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Field notes from enterprise delivery.
Practical guidance on standing up Global Capability Centers, deploying agentic AI in production, and migrating enterprise platforms without freezing your roadmap.

Written from the work.
Grounded in real engagements, not vendor talking points.
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GCC Setup Timeline in India: How Long It Takes to Launch
Typical GCC setup timeline in India: 90+ days to operational startup, under 120 days to scale to 50+ specialists — plus the phases, and where setups slip.
Read →Implementing Agentforce: What Changes in Salesforce
Agentic AI in Salesforce is not another automation layer. Here is what changes in your data model, permissions, and operating model — and what to fix first.
Read →Salesforce migration without the six-month freeze
A Salesforce migration doesn't have to freeze the roadmap: sequence capability-by-capability, dual-run each slice, and map integrations so delivery never pauses.
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