Dushyant has spent two decades inside the model risk and AI governance infrastructure of financial institutions. He has watched banks, credit unions, and fintechs build AI capability and then fail to convert it into operational reality.
The pattern is consistent. Strong models sit undeployed. Sound use cases stall without governance structure. Regulatory pressure compounds faster than internal readiness. DeployReady exists to close that gap: structured implementation from diagnosis to production.
His background spans SR 26-02 compliance, CECL and credit risk AI, model validation at scale, and NLP/GenAI product deployment. He led a $3M+ model risk management practice at a global Big 6 firm and built AI products that saved institutions over $1.5M in operational cost. That experience informs every DeployReady engagement.
25+ years driving enterprise-scale AI adoption across BFSI, retail, and telecom. Principal Architect at McKinsey. Built GenAI platforms, MLOps pipelines, and multi-agent systems at scale.
18+ years across enterprise strategy and large-scale business transformation. Worked with McKinsey and held senior strategy roles inside leading organisations. Earlier built and scaled a consumer brand from inception through exit.
Enterprise technology leader with 22+ years building large-scale platforms across cloud, AI, and enterprise systems. Co-founder, GTMVantage. Deep expertise in AIOps and digital transformation.