Product

An engineered BI platform ecosystem, not a feature catalog.

Pulse BI is an enterprise intelligence platform where ingestion, modeling, semantic controls, dashboard delivery, and governance operate as one system.

Data Ingestion

Manual-first and connector-based ingestion for controlled onboarding.

Modeling Engine

Rule-based transformation, quality checks, and versioned data products.

Semantic Layer

Enterprise KPI dictionary with shared business logic and lineage.

Visualization Apps

Board, finance, operations, and project intelligence workspaces.

Governance Core

Access controls, release gates, logging, retention, and audit evidence.

Architecture Depth

Product system map for enterprise IT and analytics teams.

Control Plane

Role-based policy enforcement and row-level restrictions
Dataset lifecycle controls and release traceability
Audit logging, retention controls, and governance evidence

Delivery Plane

Transformation workflows with QA validations
Semantic KPI standardization across business functions
Operational dashboards, board packs, and API exports

9-Layer Engineering Blueprint

Phase 1 and Phase 2 keep Layers 3-9 stable; Layer 2 evolves from manual-first to automated ingestion.

Layer 1: Source Systems

Layer 2: Ingestion (Manual/Automated)

Layer 3: Raw Staging

Layer 4: Transformation (dbt)

Layer 5: Semantic Model

Layer 6: API and Access Service

Layer 7: Data Scientist Workspace

Layer 8: Client Dashboards and Apps

Layer 9: Governance and Compliance

Layer 1: Source Systems

Layer 2: Ingestion (Manual/Automated)

Layer 3: Raw Staging

Layer 4: Transformation (dbt)

Layer 5: Semantic Model

Layer 6: API and Access Service

Layer 7: Data Scientist Workspace

Layer 8: Client Dashboards and Apps

Layer 9: Governance and Compliance

Evidence Bundle Preview

Dataset Versionv2026.02.16

Audit Log

WHO/WHAT/WHEN/WHERE extraction evidence.

Version Tag

Immutable version marker and checksum integrity.

QA Sign-off

Release gate approved before production promotion.

Artifact	Retention Class	Integrity Hash	Status
audit_event_log_2026-01-20.csv	ZATCA_7YEAR_KSA	SHA256:8f4a77e9...c129	Verified
dataset_version_v2026.02.16.json	IT_ACT_8YEAR_INDIA	SHA256:9ab2c8d1...1d55	Locked
qa_signoff_release_2026-01-21.pdf	CONTROL_RELEASE	SHA256:2be9a401...f809	Approved

Export formats:

CSVJSONPDF

Architecture Integrity Map

Data Sources

Modeling

Semantic

Apps

Governance

Data Sources

Modeling

Semantic

Apps

Governance

Pipeline Assurance

Validated transformation gates

Quality checks applied before semantic publication.

Control Integrity

Policy-aware release flow

Dev, test, and production promotion with review controls.

Platform Continuity

Manual-first to automation path

Ingestion evolves without downstream redesign.

Scalable by design

Scale across entities without reworking semantic logic or governance controls.

Security by default

Security and access policies are embedded into delivery operations from day one.

Automation ready

Move from manual-first to automation without changing downstream architecture.