Use Case: technical debt
REMEDIATE TECHNICAL DEBT WITHOUT BREAKING PRODUCTION
Legacy systems accumulate because teams fear breaking undocumented dependencies. Mugato combines full OS lifecycle visibility with dependency mapping across every system, so decommissioning is based on evidence, not scream tests.
How it works
FROM TRIBAL KNOWLEDGE TO DEPENDENCY-AWARE REMEDIATION
Five capabilities that turn technical debt remediation from a stalled committee exercise into a continuous, evidence-based program.
Continuous discovery of all infrastructure
Manual audits take months and are outdated immediately. Agent-based tools only see servers with agents installed, leaving zombie servers and shadow IT invisible.
Mugato automatically discovers zombie servers, shadow IT and EOL/EOS systems that manual audits and agent-based tools routinely miss. The complete inventory updates continuously, ensuring remediation is always working from current data rather than a stale snapshot. Complete, continuously updated discovery eliminates the blind spots that cause teams to protect obsolete systems out of uncertainty rather than evidence.
Seven-dimensional technical debt analysis
Single-metric analysis based on EOL dates or utilization alone misses the highest-impact remediation opportunities.
Mugato analyzes infrastructure across seven dimensions: utilization, age, cost, technical complexity, cybersecurity posture, management overhead and business impact. Analysis operates at the application-service level, ensuring remediation reflects true operational cost. Multi-dimensional scoring reveals which systems carry the highest combined burden of cost, risk and complexity.
Dependency-aware remediation
Teams take systems offline to see what breaks using scream tests, causing production outages and damaging stakeholder confidence.
Mugato shows exactly which systems depend on each decommissioning candidate, eliminating scream tests and the production impact they cause. Mugato generates prioritized step-by-step remediation plans that sequence changes to prevent cascading failures. Poor sequencing is the primary cause of outages during tech debt programs and dependency-aware plans eliminate trial-and-error decommissioning.
Automated living documentation
Senior engineers are the only ones who know how legacy systems connect. When they leave, critical knowledge walks out with them.
Mugato’s continuous discovery and dependency mapping creates living documentation derived from observed infrastructure behavior. When long-tenured staff leave, operational knowledge persists in the platform rather than disappearing with them. Dependency on individuals’ knowledge stalls technical debt programs and real-time documentation ensures remediation continues regardless of team changes.
Unified visibility across teams
Infrastructure, operations and architecture all have different inventories. Teams spend more time reconciling data than actually remediating.
Mugato provides a single source of truth for infrastructure, operations and enterprise architecture teams, replacing the siloed inventories that create conflicting views and unclear ownership. All stakeholders work from the same continuously updated data. Shared, factual data accelerates decisions and turns technical debt remediation into a continuous program.
Key Outcomes
15-30%
Eliminate redundant, zombie or underused infrastructure, redirecting budget from legacy maintenance to higher value activities.
0
Dependency mapping prevents service disruptions throughout remediation, protecting critical capabilities and preserving stakeholder confidence.
100%
Every system discovered including shadow IT and unmanaged assets invisible to manual audits and agent-based tools.
24/7
Operational knowledge persists in the platform with no dependency on individual team members or tribal knowledge.
PAIN POINTS VS. PAINKILLERS
See how Mugato addresses the most common technical debt remediation challenges.
What our customers are saying
For the first time we have a tool that gives us the total overview. Highly complex data is turned into digestible bits and creates a bridge that helps the whole team understand what's going on.
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After less than an hour we were self-reliant. Mugato's system is truly a game changer.
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Mugato gave us massive yearly savings on our global infrastructure and a quick return on investment by reducing complexity and licensing.
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WHAT OUR CUSTOMERS
ARE SAYING
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