Case Studies

Engineering teams that deliver results

Real companies. Real teams. Real engineering outcomes.

01

AI Platform

AI-First SaaS Startup

Challenge

The company needed to scale its engineering capacity quickly while maintaining product quality with a tight 12-week deadline.

Solution

Empiryx built a dedicated 6-person engineering team in India, including 2 ML engineers, 2 full stack developers, and a DevOps lead.

Results

0170% faster hiring vs traditional process
0295% sprint completion rate
032x faster product releases
04Saved $400K vs US hiring
02

GCC Build

Series B FinTech Company

Challenge

A growing FinTech company needed a long-term engineering base in India to support rapid product expansion across three markets.

Solution

Empiryx Hub guided the company through full GCC setup — from location strategy to founding team of 12 engineers in Ahmedabad.

Results

01GCC operational in 90 days
0212 engineers onboarded
0340% reduction in engineering costs
043 new product markets launched
03

Team Expansion

HealthTech SaaS Platform

Challenge

A HealthTech platform needed to double its engineering team without compromising on regulatory compliance and technical depth.

Solution

Empiryx sourced and placed 8 specialized engineers with healthcare data expertise, integrated into existing Agile workflows.

Results

018 engineers placed in 6 weeks
02100% compliance requirements met
0350% increase in feature velocity
04Zero quality incidents
04

AI Engineering

Computer Vision Startup

Challenge

An early-stage computer vision company needed specialized ML engineers to build core product infrastructure fast.

Solution

Empiryx identified and placed 3 senior ML engineers with computer vision expertise within 3 weeks of engagement start.

Results

01Core ML pipeline built in 8 weeks
023x faster model iteration
03Raised Series A post-team build
04$2M in new ARR
05

DevOps Transformation

Enterprise SaaS Company

Challenge

A scaling SaaS company needed to modernize infrastructure and build a dedicated DevOps/Platform engineering team.

Solution

Empiryx assembled a 4-person platform engineering team in India specializing in Kubernetes, Terraform, and cloud infrastructure.

Results

0199.99% uptime achieved
0260% infrastructure cost reduction
03Deployment frequency 5x improved
04Team fully operational in 30 days
06

GCC Strategy

B2B Data Analytics Startup

Challenge

A data analytics company wanted to establish a center of excellence in India for data engineering and analytics.

Solution

Empiryx Hub designed the GCC strategy and built a 15-person data engineering center in a phased 6-month engagement.

Results

0115-person data team established
02GCC running as independent unit
0350% of data infrastructure migrated
043 new enterprise clients won

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