ITERANT · AI engine for business understanding
Business intelligence that assembles itself.
ITERANT connects to the systems you already run, understands the meaning in the data, and delivers a stable, explainable business model with metrics you can trust.
The issue isn't data volume. It's fragmentation.
- Every system defines entities and metrics differently.
- Integrations drift as schemas and APIs change.
- Analysts rebuild models instead of answering questions.
- Executives lose trust when numbers disagree.
ITERANT resolves the fragmentation.
The engine ingests your sources, discovers the business meaning inside, and produces a dependable, documented model that keeps pace with change.
Interprets data structures and relationships across systems without manual mapping.
Maintains canonical entities and metrics with versioned, explainable logic.
Explains how results are produced so teams can adopt them with confidence.
How It Works
A calm, repeatable sequence from connection to explanation.
Securely link commerce, ads, finance, and analytics systems.
Detect entities, relationships, and anomalies within each source.
Form a durable business model that spans systems and time.
Define metrics and ratios with traceable logic and ownership.
Deliver narratives and diagnostics that match the audience.
Architecture at a glance
A minimal path from noisy inputs to a reliable, shared view.
The ITERANT AI Engine
The Intelligence Core that delivers governed, explainable analysis.
- Discover
Understands business meaning across systems.
- Model
Builds canonical, versioned models.
- Metrics
Defines governed business truth.
- Evolve
Adapts to change without breaking history.
- Explain
Explains results with evidence and lineage.
Value, stated clearly
Concrete outcomes instead of dashboards that drift.
Self-maintaining models
Models persist through changing APIs, reducing rebuild cycles.
Consistent metrics
One set of definitions across teams with explainable lineage.
Operational confidence
Executives, finance, and operations see the same numbers and reasoning.
Turn your data into shared clarity.
ITERANT is available in limited early access. Tell us about your systems and the clarity you’re looking to achieve.
Request Early Access