INTELLIGENT AUTOMATION
Insights & Innovation
Explore articles, case studies, and research reports —
designed to help you unlock the full potential of intelligent automation & AI.
artificial-intelligence-ai
The Clover: May 2026
This month: a framework for picking the right automation and agentic AI use cases, five dimensions for measuring AI value, proof from a $3M success story, and seven cities where you can talk it
Webinar: Migration Decisions That Hold Up
What Every Automation Leader Should Understand About Platform Migration Economics, Strategy, and the Role of AI
The Clover: June 2026
This month: proof from a regional bank that validated a 600-loan application backlog 9x faster with agentic AI, why Forward Deployed Engineering is the missing layer most AI operating models lack
How a Regional Bank Automated Loan Validation with Agentic AI
A regional community bank with more than $8 billion in assets, serving consumers and businesses across several states in the Northeast and Mid-Atlantic. Results at a glance 15 of a 600-loan backlog
Automation & AI Opportunities in Food Manufacturing
Automation without strategy is just expensive busywork. Here's how Australia's leading food manufacturers are cutting through the hype to drive real ROI from AI and intelligent automation. Why food
Roadmap Report: Celonis’ Context Model & Ikigai Labs
Celonis is evolving from a process intelligence platform into an enterprise AI context layer, helping models and agents understand the business before they recommend, simulate, plan, or act. Celonis
Forward Deployed Engineering (FDE): The Missing Layer in Your AI Operating Model
A Forward Deployed Engineer (FDE) is the embedded technical engineer that activates and operationalizes AI capabilities—LLMs, Agentic AI, and vibe coding—connecting them to business systems, data,
AI Value Management: How to Build a Practice for Agentic AI
AI value management is the operational discipline of tracking, validating, and communicating agentic AI value realization over time — across all five dimensions, from pre-implementation baseline to
5 Measurement Dimensions: What Leaders Should Know About Measuring AI Project Value
Most automation programs track what's easy to count. A mature agentic AI measurement framework tracks what actually drives business outcomes across five dimensions: customer satisfaction, cost of