Blogs

Unvarnished takes on enterprise AI, agentic runtimes, voice, MarTech, and what actually moves the metric in production.

StrategyAgentic AIVoice AIGovernance

Why vendor-neutral AI beats single-model bets in the enterprise

Betting an enterprise strategy on a single foundation model is a risk-management problem disguised as a procurement decision. Here is how to build for optionality without losing velocity.

Pavan K

Founder, Mudish Technologies

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Getting AI agents out of pilot purgatory

Most enterprise agent programs stall in the demo-to-production gap. The fix is not a bigger model — it is a narrower scope, a harder runtime, and an owner.

Pavan K

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Voice AI

January 20, 2026·6 min read

Voice AI for high-volume recruiting: a field guide

Voice agents have finally crossed the threshold from novelty to operations. This is what is actually working in high-volume recruiting — and where most deployments fall over.

Pavan K

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Governance

December 9, 2025·8 min read

Governance on by default: the enterprise AI baseline

Governance is the first thing enterprises ask about and the last thing pilots build. Here is a pragmatic baseline that scales without slowing the team down.

Pavan K

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