Application profile
Dimension scores
Maintainability
64Runtime support, dependencies, test coverage, age, and documentation.
Architecture
75Structural coupling and the difficulty of moving data or components safely.
Delivery
66Deployment controls, observability, incidents, and change failure rate.
Operational risk
56Security exposure, production reliability, and unsupported technology.
Business pressure
69Criticality, change demand, and the required decision timeline.
Knowledge risk
65Documentation quality and concentration of system knowledge.
30/60/90-day roadmap
Days 1-30
Establish evidence, ownership, and a safe baseline.
- Name an accountable product and engineering owner for the modernization decision.
- Baseline Architecture, Business pressure, Delivery with measurable evidence.
- Inventory dependencies, data flows, integrations, runtime constraints, and recovery requirements.
- Add characterization tests and production telemetry around the highest-value user journeys.
- Validate constraint: Quarter-end release freeze starts October 1; warehouse integrations cannot be offline during business hours.
Decision gate: Approve refactor only after owners accept the baseline, target outcomes, and rollback boundary.
Days 31-60
Prove the refactor path with a bounded pilot.
- Choose one representative workflow with contained data and integration blast radius.
- Define the target architecture, security controls, migration sequence, and reversible cutover plan.
- Deliver the pilot through CI/CD with automated tests, observability, and cost tracking.
- Compare pilot lead time, reliability, performance, and operating cost against the baseline.
Decision gate: Expand only if the pilot meets its success threshold without unresolved critical security or data risks.
Days 61-90
Turn pilot evidence into a sequenced modernization program.
- Prioritize remaining capabilities by business value, dependency order, and migration risk.
- Publish work packages with owners, estimates, acceptance criteria, and rollback triggers.
- Retire or contain obsolete components as each replacement path proves stable.
- Track the primary outcome: Cut failed releases from 28% to below 10% and reduce lead time from 12 days to 3 days..
Decision gate: Fund the next tranche only when the pilot remains stable through an agreed observation window and support handoff.