MLPOINT

Client use case

BI migration readiness system for Cognos and Tableau to Power BI programs.

Analyzer tooling that turned legacy BI migration from scattered inventory and status notes into visible readiness, sanity, lineage, and monitoring views.

Client domainTechnology services
Program typeBI modernization
Migration pathCognos + Tableau to Power BI
MLPOINT roleAnalyzer tools and migration engineering
Problem

Migration teams needed to understand years of Cognos and Tableau assets before moving them into Power BI.

Before

Inventory, dependencies, mappings, cleanup risks, and readiness signals were hard to inspect as one operating picture.

Build

MLPOINT built explorer, sanity, lineage, analytics, and monitoring screens around the migration work.

Result

Teams got readiness views for finding gaps, blocked work, review needs, and cleanup items before they became delivery noise.

The work

Turning migration uncertainty into visible readiness views.

Cognos and Tableau estates often contain years of reports, owners, schedules, data source assumptions, and undocumented dependencies. The analyzer tools made that landscape easier to explore before and during Power BI migration.

01

Project explorer

A structured view of migration assets, dependencies, report objects, owners, and readiness signals so teams could inspect the project before moving it.

02

Sanity checks

Validation layers for missing metadata, suspicious mappings, incomplete inventory, platform gaps, and cleanup items that could slow migration.

03

Monitoring layer

Progress and health screens for tracking migration flow, exception queues, review status, and cleanup work over time.

04

Migration partnership

Hands-on engineering support for the core migration application while building a focused extension for discovery, readiness, and review status.

Analyzer evidence

Real Cognos and Tableau migration screens from the supporting toolkit.

Overview, analytics, lineage, Tableau summary, and explorer-style screens show how migration teams could inspect the work instead of relying on scattered status notes.

Cognos analyzer overview

Cognos analyzer overview

A project-level view for inspecting extracted Cognos migration inventory, execution status, and readiness signals.

Cognos analyzer analytics

Cognos analyzer analytics

Analytics screens for understanding migration composition, activity, and operational trends.

Cognos lineage explorer

Cognos lineage explorer

Lineage-style exploration to make report dependencies and downstream movement easier to inspect.

Tableau summary

Tableau summary

A summarized migration view for Tableau assets, status groups, and cleanup attention areas.

Tableau analyzer analytics

Tableau analyzer analytics

Dashboard analytics for Tableau migration intelligence, risk visibility, and team-facing program metrics.

Tableau explorer view

Tableau explorer view

An explorer-style interface for reviewing Tableau objects and supporting migration analysis work.

Outcome

A readiness extension for cleaner migration decisions.

The extension sat beside the migration effort as an inspection system: less guessing, more inspection, clearer cleanup work, and better visibility into readiness.

  • Exposed migration inventory, owners, dependencies, and readiness signals in one explorer.
  • Surfaced incomplete, risky, or inconsistent migration inputs before they slowed delivery.
  • Turned cleanup and review work into visible monitoring statuses instead of scattered notes.
  • Created a focused extension that could stand beside the core migration application operationally.

Reveal.js narrative

A slide-ready story backed by the analyzer screens.

The deck frames the migration narrative around the real project explorer, analytics, lineage, and monitoring views from the extension.

Use case

BI migration needs visibility before velocity.

Moving from Cognos and Tableau to Power BI is not only a report conversion problem. It is an inventory, dependency, quality, and monitoring problem.

Migration command layer

Analyzer

A project explorer for legacy BI estates.

The analyzer gave teams a way to inspect assets, identify gaps, and understand what they were carrying into the migration path.

Cognos lineage explorer

Sanity

Clean migration starts with clean signals.

Sanity views revealed missing inputs, inconsistent metadata, mapping uncertainty, and cleanup work before those issues became delivery noise.

Quality gates

Monitoring

Migration teams need an operating view.

Monitoring screens turned scattered work into a readable flow: what is ready, what is blocked, what needs review, and what has already moved.

Progress board

Result

A focused extension that made migration work visible.

The extension complemented the core migration application by making the program easier to explore, validate, and steer.

Operational impact

Similar problem?

Bring the migration or reporting work that needs visible status.

MLPOINT can turn scattered BI, reporting, or migration work into software teams can inspect, validate, and steer.

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