Swafinix Logo
lo

Analytics & Business Intelligence (BI)

AI agents in this sector supercharge data teams and business users by automating data wrangling, generating real-time insights, and democratizing analytics.

AI Agents

Data Preparation Agent
Cleans, transforms, and enriches raw data for analysis—without requiring SQL or Python expertise.

Features

  • Auto-detects missing values, outliers
  • Suggests transformations (e.g., normalization, encoding)
  • Recommends joins or filters based on query goals
  • Converts messy Excel files or logs into structured tables

AI Capabilities

  • PandasAI, Data Wrangler LLMs
  • OpenAI with LangChain + SQL agents
  • dbt integration

Components

  • Data quality checker
  • Auto-join recommender
  • File-to-table transformer
  • No-code preprocessing UI

Business Value

Saves time for data analysts
Reduces data quality issues
Democratizes data wrangling
Business Models

Potential Business Models
for Your Company

Our proprietary systems are constantly monitored for optimal performance. Track real-time data across all our technological innovations with our advanced analytics dashboard.

Model TypeDescriptionExample
EnterprisesEmbedded AI agents inside BI toolsEnterprise licensing
Marketing/Sales DeptsCustom KPI dashboards and NLP insight botsSeat-based pricing
Data TeamsAutoML + insight generation as assistantsUsage-based APIs

Use Cases

Discover how our solutions can transform your business across various scenarios

1

Embedded AI Dashboards

Auto-populated analytics panels with LLM summaries
Embedded AI Dashboards illustration
2

Natural Language Query Bots

Enables asking questions like 'Why did revenue dip in Q2?'
Natural Language Query Bots illustration
3

Anomaly Root Cause Explorer

Backtracks KPI anomalies to potential causes
Anomaly Root Cause Explorer illustration
4

Auto-generated Business Reviews

Turns data into monthly/quarterly review documents
Auto-generated Business Reviews illustration

Ready to Transform Your Industry?

Whether you're in healthcare, finance, manufacturing, retail, or another sector entirely, our proven approach adapts to your unique challenges.