The client was facing an "Automation Tax" where the number of automated tests hindered the team due to growing complexity, which led to the following challenges:
The Maintenance Bottleneck
Infrastructure & Device Fragmentation
The Coverage Gap
Erosion of Trust
Inefficient Monolithic Execution
The solution centred on:
Level 1: Creation (Agentic Scaffolding)
Level 2: Maintenance (Self-healing Infrastructure)
Level 3: Execution (Cross-Repository Smart Orchestration)
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