Finance Company AI & Automation
Document intelligence for credit operations.
A mid-market commercial lender was spending 12+ hours per loan packaging financial statements, tax returns, and supporting docs into underwriting summaries. We deployed a document-intelligence pipeline integrated directly into their loan origination system, with human review checkpoints preserved for high-risk segments.
72%
Faster document review
14 wk
Build to first cohort
Marketing Company AI & Automation
Creative ops at agency scale.
A B2B marketing agency was losing margin on creative production — briefs took five days to become first drafts, but clients wanted 24-hour turnaround. We designed an internal creative ops platform with brand-guardrailed asset generation and review workflows, integrated against their approved brand systems and asset libraries.
8 hr
First draft (was 5 days)
Media & Entertainment Company Technology Transformation
From legacy CMS to multi-channel publishing.
A regional media company's 15-year-old content management system was blocking expansion to streaming, podcast, and short-form video. We led a phased migration to a headless CMS architecture using strangler-fig patterns — editorial workflows stayed intact during cutover while new channels plugged in via APIs.
4
New channels in 6 months
0
Hours of editorial downtime
Healthcare Company Strategy & Advisory
AI strategy and governance for a regulated org.
A regional health system had board approval for an "AI initiative" with no plan, no governance, and no clear ROI hypothesis — and every department running its own pilot. We led a 90-day strategy engagement covering capability assessment, use-case prioritization, governance framework, and a 24-month roadmap aligned across IT, clinical operations, and compliance.
90 day
Board-approved framework
6 mo
First production deploy
Retail & E-commerce Company Delivery Partnership
Taking a stalled copilot to production.
A national specialty retailer had spent nine months on an internal merchandising copilot that demoed well but couldn't survive store-associate volume or messy catalog data. We embedded two senior engineers and a delivery lead alongside their team — re-architected the data layer, hardened the inference pipeline, and rolled out in waves before fleet-wide deployment.
1,200+
Stores live in a quarter
Insurance Company AI & Automation
Straight-through processing for claims intake.
A specialty insurer's claims intake required 45+ minutes of manual document handling per claim — routing, data entry, severity tagging — before a human reviewer even started. We built an AI-driven intake pipeline combining OCR, structured extraction, and a triage model trained on four years of historical claims, with edge cases routed to senior adjusters.
92%
Straight-through rate
