered Data Enrichment

Transform and enhance your data with AI-powered processing:
  • Add new columns based on AI analysis of existing data
  • Process data row by row with specialized AI agents
  • Apply transformation rules using natural language
  • Merge and join datasets with intelligent matching
  • Detect anomalies and inconsistencies automatically

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Natural Language Querying

Interact with your data using conversational language:

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For Business Users

  • Ask questions about your data in plain English
  • Get immediate answers without writing SQL
  • Visualize results instantly with auto-generated charts
  • Save frequently used queries for quick access

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For Technical Users

  • Generate optimized SQL from natural language
  • Fine-tune generated queries for complex analysis
  • Create parameterized query templates
  • Audit and optimize query performance

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Custom Views

Create and share personalized data views using natural language:
  • Define views using conversational descriptions
  • Share views with team members and stakeholders
  • Set automated refresh schedules for views
  • Export views to various formats (CSV, Excel, PDF)
  • Embed views in other applications and dashboards

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Integration with Other Prisme.ai Products

AI Collection works seamlessly with other Prisme.ai products:
  • AI Builder - Create data collection agents that feed into AI Collection
  • AI Knowledge - Provide data-driven tools for knowledge agents
  • AI SecureChat - Query data directly within conversations
  • AI Governance - Apply access controls
  • AI Insights - Track usage patterns and effectiveness

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Token Optimization

AI Collection includes tools to help you manage token usage and control costs:

Usage Analytics

Track token consumption across datasets and operations

Cost Estimation

Preview estimated token usage before processing large datasets

Optimization Recommendations

Get AI-powered suggestions to reduce token consumption

Usage Quotas

Set limits and alerts for token usage at user or team level

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Getting Started with AI Collection

1

Access AI Collection

Log in to your Prisme.ai instance and select AI Collection from the main menu.
2

Import your data

Upload a dataset or connect to an existing data source.You can upload CSV files, connect to databases, or pull data from other systems.
3

Enrich your data

Use AI agents to add new columns or transform existing data.Specify what you want to add in natural language, and AI Collection will process your data.
4

Create custom views

Generate specialized views of your data using natural language descriptions.Share these views with your team for quick access to common data insights.