# Case Study

A 40-person pest control company replaced manual ChatGPT call reviews with an automated pipeline that classifies every call and emails a nightly digest.

A small custom chocolate maker replaced a crashed order system and an MRP app with Airtable and Softr: per-product artwork approval plus live inventory.

A Czech smart-metering operation used Smartsheet, Pipedream and Adobe document generation to auto-build 100–200 photo-rich apartment handover PDFs a month.

A hospitality staffing firm used Bullhorn and Zapier to turn booking, extension, and signed-agreement emails into self-updating tracking for ~100 consultants.

How a branded-merchandise company used Make and Pipedrive to automate self-serve store onboarding: next-step emails, 24-hour reminders and a 48-hour drip.

How a 3-tech equipment service business turned AI-answered calls into a technician dispatch board in Airtable that sorts calls, routes them, and closes jobs.

A small nonprofit connected fundraiser, school, and sponsor sign-up forms to Salesforce with Zapier, merged duplicate workflows, and added error alerts.

A cleaning company's Zapier automation for review requests stopped after a sender-address change. One call traced the fault upstream, and the Zap never changed.

A restaurant-tech company built an AI SMS support agent that reads customer photos, answers from its Notion knowledge base, and hands unclear cases to humans.

How a small nonprofit fixed a Classy-to-Bloomerang Zapier sync that silently dropped gifts: ACH re-checks, retry handling, review queues, and event data.

How a multi-office senior home care company automated 42 weekly CRM reports into BigQuery and one live Looker Studio dashboard using Pipedream.

See how a small pay-per-call call center used a Zapier to Pipedream migration to get real-time call routing, IP-based fraud checks, and agent analytics.