Custom AI Agents tailored to
your workflow
Go beyond generic AI. Configure specialized agents optimized for data quality, statistical analysis, or custom business logic. Each agent brings domain expertise that understands your specific needs.
What Are Custom AI Agents?
Custom AI Agents are specialized versions of our AI engine, each trained and optimized for specific types of data tasks. Unlike a generic AI that tries to do everything, each agent brings focused expertise to deliver better, more accurate results for its domain.
Generic Agent
Your all-purpose assistant for exploratory analysis and general questions.
- Natural language queries
- Multi-domain knowledge
- Basic statistical analysis
Data QA Agent
Specialized in data quality, validation, and ensuring your data is trustworthy.
- Schema validation & profiling
- Anomaly detection
- Data quality scoring
Data Scientist Agent
Advanced agent for complex statistical modeling and predictive analytics.
- Statistical modeling
- ML insights & predictions
- Feature engineering
Data QA Agent: Your
Quality Guardian
The Data QA Agent is specifically trained to identify data quality issues before they impact your analysis. It automatically validates schemas, detects anomalies, and ensures your data meets quality standards.
Automatic Schema Validation
Checks data types, required fields, and format consistency
Anomaly Detection
Flags outliers, unexpected nulls, and suspicious patterns
Data Profiling Reports
Generates comprehensive quality scores and metrics
Duplicate Detection
Identifies and reports duplicate records across datasets
Data Scientist Agent:
Advanced Intelligence
The Data Scientist Agent brings PhD-level statistical expertise to your data. It performs complex analyses that would typically require specialized training — regression modeling, time series forecasting, clustering, and more.
Statistical Modeling
Regression, ANOVA, hypothesis testing with full statistics
Predictive Analytics
Time series forecasting with confidence intervals
Machine Learning Insights
Clustering, classification, and pattern recognition
Feature Engineering
Automatically identifies important variables and relationships
Bring Your Own AI Provider
Custom Agents work with your preferred AI provider. Configure once, and every agent uses your API keys and model preferences — giving you full control over costs, performance, and data handling.
Multiple Provider Support
OpenAI, Anthropic Claude, Google Gemini, and more
Model Flexibility
Choose from GPT-4, Claude 3, Gemini Pro, and other models
Secure Key Storage
Your API keys are encrypted and never exposed in logs
Cost Control
Use your own API billing — no markup, no surprises
Consistent Results
Across Your Entire Team
When everyone uses the same specialized agents, your entire team gets consistent, reliable results. No more conflicting analyses or confusion about which approach to use.
Standardized methodology
Everyone uses the same approach for similar questions
Shared agent configurations
Configure once, benefit across your organization
Reproducible insights
Same questions always yield comparable results
Which Agent Should You Use?
Each agent is optimized for specific workflows. Here's how to choose the right
one for your task.
Use Generic Agent When:
- Exploring data for the first time
- Asking general business questions
- Getting quick summaries
- Need basic visualizations
- Ad-hoc reporting
Use Data QA Agent When:
- Onboarding new data sources
- Validating data pipelines
- Checking for missing values
- Finding duplicates or anomalies
- Running quality audits
Use Data Scientist Agent When:
- Need statistical significance tests
- Building predictive models
- Time series forecasting
- Customer segmentation
- Advanced correlation analysis
Ready to Configure Your Custom
Agents?
Choose the right AI for each task, configure once, and get consistent
results across your entire team.