Perspectives
Strategic Insights.
Thoughts on operating models, scale, and the future of service delivery.

Operating Model•5 min read
The Silent Killer of Scale: Governance Debt
Why most rapid-growth service firms stall at $50M in revenue, and how to re-architect for the next phase.
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AI Ops•7 min read
Human-in-the-Loop: A Quality Framework
Moving beyond the hype of AI automation to build robust, error-tolerant operational workflows.
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GCC•6 min read
The GCC Reset: From Cost Center to Control Tower
India's GCCs are no longer back offices. The winners are redesigning governance, metrics, and operating cadence to become strategic control towers.
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Transitions•4 min read
Mitigating Risk in Large-Scale Vendor Transitions
A checklist for the 30 days prior to cutover. What usually breaks, and how to prevent it.
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Operating Model•5 min read
Metrics That Actually Matter
Stop tracking vanity metrics. Focus on these 5 leading indicators of operational health.
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Platform•6 min read
From Service to Platform: The Operational Shift
Productizing services requires a fundamental shift in how you staff, measure, and deliver value.
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Operator Checklists
Checklists coming soon.
