24 cases
A 12-person SaaS sales team deployed a LangChain-based agent that reads CRM data, scores intent signals, and sends personalized follow-ups. Response rates jumped from 4% to 23%.
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 B2B outbound team used a GPT-4-based agent to research each prospect's LinkedIn activity, recent company news, and job postings before writing a unique first sentence. Reply rates tripled.
A B2B SaaS marketing team of 4 people went from publishing 8 blog posts per month to 40 using an agent pipeline that researches topics, creates outlines, drafts content, and formats for CMS — with humans editing and approving.
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 40-person enterprise sales team deployed an agent that listens to call recordings, extracts key data points, and auto-fills Salesforce fields. Reps reclaimed 2 hours per day.
A 500-person company replaced a 47-step manual onboarding checklist with an AI agent that guides new hires, answers questions, and coordinates with IT, HR, and managers automatically.
A 3,000-person company deployed an AI agent that extracts data from receipts, validates against policy, flags violations, and pushes approved expenses directly to the ERP — cutting processing time from 5 days to 4 hours.
A DTC e-commerce brand with 200K monthly orders deployed a support agent trained on their help docs and order data. First-contact resolution jumped from 31% to 68% without adding headcount.
A two-person startup with no marketing team used AI agents to identify keyword opportunities, produce 120 articles in 90 days, and build a content moat that now drives 40,000 monthly organic visitors.
A regional telecom with 2M subscribers deployed a voice AI agent to handle billing inquiries, plan changes, and troubleshooting. 62% of calls never reached a human agent.
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 regional bank deployed a loan servicing agent connected to their core banking system. Borrowers get real-time status, document checklists, and next-step guidance without calling — cutting inbound call volume by 51%.
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 social media agency replaced a 12-person content team with a 3-person team plus AI agents that draft posts, adapt tone per client brand, schedule publishing, and generate performance reports automatically.
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.
When a viral Product Hunt launch drove 50,000 signups in 48 hours, a 3-person support team used an AI agent to handle the 10x ticket surge — maintaining under-2-minute response times throughout.
A corporate legal team deployed an NDA generation agent that takes a few inputs, selects the right template, customizes clauses for jurisdiction and deal type, and produces a review-ready draft — reducing a 2-day process to under a minute.
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.
A mid-market manufacturing company replaced their manual AP process with an AI agent that extracts, validates, matches, and routes invoices — with humans only reviewing exceptions.