AI Automation Results: $47K Saved, 85% Faster Processing
Case Studies
Real results.Client Success Stories
Three engagements. Three Chicago businesses. Real numbers.
Every engagement we take on ends with documented results. Before we start, we agree on a measurable outcome. After we deploy, we track it. The three case studies below represent different industries, different workflows, and different starting points. What they share is a common approach: identify the highest-ROI process, build the AI system, train the team, and measure what changes.
Combined, these three engagements recovered over $800,000 in annual value and reduced manual processing time by an average of 72%. None required a large technology budget or months of planning. Each was live and delivering results within 90 days.
Read the full stories below. If you want to understand how this applies to your business, book a 30-minute briefing.
Results We've Delivered
Three recent engagements. Real data. Verified outcomes.
89% faster
A Chicago wealth management firm cut compliance processing time from 26 hours to 2.8 hours per client and saved $385,000 in year one.
Read the full story →85% faster
A Chicago-area manufacturer reduced invoice processing from 40 hours per week to 6 hours, with accuracy at 99.8% and $47,000 in annual savings.
Read the full story →42% fewer no-shows
A Chicago multi-specialty clinic reduced patient no-shows from 18% to 10.4% and recovered $380,000 in annual appointment revenue.
Read the full story →For PE-Backed Operators
What a 90-day sprint looks like when the goal is operating leverage and reporting credibility ahead of a financing event.
Monthly close cycle: 11 days to 4, before a financing event
A PE-backed services company near $180M in revenue cut its monthly close from eleven days to four, sharply reduced reconciliation hours, and produced consistent, documented reporting its sponsor and board could stand behind. Live and adopted in 90 days, fixed price.
Read the full example →Ready to build your own results?
Book a briefing to talk through where AI fits in your business. No commitment required.