11 cases
An engineering team deployed an on-call agent that monitors alerts, correlates signals across services, pulls relevant runbooks, and drafts an incident summary in Slack — before the on-call engineer even opens their laptop.
A tech company receiving 10,000+ applications per role used a Claude-based agent to score resumes against job requirements, reducing time-to-shortlist from 3 weeks to 2 hours.
A mid-size law firm deployed a Claude-based agent to flag non-standard clauses, missing provisions, and risk terms in commercial contracts. Junior associates now do first-pass review in 15 minutes instead of 3 hours.
A private equity firm deployed an agent pipeline to analyze target company documents, flag risks, summarize financials, and cross-reference public filings. Deal teams now complete preliminary DD in one day instead of one week.
A 2,000-person company deployed an internal chatbot trained on all HR policies, benefits documents, and employee handbooks. HR saved 1,200 hours per year answering repetitive questions.
A multi-brand retailer deployed an agent that monitors inventory levels, detects anomalies, contacts suppliers automatically, and escalates only when human judgment is needed. Manual exception handling dropped from 200 to 12 cases per week.
A mid-size company deployed a financial monitoring agent that continuously watches actuals against budget, flags anomalies, identifies root causes by drilling into transaction data, and alerts the CFO via Slack before variances become problems.
A factory running 200 CNC machines deployed an agent that monitors sensor data, detects failure signatures, schedules maintenance windows, and orders parts automatically — before equipment fails.
A B2B SaaS company replaced their 30-minute form + human qualification call with an AI agent that qualifies leads in real-time conversation, books demos immediately, and hands off to AEs with full context.
An engineering team deployed a release validation agent that runs automated checks, reviews test results, analyzes error rate changes, and generates a go/no-go recommendation — replacing a 4-hour human review ceremony.
A DTC brand's marketing team deployed an agent that monitors ad performance hourly, reallocates budget across campaigns, pauses underperformers, and scales winners — without waiting for weekly human reviews.