Case study · Guidesly India GCC
Leading Guidesly's India Global Capability Center
How I lead technology and operations for Guidesly's India GCC from Bangalore — with a focus on AI and SaaS product delivery.
Overview
Since 2020 I have served as Director of India Operations and Head of Technology at Guidesly, leading the India Global Capability Center from Bangalore. The center contributes product and engineering capability for Guidesly's platform, including AI features featured publicly with AWS.
The challenge
- Build and lead an India technology organization that owns meaningful product delivery, not only ticket execution.
- Ship modern SaaS and AI capabilities from Bangalore in close collaboration with global stakeholders.
- Keep delivery quality high while scaling teams and platform responsibility over time.
How we stood it up
- Lead the India GCC with clear ownership of technology outcomes and cross-functional delivery.
- Grow product and engineering capability in Bangalore around AI, cloud, and SaaS.
- Treat the GCC as a capability center — product and architecture leadership from India — not a cost-only model.
Products shipped from India
Product and engineering ownership lived in the Bangalore GCC — from SaaS surfaces to AI automation.
Guidesly platform products
Technology leadership for Guidesly's web and SaaS product surfaces delivered with India teams.
AI content capabilities
Leadership involvement in Guidesly's AI trip-report work, covered in a public AWS guest post.
Cloud on AWS
Cloud and AI delivery practices using AWS services, as described in publicly available materials.
GCC articles
Stand-up playbook, first 90 days, and challenges from leading a fully remote India GCC.
Jack AI on AWS
Jack AI is Guidesly's AI-assisted trip reporting capability. Technical architecture and published outcomes are documented in Guidesly's public guest post on the AWS Machine Learning Blog. This site does not republish internal metrics or confidential details.
- Public overview available on the AWS Machine Learning Blog.
- Co-authored with Guidesly and AWS collaborators.
- Focus here remains on leadership and India delivery — not internal unit economics.