Domain Intelligence Embed

From Business Patterns to Insight Before Your Morning Review

Domain Intelligence doesn't just alert you to problems—it investigates business patterns that until now only humans could recognize. Watch how agentic analytics transforms business intelligence from reactive reporting to continuous investigation.

SOC 2 Type 2 Certified

How Investigation Actually Works

Traditional analytics requires manual investigation after every alert. Domain Intelligence investigates business patterns autonomously—testing multiple hypotheses simultaneously overnight and delivering root causes before you start your day.

Traditional Approach
1
See Alert
"Performance declined 25%"
2
Open Dashboard
Navigate to relevant reports
3
Review Data Manually
Look at trends, compare periods
4
Form Hypothesis
Guess what might be causing it
5
Test One Theory
Pull more reports, analyze
6
Maybe Find Answer
If first guess was right
⏱ 2+ hours later... = 1 Investigation completed
Domain Intelligence
1
Pattern Detected
Recognition agent identifies business pattern across locations
2
Investigation Triggered at Scale
Coordinator spawns 1,000+ parallel investigation threads across all locations
Investigation #1: Customer Behavior FOUND
Age segment patterns
Purchase frequency
Category preferences
Investigation #2: Operations Clear
Staffing levels
Process adherence
Equipment status
Investigation #3: Historical MATCH
Seasonal trends
Past events
Multi-year data
+ Investigations #4 through #1,000 running simultaneously
3
Root Cause Identified
Customer segment shift in specific category—triggers deeper investigation
4
Context Applied
Multi-variable analysis across locations, historical patterns, competitive indicators
5
Action Recommended
Nearby locations show offset capacity. Investigation spawns follow-up analysis of competitive landscape.
⚡ Complete before morning review = 1,000+ Investigations completed simultaneously

The Agentic Analytics Architecture

Multi-step AI-based triggered analysis that looks across many variables simultaneously—something impossible with conventional BI. Specialized agents coordinate to investigate your business, with each investigation potentially spawning new ones based on what's discovered. This is guided AI-navigated analysis at scale, working on your behalf.

Pattern Recognition Agent

Continuously monitors for deviations from expected behavior across all locations

Investigation Coordinator

Orchestrates specialized agents based on anomaly type and business context

Root Cause

Tests hypotheses about why patterns changed

Context

Applies industry & business knowledge

Correlation

Identifies related patterns across locations

Learning

Refines based on feedback and outcomes

Synthesis & Prioritization

Connects findings, assigns confidence scores, recommends actions

This is very different from basic triggering or threshold alerts. The AI interprets data across potentially many variables simultaneously, using powerful algorithms that conventional BI analysts can't replicate manually. When specialized agents encounter edge cases, the system gracefully falls back to deep reasoning—ensuring you always get an answer, not an error message.

Built for Data Teams

Complete transparency, total control, and enterprise-grade security. Your data stays in your systems, you choose your models, and everything we learn is yours to use.

Fully Auditable

Every investigation is logged with complete reasoning chains. Trace any conclusion back to see exactly how it was reached. Modular agents with clear roles—debug specific components, not black boxes.

Your Data In Place

Connect directly to Snowflake, Databricks, BigQuery, or Microsoft Fabric. No data migration required. Works alongside your existing BI infrastructure without forcing changes.

Your Models, Your Control

Bring your own LLM—connect to Amazon Bedrock, Ollama, or your own instances. Your data is 100% secure and never shared with OpenAI or Anthropic.

Exportable Intelligence

Patterns and learnings don't go into a black box—they're yours. Export for training materials, feed into other AI tools, or use however you need. Knowledge stays with you.

From Your Expertise to Autonomous Investigation

Unlike generic AI, Domain Intelligence captures YOUR specific expertise and investigation patterns. This configuration process is what makes the system investigate like your best executive—not like a generic algorithm.

The Configuration Session

A focused working session where we capture how you think about your business—the patterns you look for, the thresholds that matter, the investigations you perform. This encoded expertise becomes the foundation for autonomous investigation.

1 CAPTURE

Your Patterns

Document your investigation approach and decision logic

2 ENCODE

Your Expertise

Transform into investigation framework

3 VALIDATE

Validate & Learn

Test against scenarios, system begins learning

4 DEPLOY

Continuous Learning

System investigates autonomously and improves over time

Your Investigation Patterns

How do you investigate when something's wrong? What do you check first? These patterns become the system's investigation framework.

Your Business Thresholds

What level of change matters in YOUR business? Not generic averages—your specific operational reality.

Your Industry Context

The system adapts to your domain—retail, manufacturing, healthcare, or financial services—with relevant patterns and benchmarks.

Your Priorities

Not all insights are equal. The system learns what requires immediate attention versus monitoring.

See Domain Intelligence in Action

Ready to see how Domain Intelligence investigates your business autonomously?