AI Data Quality Manager

v 19.0 Third Party 11

Availability	Odoo Online Odoo.sh On Premise
Odoo Apps Dependencies	• Contacts (contacts) • Discuss (mail)
Lines of code	938
Technical Name	`ai_data_quality_manager`
License	LGPL-3
Website	https://zentavio.com

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Availability	Odoo Online Odoo.sh On Premise
Odoo Apps Dependencies	• Contacts (contacts) • Discuss (mail)
Lines of code	938
Technical Name	`ai_data_quality_manager`
License	LGPL-3
Website	https://zentavio.com

AI Data Quality Manager

AI-first data quality automation for Odoo contacts with confidence scoring, smart suggestions, and safe human-approved actions.

AI Workflow Confidence Scoring Human in Loop Safe Merge Layer

AI Architecture

The module is structured as an AI-assisted quality pipeline: signal collection, matching and scoring, suggestion generation, then controlled execution through human approval.

Layer 1

Signal Intake

Collects name, email, phone, and record pattern signals.

Layer 2

Matching Engine

AI + heuristic matching creates duplicate candidate groups.

Layer 3

Scored Suggestions

Each suggestion carries confidence and reason metadata.

Layer 4

Safe Execution

Apply, reject, or merge through controlled human actions.

AI Pipeline

Stage 1

Scan

Run manual or scheduled scans over contact records.

Stage 2

Score

Generate duplicate confidence and correction confidence.

Stage 3

Review

Inspect reasons, suggested values, and merge candidates.

Stage 4

Execute

Apply approved fixes and perform safe smart merges.

AI Features

Duplicate Intelligence

Finds likely duplicate contacts and companies.
Confidence scores for prioritization.
Group-level explainability and match context.

AI Suggestions

Suggests standardized and corrected values.
Tracks pending, applied, rejected states.
Human validation before write-back.

Screenshots

Live module views from dashboard, scan logs, duplicate review, and suggestion workflow.

AI data quality dashboard with issue indicators and quick actions.

Duplicate groups list with score-driven triage flow.

Suggestion queue for controlled AI-assisted cleanup.

Publisher: Zentavio Labs
Technical Name: ai_data_quality_manager
License: LGPL-3
Category: Productivity

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