Key Step: Data, Integrations, and Application Portfolio
Trace critical data from source to report. Identify silent transformations, duplicated pipelines, and ungoverned access. Better lineage shortens investigations, improves forecasts, and helps teams trust the numbers that steer strategy.
Key Step: Data, Integrations, and Application Portfolio
Catalog APIs, queues, and file drops. Review versioning, rate limits, and timeout handling. A small startup cut integration incidents by documenting error contracts and standardizing retries across services that previously rolled their own logic.
Key Step: Data, Integrations, and Application Portfolio
Score apps by usage, cost, risk, and strategic fit. Retire redundancies; consolidate platforms. Redirect maintenance spend toward differentiators, and celebrate each decommissioned system as reclaimed focus and budget.