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Eliminating Technical Debt

A Strategic Framework for Modernization and Innovation

Insights by Advanced Micro Computer Specialists & Ovatio

Executive Summary

Organizations today are under immense pressure to digitally transform while controlling costs and improving quality service. However, many are constrained by accumulated technical debt—fragmented systems, redundant applications, complex integrations, and outdated technologies that consume valuable IT resources.

Over time, the number of platforms and applications delivering enterprise capabilities have grown significantly, leading to duplication of solutions, overlap of capabilities across multiple platforms, and layers of customization. These all are contributors to technical debt, which has a negative impact on business velocity, modernization, digital transformation, and the ability to be highly innovative when the majority of the IT budget is spent on 'Run' instead of on developing new capabilities and strategizing on the future.

The Path to Transformation

Our comprehensive framework for technical debt reduction can turn technology from an operational burden into a strategic enabler. By systematically addressing technical debt, your organization can achieve:

Financial Transformation

Shift from operating losses to sustainable surpluses by reducing maintenance costs, eliminating redundant systems, and optimizing workforce allocation.

Operational Efficiency

Achieve a 0% or greater reduction in contract labor expenses through standardized systems and workflows.

Technology Simplification

Reduce the application footprint by 0% through strategic consolidation and elimination of redundant systems.

Innovation Capacity

Free substantial resources for strategic initiatives by evolving from 80/20 run/build ratios to 60/40 or better.

Build vs Run Ratio (Target)

Enhanced Service Delivery

Improve clinical coordination, reduce administrative burden, and manage population health more effectively.

Improved Agility

Respond faster to market changes and business needs with a more flexible and modern IT architecture.

Our Three-Phase Approach

Our methodology—Identify and Assess, Pay and Reduce, and Prevent and Stay Fit—provides a systematic path for transforming enterprise architecture while maintaining operational continuity.

PHASE 1 Identify & Assess PHASE 2 Pay & Reduce PHASE 3 Prevent & Stay Fit

Phase 1: Identify & Assess

Establish a clear understanding of the current state through comprehensive inventory, dependency mapping, and strategic alignment assessment.

Phase 2: Pay & Reduce

Systematically reduce technical debt through targeted initiatives like application rationalization, refactoring, re-platforming, and strategic platform implementation.

Phase 3: Prevent & Stay Fit

Ensure sustainable technical debt management through robust governance, continuous monitoring, architectural standards, and fostering a culture of quality.

What is technical debt?

Technical debt typically arises from explicit or implicit decisions to expedite delivery by deferring work, leading to a suboptimal design or implementation that will require future refactoring.

What is NOT technical debt?

Mistakes, bugs, or poorly written code due to lack of skill are not technical debt; they are quality issues. Routine maintenance is also distinct from addressing technical debt.

Visible Issues (Bugs, Performance) Hidden Technical Debt (Poor Architecture, Outdated Tech, Lack of Modularity, Complexity)

Key Activities & Outcomes by Phase

1

Phase One (Foundational Phase)

Key activities in this phase include:

  • Create a comprehensive inventory of all applications and technologies
  • Map applications to business capabilities to identify redundancies and gaps
  • Apply the TIME model (Tolerate, Invest, Migrate, Eliminate) to classify applications
  • Identify quick wins for immediate implementation and impact
  • Build executive support by demonstrating early value and clear ROI
2

Phase Two (Implementation Phase)

Key activities in this phase include:

  • Develop detailed roadmaps for application rationalization and modernization
  • Implement strategic enterprise platforms (e.g., modern ERP, CRM, Cloud)
  • Consolidate redundant systems and migrate critical capabilities securely
  • Standardize technologies, infrastructure, and development practices
  • Measure and communicate progress, cost savings, and benefits realization
3

Phase Three (Prevent & Stay Fit)

Key activities in this phase include:

  • Implement governance mechanisms (e.g., Architecture Review Board) to prevent new debt
  • Embed technical debt awareness in development and procurement lifecycles
  • Establish continuous monitoring, automated code quality checks, and regular assessments
  • Create organizational accountability for managing and minimizing debt
  • Continuously evolve architecture standards and promote best practices

Proven Results & Lasting Impact

0+

Applications Assessed

0+

Applications Eliminated

0%

Reduction in Landscape

Our technical debt journey began by assessing thousands of applications across our customer base. This assessment identified significant potential business benefits. To date, using this strategic approach, we have facilitated the elimination of over 1500 applications and platforms. This reduction, aligning the IT landscape more closely with enterprise strategy and modern technology roadmaps, has resulted in close to a 30 percent reduction in complexity for many clients.

The freed budget can now be applied to modernization, innovation, and digital transformation initiatives, including robust cybersecurity. Crucially, we have also experienced significant success in changing IT culture, making technical debt management an integral part of everyday thinking. This cultural shift is paramount in sustaining effective technical debt management over the long term.

Ready to Eliminate Your Technical Debt?

Let Ovatio help you transform your technology from an operational burden into a strategic enabler for growth and innovation.

Schedule a Consultation