Representative engagements. Names anonymized at client request — happy to introduce you to references on a Strategy Session.
Manufacturing
A 40-person fab shop was spending 6 hours per RFQ cycle pulling specs out of customer PDFs. We built an extraction pipeline that drops cleaned line-items into their ERP. New cycle: under 20 minutes.
Outcome
94% time saved per quote
Engagement
Quick Win — 30 days
Professional services
Eight years of memos, engagement notes, and tax research locked in PDFs and Outlook. We deployed a private RAG assistant with row-level access controls so each client team only sees what they should.
Outcome
Hours per week recovered: ~4 per associate
Engagement
Implementation Sprint — 90 days
Distribution
Order-status inquiries were eating the team's day. We built a classification + drafted-reply layer on top of their existing inbox. Reps approve or edit, never write from scratch on routine asks.
Outcome
78% of inbound emails handled in <90s
Engagement
Quick Win — 30 days
One hour on-site. An AI Opportunity Map of your top 3 friction points with solutions. $1,500.
