About
BOT Consulting is going to Knowledge 26. Grab Brunch with us
From 0 to 100 in months: How BOT Consulting helped Hakkoda scale their India GCC
Inside the partnership that transformed Hakkoda’s India Global Capability Center in Jaipur into a top-performing hub, blending culture-first scaling, AI-powered delivery, and Data & AI expertise to become a strategic asset in IBM’s portfolio.
.webp)
About Hakkoda
Hakkoda, a leading provider of cloud-native data engineering and analytics solutions, headquartered in the USA, specializing in the modern data stack. Hakkoda helps enterprises unlock the full potential of their data through Snowflake, Databricks, dbt, and other advanced technologies, delivering agile, high-impact solutions.
The Challenge
Hakkoda, a fast-growing Snowflake services leader, needed to:
- Urgent need to scale a high-performance data engineering team to meet rising client demand in healthcare, agriculture, and supply chain.
- Onshore hiring limited by speed, cost, and talent availability, creating the need for a trusted partner to build a GCC in India.
- Accelerate ROI with billability in weeks, not months, while ensuring high utilization and efficiency at scale.
- Embed cultural alignment, enabling seamless collaboration across global teams.
Industry
Data & AI
Timeline
January 2024 – Present
Outcome
100+ certified consultants | 33% global capability hours
- 85% utilization rate | 90% retention
- 6 weeks to billable ramp-up I 7 key accounts delivery
%20(2).avif)
Key Metrics
We’ll let the numbers tell the story
100+
highly skilled consultants driving global delivery at scale through Follow-the-Sun model.
100%
snowPro Core Certified consultants with an average certification time of 2 weeks.
33%
global capability hours powered by our AI-driven lab, trusted by 7 key clients
>90%
employee retention driven by culture-first hiring and clear career pathways.
The BOT Solution
Leveraged the Odyssey Operating Model to deliver a turnkey GCC:
BUILD
BUILD
- Hired & onboarded first wave of talent, aligned with Hakkoda’s pyramid.
- Integrated India processes with Hakkoda governance & tools.
- Set up office, IT infra, and launched culture + certification programs.
OPERATE
OPERATE
- Delivered end-to-end projects, scaled utilization to 80%+
- Took ownership of client programs, built trust via governance & escalations.
- Drove continuous growth through accelerators, certifications & innovation culture.
TRANSFER
Transfer
- Currently in Build/Operate mode, with flexibility to transition ownership when strategic.
- Seamless IBM integration: Leadership retained, all contracts transitioned.
- Increased from 7 key accounts to 12 key accounts Strategic IBM asset
Key Differentiators
Leveraged the Odyssey Operating Model to deliver a turnkey GCC:
- FactorImpact
- Culture-First Hiring96% retention, 40% women leaders, career tracks & promotions.
- Rapid Scaling6 weeks to billable, 100+ roles filled ahead with flexible staffing.
- Capability Excellence7 key customers significantly staffed by India GCC
- SEZ Advantage20% cost savings via tax benefits
.avif)
Looking Ahead
As part of IBM, the Jaipur GCC is now scaling to 500+ FTEs with:
- AI Labs 2.0: Agentic AI for Snowflake migrations.
- Dedicated innovation campus for the Hakkoda team.
