Under the Hood

The Agentic Architecture

Multi-step AI-based analysis that looks across many variables simultaneously—something impossible with conventional BI. Here's how it works.

System Architecture

Specialized Agents, Coordinated Investigation

Each investigation can spawn new investigations based on what's discovered. Agents work in parallel, testing multiple hypotheses simultaneously.

Pattern Recognition Agent

Continuously monitors for deviations from expected behavior across all dimensions

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

Finds related patterns across dimensions

Learning

Refines based on feedback and outcomes

Synthesis & Prioritization

Connects findings, assigns confidence scores, surfaces what matters most

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

Configuration

Encoding Your Expertise

Through a structured onboarding, we capture how YOUR experts actually investigate—not generic analytics patterns.

Discovery Session

We work with your team to understand what questions matter, what "normal" looks like, and what patterns signal problems.

Usually 90 minutes with your domain experts and analysts

Investigation Mapping

We document the exact steps your best analysts take: "First check this, then compare to that, then look for this pattern."

Your investigation sequences become the system's playbook

Context Encoding

Business rules, seasonality, known factors, organizational context—everything that makes your data unique gets encoded.

The system learns what questions to ask and what answers mean

Progressive Refinement

As you use the system, it learns from your feedback. First investigation takes 45 minutes. By month three, it's 5 minutes.

Your expertise compounds—the system gets smarter over time

See It In Action

Bring your data. We'll show you exactly how the architecture applies to your investigation challenges.

Book a Technical Demo ← Back to Overview