Skip to main content
Core Technology

Data Intelligence

A data-intelligence layer — feature engineering, identity graphs, entity resolution and population analytics — that powers smarter models and sharper operations.

Technical Capabilities

Turning identity data into analytics, graphs and operational insight.

Data Intelligence — system architecture
Graph-scale Resolution
Real-time Operational insight
Population Analytics
Governed Pipelines

Identity & Graph Analytics

Identity graphs and entity resolution at population scale.

Feature Engineering

High-quality features that power every downstream model.

Population Analytics

Insight into enrolment, coverage and programme health.

Operational Intelligence

Real-time dashboards for identity operations.

Workflow Architecture

End-to-end processing pipeline

Governed, sequential execution stages powering this identity domain.

1
Capture Production Ready
2
Normalize Production Ready
3
Correlate Production Ready
4
Analyze Production Ready
5
Predict Production Ready
6
Act Production Ready
data-intelligence-pipeline.log
[MANTRA ENGINE] Initialise data-intelligence pipeline… [OK]
[STAGE 1] Capture [PASS]
[STAGE 2] Normalize [PASS]
[STAGE 3] Correlate [PASS]
[STAGE 4] Analyze [PASS]
[STAGE 5] Predict [PASS]
[STAGE 6] Act [PASS]
> pipeline.status() ALL_STAGES_GREEN
[DEPLOY] Service active and listening.
Production Applications

Real-world business use cases

How this technology delivers impact in government, fintech, and enterprise operations.

Programme Analytics

Measure national-programme coverage and health.

Production

Entity Resolution

Unify identities across systems.

Production

Operational Dashboards

Live operational intelligence.

Production

Model Features

Feature pipelines for AI models.

Production
Technology Stack

Sub-capabilities & technical set (13)

The granular technical stack executing beneath this domain.

domain_manifest.json
{
  "domain_id": "data-intelligence",
  "group": "core technology",
  "techs_count": 13,
  "status": "PRODUCTION_READY"
}
Feature Engineering Identity Analytics Graph Analytics Entity Resolution Identity Correlation Population Analytics Operational Intelligence Data Pipelines Data Lakes Business Intelligence Real-Time Dashboards Data Lineage Data Quality
Standards & Compliance

System standards reference

Industry certifications and regulatory frameworks validated for this technology domain.

Data governance Privacy by design Graph-scale Data lineage

Apply Data Intelligence to Your Stack

Collaborate with Mantra's engineering and research teams to deploy these technical capabilities inside your identity solution.