From Cloud to Capital: A Framework for Enterprise Generative AI Adoption, Product Strategy, and Go-to-Market Execution

This whitepaper, authored by Shivam Singh (Founder & CEO of fintech startup Cent Capital; former Head of Go-to-Market Strategy for Generative AI at AWS), provides a strategic framework for enterprise AI adoption. It deconstructs key lessons from marketing AWS's AI platform to global enterprises, focusing on the need for secure, integrated solutions over speculative tech. The paper introduces the 'Enterprise Gen AI Adoption Matrix' to identify high-value opportunities and includes a case study on building FinLLM, a specialized financial LLM, on Amazon Bedrock. It is a playbook for entrepreneurs, product leaders, and enterprise stakeholders on developing, marketing, and deploying value-driven AI solutions.

Publication Details

Journal
Figshare
Published
2025-10-11
DOI
https://doi.org/10.6084/m9.figshare.30334744
Primary Topic
Insect and Arachnid Ecology and Behavior
Type
article
Field-Weighted Citation Impact
0.00
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article

From Cloud to Capital: A Framework for Enterprise Generative AI Adoption, Product Strategy, and Go-to-Market Execution

Figshare
Insect and Arachnid Ecology and Behavior
article

From Cloud to Capital: A Framework for Enterprise Generative AI Adoption, Product Strategy, and Go-to-Market Execution

article en

Abstract

This whitepaper, authored by Shivam Singh (Founder & CEO of fintech startup Cent Capital; former Head of Go-to-Market Strategy for Generative AI at AWS), provides a strategic framework for enterprise AI adoption. It deconstructs key lessons from marketing AWS's AI platform to global enterprises, focusing on the need for secure, integrated solutions over speculative tech. The paper introduces the 'Enterprise Gen AI Adoption Matrix' to identify high-value opportunities and includes a case study on building FinLLM, a specialized financial LLM, on Amazon Bedrock. It is a playbook for entrepreneurs, product leaders, and enterprise stakeholders on developing, marketing, and deploying value-driven AI solutions.

Figshare
Industry, innovation and infrastructure
Openalex Percentile: Top 33%
Insect and Arachnid Ecology and Behavior
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From Cloud to Capital: A Framework for Enterprise Generative AI Adoption, Product Strategy, and Go-to-Market Execution · Figshare (2025) | TGRS Research Map | TGRS