Generative AI Accelerator
From prototypes to solutions, drive generative AI success in your organization
Accelerate value capture throughout your generative AI journey
Case study: From innovation lab to production pilot
Overcoming the unique challenges of enterprise Gen AI
Client
A global services firm with over 100,000 employees
Problem
Our client's early Gen AI prototype showed promise for reducing manual labor. However, the path from lab to production was unclear; without AI-specific DevOps, tuning traceability, and user-feedback workflows, the team was stalled.
Solution
In less than 12 weeks, Elephant deployed an OpenAI-powered proof of concept on serverless Azure infrastructure. Scalability, compliance, and security were key focus areas. Leveraging Elephant’s expertise, tools were created to solve for traceability, tokenization-logic and embedding optimization, and ongoing user feedback at scale.
Results
The production-minded proof of concept confirmed feasibility, and the Gen AI solution was approved for a production pilot. Azure Active Directory SSO provided enterprise-grade security controls. Chunking optimization achieved a 75% cost reduction in OpenAI costs. Traceability and self-service user feedback tools sped up progressive trials by 60% for Product and Engineering.
What our Clients say:
Elephant’s process was impressive to watch. They were able to come in, observe, orient, and build out a clear action plan in a matter of days. Inside a month they were executing on clearly defined and substantive sprints.
I’ve never seen a group show up with this level of rigor and efficiency — a testament to both the team and the process they bring to the table.
Contact Us.
info@elephantventures.com