Client Result
AI Automation Drives $18M in Savings and Scalability for Software Company
Turning AI automation opportunities into scalable operational transformation
SaaS company CIO, project lead
Client Result
Turning AI automation opportunities into scalable operational transformation
SaaS company CIO, project lead
Siloed processes and manual workflows were limiting scalability and making it difficult to identify where automation could deliver the greatest value. In five weeks, West Monroe assessed more than 50 workflows across core business functions to identify operational bottlenecks and prioritize high-impact AI-enabled automation opportunities.
Using a structured approach to evaluate business value, feasibility, and organizational readiness, we developed a clear, ROI-backed automation strategy to support scalable transformation and long-term operational improvement.
Working together with business and technology leaders, West Monroe facilitated cross-functional workshops with customer support, client success, managed services, CloudOps, HR, legal, and finance to align on priorities and reimagine how work gets done.
We designed standardized, automation-ready workflows and future-state architectures that integrate AI, enterprise systems, and human decision-making. Our team developed a comprehensive business case and execution roadmap, ensuring initiatives were not only innovative but practical, including investment estimates, sequencing, and a clear path to implementation beginning with quick wins and immediate ROI in under a quarter while executing an enterprise-wide transformation over a 12-to-18-month horizon.
By aligning AI and agentic automation initiatives with business goals, the client uncovered significant opportunities to improve operational efficiency and reduce costs. The initiative identified up to $18 million in run-rate cost savings and opportunities for 30–60% efficiency gains across key processes.
Standardized workflows improved data quality and consistency while reducing manual effort and quality assurance burden. With a prioritized roadmap and execution-ready plan in place, the organization is positioned to scale automation, streamline operations, and support long-term operational and financial performance.
A vertical SaaS company wanted to move beyond early AI experimentation and define a clear path to improving operational efficiency and scalability. Across multiple business functions—including sales and marketing, customer success and support, managed services, back-office operations—complex workflows and inconsistent processes created heavy manual effort and limited visibility into where automation could drive the greatest impact.
West Monroe partnered with the client to assess and prioritize AI and automation opportunities across the enterprise, helping the organization focus investments on initiatives with the greatest operational and financial impact.
workflows assessed and prioritized for transformation
margin improvement identified through targeted AI and automation initiatives
in potential run-rate cost savings across in-scope functions