Analytics and
BI Transformation

Analytics should accelerate decisions, not complicate them. We turn complexity into clarity.

abstract
Banner Banner

Modern analytics is not a technology
project, but an
organizational one.

Most organizations have more dashboards than they have answers. Over time, BI environments become crowded with redundant reports, inconsistent KPI definitions, and unclear ownership, making it harder to trust insights and act with confidence. 

At Logic Pursuits, we approach analytics transformation as more than a platform migration. This means rationalizing existing portfolios, standardizing metrics, modernizing semantic layers, and establishing governance models that scale. The result is a streamlined analytics environment that reduces complexity, accelerates insight delivery, and gives your teams a consistent foundation for decision-making.

How we
make it possible

Most BI migrations fail not because of the technology but because they start without a clear picture of the estate. Our approach combines proprietary automation accelerators with the human decisions that only experienced analytics engineers can make.

Here’s how our eight-phase methodology works.
Portfolio Rationalization

Analyze usage, dependencies, and redundancies to eliminate dashboard sprawl before migration begins.

Discovery and Inventory

Create a complete inventory of reports, calculations, metadata, and dependencies across the analytics estate.

Complexity and Wave Planning

Assess complexity, classify risk, and build a phased migration roadmap with realistic timelines.

Business Semantics and KPI Alignment

Standardize metric definitions, resolve inconsistencies, and establish governed KPIs across the organization.

Data Layer Migration

Rebuild connections, translate SQL logic, and optimize data models for performance and maintainability.

Semantic Model Translation

Convert calculations, map business logic, and create reusable semantic assets for future scalability.

Report and Dashboard Recreation

Rebuild reports and dashboards using standardized templates, consistent layouts, and improved user experiences.

Validation and Reconciliation

Validate data, reconcile KPIs, and confirm analytical accuracy before go-live.

Deployment and Governance

Establish governance controls, security policies, CI/CD workflows, and operating practices that keep the analytics environment scalable, sustainable, and free from dashboard sprawl.

abstract

Multiplying outcomes for your business

Business
icon

BI Platform Migration

Migrate Tableau, Business Objects, Qlik, or other legacy BI platforms to Power BI. Reduce scope, compress timelines, and deliver governed outcomes.

icon

BI Platform Implementation

Establish a scalable Power BI foundation with governed workspaces, standardized KPIs, secure access controls, semantic models, and CI/CD deployment pipelines.

icon

Semantic Layer and Data Modeling

Design and build scalable semantic layers on Power BI, Snowflake, and dbt. Standardize business metrics across teams so every report references the same trusted definitions.

icon

Self-Service Analytics Enablement

Enable business users to explore data independently through governed self-service frameworks, training programs, and role-based access. Reduce analyst dependency on engineering for routine requests.

icon

BI Managed Services

Ensure sustained post-migration value with ongoing BI estate management, including report maintenance, performance tuning, platform upgrades, usage monitoring, and user support.

Helping your leaders accelerate decisions

CIO/CDO

Uncontrolled BI sprawl, conflicting KPIs, and limited visibility into report usage make modernization difficult. We rationalize the analytics estate to reduce complexity, align metrics, and enable confident transformation decisions.

Head of Analytics and BI

Legacy report maintenance consumes valuable team capacity and slows innovation. Our structured migration approach reduces risk, accelerates delivery, and creates a scalable analytics environment built for future growth.

CFO

Conflicting financial metrics and spreadsheet-driven reporting undermine confidence in business performance. We standardize KPI definitions and semantic models to improve reporting accuracy and reduce manual reconciliation effort.

Business Operations Leaders

Inconsistent reporting across departments delays decisions and creates operational friction. We establish governed self-service analytics that give teams a consistent view of performance and enable faster action.

Program and Transformation Leaders

BI modernization initiatives often underestimate scope and complexity. We create a clear inventory, roadmap, and migration plan that reduces risk, improves predictability, and keeps transformation programs on track.

Impact tailored for your industry

abstract
Banking & Insurance

Modernize regulatory, risk, and financial reporting dashboards with consistent metric definitions, role-level security, and audit-ready documentation.

LEARN MORE
Wealth & Asset Management

Deliver investment, fund, and operational dashboards with standardized financial metrics, automated refresh, and role-based access across portfolio management and operations teams.

LEARN MORE
Travel & Hospitality

Consolidate fragmented BI estates across operational, marketing, and finance functions into a unified Power BI platform with standardized KPIs and governed reporting.

LEARN MORE
Media & Entertainment

Replace legacy reporting tools with scalable BI platforms that support content, rights, and revenue analytics with real-time refresh and SOX-compliant access controls.

LEARN MORE
Manufacturing & CPG

Consolidate supply chain, procurement, and production reporting into a governed BI platform with self-service capability for operational and commercial teams.

LEARN MORE
Life Sciences & Healthcare

Build compliant, governed reporting environments for finance, clinical, and regulatory functions. Standardize KPI definitions and reduce manual report production effort.

LEARN MORE
abstract

Results you can count on

abstract
20%

Reduction in migration scope

35%

Migration timeline compression

35%

Post-migration performance improvement

98%+

KPI parity at go-live

Driving real-time commercial insights through automated reporting Driving real-time commercial insights through automated reporting
Case study
1 /

Driving real-time commercial insights through automated reporting

Data Analytics | Biopharmaceuticals | ~$297.6 million Annual Revenue

GET THE DETAILS

Automated and time-saving reporting

Flexible analysis

Improved data accuracy

Strengthening journal entry analytics for improved ICFR testing and compliance Strengthening journal entry analytics for improved ICFR testing and compliance
Case study
1 /

Strengthening journal entry analytics for improved ICFR testing and compliance

Data Analytics | Pharmaceuticals | $1.5 Billion+ Annual Revenue

GET THE DETAILS

60%

Reduction in manual review effort

Multi-ERP JE population analyzed

Risk-based sampling framework delivered

Streamlining Cash In Transit (CIT) reconciliation for improved accuracy & compliance Streamlining Cash In Transit (CIT) reconciliation for improved accuracy & compliance
Case study
1 /

Streamlining Cash In Transit (CIT) reconciliation for improved accuracy & compliance

Data Enterprise Modernization | Hospitality | $624 Million+ Annual Revenue

GET THE DETAILS

96%

Reduction in unreconciled balances

Faster reconciliation cycles

Enhanced audit readiness

Get the latest insights

outcome outcome

AI-ready data is not analytics-ready data

outcome outcome

Strategic planning for the Enterprise AI rollout

outcome outcome

The enterprise blueprint for Agentic AI