Enabling Enterprise AI at Scale with Integrated Data & ML Teams
Overview
A large financial services organization was advancing a multi‑year enterprise artificial intelligence and advanced analytics strategy. As demand for specialized data, cloud, and machine learning capabilities increased, the organization required a scalable delivery model that could adapt to changing priorities while maintaining enterprise governance, security and operational control.
Our Approach
Beacon Hill Solutions Group (BHSG) delivered an ongoing managed AI and data engineering team model, providing end‑to‑end consultant management, governance and enablement fully embedded within the client’s systems, processes and security environment.
Ongoing Services
- Integrated teams across data science, ML engineering, cloud DevOps and data governance
- Centralized onboarding, performance management and workforce continuity
- Formal governance, reporting and delivery oversight
- Quarterly training enablement sessions to support knowledge sharing and adoption
Solution Outcomes
Through this ongoing integrated services engagement, the client benefits from:
- Scalable AI and data engineering capacity aligned to business demand
- Reduced operational overhead for workforce management
- Improved continuity and knowledge retention across initiatives
- Enterprise‑grade governance, transparency and delivery oversight
- Flexibility to adapt the workforce model as organizational needs evolve
Enabled client‑led ownership through a defined consultant‑to‑FTE transition option, supporting stability beyond the engagement
