Kamesh Ayachit
Presales Architect (Data & AI) | GenAI Strategy & Architecture for BFSI | Enterprise RAG & AI Governance | Author: GenAI Presales Playbook
- Role
- Ai Solution Architect - Senior Advisor at NTT DATA, Inc.
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Kamesh Ayachit
I am a Presales Deal Architect and Enterprise GenAI Architect specializing in building secure, scalable, RBI-aware AI platforms for Indian BFSI enterprises.Over the last 15+ years, I have designed cloud-native architectures, GenAI control planes, RAG systems, and governance frameworks across banks, insurers, and regulated environments, partnering with CIOs, CTOs, CDOs, enterprise architects, and presales teams to shape AI strategy and pursue complex transformation deals.I write GenAI Presales Playbook, a LinkedIn newsletter focused on:• Enterprise GenAI architecture patterns• Secure RAG design for regulated data• AI and Model Governance for BFSI• Control Plane & platform blueprinting• Presales win strategies, PoVs & technical defense• Practical lessons from real AI platform implementationsMy mission is to help BFSI organizations adopt GenAI safely and responsibly, and enable presales teams to deliver high-quality, deal-winning AI architectures at scale.Subscribe to my
Experience
Ai Solution Architect - Senior Advisor
Sep 2025 — Present · Mumbai, IN
As a Presales Solution Architect in the Data & AI domain, I play a strategic role in driving client engagements, shaping solution strategy, and accelerating AI adoption across enterprises. I collaborate with CXOs, business leaders, and technical teams to translate complex business challenges into actionable AI roadmaps that deliver measurable business value.Key Highlights- Lead strategic pursuits and RFP responses for Data & AI initiatives, driving solution differentiation and win strategies aligned with business outcomes- Partner with enterprise clients to define AI transformation journeys - from identifying high-impact use cases to developing scalable, data-driven solutions- Guide use case selection and prioritisation, ensuring focus on initiatives that deliver tangible ROI and align with organisational objectives- Collaborate with cross-functional leadership teams to define GTM approaches, shape solution architectures, and ensure strategic proposal alignment- Drive client workshops, executive presentations, and capability showcases, positioning Data & AI offerings as enablers of innovation and digital transformation.
Education
Vidyavardhini's COE and Tech.
BE, Mechanical
2002 — 2006
N.L.Dalmia Business School
Masters, Marketing
2007 — 2009
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