1. DX

Digital CFO

Invoice-Payments Matching

Unstructured Data Extraction

Checks

Emails

others

Gen AI-powered Insights

Historical

Predictive

6 & 7

Attribute Matching

Entity Resolution

2 through 4

Inputs:

User input - what they want to do with the dataset, what problems are they trying to solve

Schema & Sample Records (min 5, max 100) - Mandatory

Data Profile - Preferred

Output:

Auto-Documentation (using schema & sample, enriched using profile)

Define data model for documentation

Auto-Mapping (using schema & sample, enriched using profile)

Auto Data Insights (using profile as an input to LLM, potentially historically queries)

Data Profile

TBD

Governance Workflow

9 (Active Learning)

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