About

Engineer to AI builder to enterprise finance architect.

My work sits at the intersection of commercial operations, enterprise architecture, finance systems, and AI-driven automation.

Professional headshot of Sumit Srivastava
Sumit Srivastava Enterprise finance architect, AI automation builder, and patent-backed innovation leader.

I help organizations design the operating model, governance, process controls, data architecture, and automation framework required to scale revenue operations. The story is not only system implementation. It is the journey from fragmented revenue workflows to intelligent, auditable, and insight-driven finance operations.

15+years across enterprise systems, AI, commerce, and transformation
3continents of global transformation and advisory exposure
AIautomation, ML, NLP, blockchain, and finance control focus
IPpatent-backed innovation in enterprise financial intelligence

Narrative

A career built across commerce, ERP, AI, and revenue operations.

I started with engineering and enterprise commerce platforms, then moved into AI, predictive analytics, IoT, blockchain, and global digital ventures. Over time, that technical foundation evolved into finance transformation leadership across Oracle Fusion, RMCS, Subscription Management, Salesforce Revenue Cloud, Quote-to-Cash, and enterprise revenue architecture.

The personal brand opportunity is clear: combine hands-on architecture depth with executive advisory, AI-enabled automation, and a portfolio of enterprise finance innovation concepts.

Experience arc

From technical delivery to strategic transformation leadership.

2021 - Present

Enterprise Solutions Architect

KPMG US

Leads Oracle Fusion, RMCS, Subscription Management, ERP architecture, AI-driven finance automation, SaaS revenue transformation, and executive advisory programs.

2019 - 2021

Manager - Finance Strategy & Transformation

KPMG

Led ERP, eCommerce, and subscription transformations for SaaS, travel, hospitality, and ed-tech companies with focus on governance, scalable architecture, and compliance.

2014 - 2019

Founder / Entrepreneur

AI & Digital Ventures

Incubated healthcare AI, eCommerce personalization, and industrial predictive maintenance initiatives from ideation to prototype and pilot.

2017 - 2019

Senior Consultant II - AI, ML & Web3 Solutions

Hitachi

Delivered AI/ML platforms, NLP and predictive analytics, blockchain smart contract solutions, and enterprise data strategy initiatives in Tokyo.

2010 - 2017

Commerce, ERP & AI Technology Roles

Thermo Fisher Scientific, IBM, Capgemini, TRDDC

Built foundational expertise in eCommerce, Oracle ERP integrations, IBM Watson, Sterling Commerce, WebSphere Commerce, QlikView, analytics, and automation.

Leadership

Executive advisory

Advising CFOs, CIOs, transformation leaders, finance teams, sales operations, and IT organizations on future-state revenue architecture and scalable operating models.

Architecture

Systems depth

Designing Oracle, Salesforce, subscription, revenue, ERP, integration, and data architectures that support compliance, automation, and growth.

Innovation

AI/IP builder

Building reusable frameworks, AI-enabled accelerators, and patent-backed concepts for transaction intelligence, reasoning manifests, and autonomous finance controls.