Training and Capacity Building Trend
Echoing national pushes, it has been noted that J&K’s DDO training model (6,478 officers on IFMS/SNA-SPARSH), speculated for replication in Andhra Pradesh and Telangana by Q2 2026 to upgrade IAS financial skills. This shows a decline in Punjab’s IAS/IPS contributions, shifting relian
Echoing national pushes, it has been noted that J&K’s DDO training model (6,478 officers on IFMS/SNA-SPARSH), speculated for replication in Andhra Pradesh and Telangana by Q2 2026 to upgrade IAS financial skills. This shows a decline in Punjab’s IAS/IPS contributions, shifting reliance to southern talent pools.

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