Knowledge Base & AI Search

Centralized knowledge repository with AI-powered search

MEDIUM RISK

Primary MoS

Knowledge Coverage

Target: 85 %

Cost Range

$0.5M - $0.6M

Owner

Alex Kumar

Target Date

11/30/2025

Strategic Mapping

Strategic Objectives

Build Data & AI Foundation

Business Streams

Data & Intelligence Engine

Products

Projects

0 active project(s)

Gate Status Timeline

PVR

2025-01-10

ready

Intake

2025-01-20

ready

Prioritization

2025-02-01

ready

Architecture

2025-02-15

at-risk

Plan

2025-03-01

not-started

Risks & Actions

HIGHai

AI Model Bias in Pricing Engine

Potential bias detected in pricing recommendations that may disadvantage certain customer segments

Owner: Marcus LeeDue: 1/15/2026

Actions:

•Conduct bias audit
•Implement fairness constraints
•Add monitoring dashboard

MEDIUMdata

Data Quality Issues in Client 360

Inconsistent data formats across source systems affecting profile accuracy

Owner: Sarah ChenDue: 1/30/2026

Actions:

•Implement data validation rules
•Set up data quality monitoring
•Create data cleansing pipeline

MEDIUMcompliance

GDPR Consent Management

Need to enhance consent tracking for NPS survey data collection

Owner: Daniel OrtizDue: 2/10/2026

Actions:

•Update consent forms
•Implement consent tracking
•Train support team