Dinesh Kumar — Product Manager
APPLIED GENERATIVE AI & AGENTIC AI CONSULTANT | AI ADOPTION | AI STRATEGY, ROI & GOVERNANCE | SOLUTION ARCHITECTURE I am an Applied Generative AI & Agentic AI Consultant with Solution Architecture expertise and 16+ years of experience helping enterprises make the right AI decisions — not just build AI systems. My work sits at the intersection of business strategy, AI decision-making, architecture, and governance. I support leadership teams in answering critical questions such as: 1. Where does AI genuinely create measurable business value? 2. Which initiatives should be built, simplified, or intentionally stopped? 3. How can ROI be protected while controlling cost, complexity, and risk? 4. How can AI move responsibly from proof-of-concept to production? 5. How can governance, accountability, and human oversight be maintained at scale? Over the last several years, I have partnered with CXOs, business leaders, product owners, and engineering teams to guide AI adoption, value engineering, governance, and production readiness across Generative AI and Agentic AI initiatives. My approach is outcome-driven and decision-centric. I focus on ensuring AI investments deliver measurable business impact, operational reliability, and long-term sustainability — not just pilots, demos, or technical experimentation. AREAS OF FOCUS • AI strategy and adoption roadmaps • ROI and value engineering for Generative AI • AI readiness, governance, and risk management • Decision-centric Agentic AI architectures • PoC-to-production execution frameworks and controls I specialize in enterprise-grade Generative AI and Agentic AI systems, including LLMs, RAG pipelines, vector databases, and agent-assisted workflows, designed at reference and solution-architecture levels. My role is advisory and architecture-led, with accountability for guardrails, governance frameworks, and adoption strategies, while enabling delivery teams to execute effectively at scale. I work closely with stakeholders to translate business problems into scalable, governed AI solutions, with strong emphasis on ROI articulation, cost control, security, compliance, and production readiness. I am not tool-driven — I am outcome-driven. My goal is to help organizations move beyond pilots and demos to production-ready AI systems that support real business decisions. Open to AI consulting, advisory, fractional AI leadership, and enterprise AI strategy engagements, including short-term assessments, phased adoption support, and ongoing advisory collaboration across global teams.
Stackforce AI infers this person is a SaaS and AI architecture expert with a focus on enterprise solutions.
Location: Gurugram, Haryana, India
Experience: 16 yrs 10 mos
Skills
- Artificial Intelligence (ai)
- Solution Architecture
Career Highlights
- 16+ years of experience in AI strategy and governance.
- Expert in Generative AI and Agentic AI solutions.
- Proven track record in enterprise AI adoption.
Work Experience
HCL Technologies
Solutions Architect (4 yrs 6 mos)
Genpact
Solutions Architect (2 yrs)
Tata Communications
Presales Solutions Architect (2 yrs 11 mos)
Sify Technologies Limited.
Virtualzation and Cloud Engineer (1 yr 6 mos)
HCL Infosystems and Services Ltd.
Associate Consultant (3 yrs)
Microsystems
System and Network Support Engineer (2 yrs 11 mos)
Education
Engineer’s Degree at University of Rajasthan