Modern MLOps For Efficient Machine Learning
Automate your machine learning processes so you can rapidly go from concepts to products
Google Cloud and Vertex AI Setup
Full Machine Learning Infrastructure setup with Vertex AI, model versioning, Workbenches, Vertex AI Pipelines, Cloud Build CI/CD, Cloud Functions, BigQuery, GCS and many other GCP services
Agentic Workflow Investigation and
AI Workshops
Detailed investigation in your project's capability to integrate AI Agents in possible workflows. Our team host workshops for employees to use and manage Agents for during and post engagement.
Model Monitoring with Custom Looker Dashboards
We build custom dashboards which monitor all model metrics, train jobs, pipeline runs, data drift, model decay. This dashboard becomes the go-to place for data scientists and machine learning specialists to manage their research efficiently and easily turn into products
Production Grade
AI Agents
AI Agents built using ADK and managed on GCP using Vertex AI Agent Engine. We add agentic workflows in your current or new projects.
Experimental Gemini Enterprise
Full fledged employee and role based AI Agents.
- New Hire Onboarding Agent
- Custom Tailored Data Analyst Agent
- Employee Vacation Management Agent
- Customer Service Agent
- Data Science Agent
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MIG's Impact
100%
no human interference required once agent is productional - other than prompting the agent
15%
Increase in available time for employees to perform research and planning
8
Months of development time saved when working with MIG
7
Years of Experience building machine learning solutions