Read the Report — State of Applied AI →
TechnologyOperations

How Remote Solves 27% of IT Tickets Automatically with Zapier

Remote is a global HR and employer-of-record platform with more than 1,800 employees that helps companies hire, manage, and pay workers across borders. To scale operations without proportional headcount growth, Remote built a company-wide automation program using Zapier, including an AI-powered help desk that automatically resolves more than a quarter of all IT support tickets. The result is 6,659 workdays saved monthly and $500,000 in avoided hiring costs.

Impact

6,659

Workdays saved monthly (total)

$500K

IT hiring costs avoided

27.5%

IT tickets resolved automatically

616

Hours saved monthly from IT ticket automation

2,219

Days saved monthly (headline figure)

Challenge

A small IT team managing support for over 1,800 globally distributed employees relied on untracked Slack messages with no formal ticketing system, resulting in requests falling through the cracks and a support model that could not scale without significant headcount growth.

Solution

Remote deployed Zapier to build an AI-powered help desk handling intake, triage, and resolution via Slack, email, and chatbot, with Zaps performing user validation, ticket creation, AI resolution suggestions, and self-assignment across the full support lifecycle.

Tools & Technologies

What Leaders Say

Without having automation, we would have to at least be double our size. Doubling is a bit of a euphemism because I think we would have died or fallen back into oblivion [without it].

Marcelo Lebre, Co-Founder and President, Remote

Zapier helps us manage remote teams and operations across the globe seamlessly.

Marcus Saito, IT Integrations Engineer, Remote
Get the full context.

Sign up to read complete case studies, access detailed metrics, and unlock all use cases.

Full Story

Remote operates the legal and administrative infrastructure that allows companies to hire employees in countries where they have no legal presence. The core business is complexity management: employment law, payroll, benefits, and compliance across dozens of jurisdictions. With over 1,800 employees distributed globally, Remote’s own internal operations face the same challenge it solves for customers — how to coordinate a large, distributed team without an equally large administrative overhead.

The IT team responsible for internal support was small relative to the volume it handled. Support requests arrived primarily through Slack, untracked and informal. There was no ticketing system, no SLA visibility, and no way to measure how much time was being spent or how many requests were falling through the cracks. As the company grew, the situation was becoming unsustainable — but simply adding headcount was neither efficient nor aligned with Remote’s operating philosophy.

Remote’s response was structural. They created a dedicated IT Integrations Engineer role and built a three-person automation team with a mandate to reduce operational friction across the company. Using Zapier, they built an AI-powered help desk that ingests support requests from Slack, email, and a chatbot interface, then runs them through automated triage: user validation, ticket creation, AI-generated resolution suggestions, and self-assignment to the appropriate handler. The workflow handles the full lifecycle of a support ticket from intake to resolution without human intervention for a significant share of requests.

27.5% of all IT help desk tickets are now closed automatically, saving 616 hours per month from that workflow alone. At the company-wide level, Zapier-powered automation accounts for 6,659 workdays saved monthly — the equivalent of not hiring dozens of additional employees. The hiring cost avoidance from IT automation alone reached $500,000. Co-Founder and President Marcelo Lebre put the stakes plainly: without automation, the company would have needed to at least double in size, and even that might not have been enough.

Remote’s automation program is now a model for how globally distributed companies can scale operations without linear headcount growth. The IT use case demonstrated the pattern — structured intake, AI-generated resolution, and measurement — that the team is extending to other functions. The company treats automation not as a technology project but as a strategic operating principle: the way to grow a global business without the cost structure of a traditional enterprise.

Similar Cases

P
Pfizer
93%
database reduction

Pfizer achieved a 93% database reduction and 20% cost avoidance by migrating their global SAP environment to S/4HANA on IBM Power10 infrastructure.

PharmaceuticalsTechnologyICIBM ConsultingIPIBM Power Virtual Server
C
Classmethod
up to 90%
reduction in development time

Classmethod, a leading Japanese cloud integrator, deployed Claude Code across its engineering teams to address chronic developer shortages. The tool automated code generation, review, and testing workflows, reducing development time by up to 90% on specific tasks and cutting code review time by 80%.

TechnologyCCClaude Code
L
Lusha
300%
increase in outbound leads

Lusha is a B2B sales intelligence platform with 1.5 million users and a database of over 200 million business contacts. By deploying Elasticsearch as both a full-text search engine and a vector database for AI-powered lead recommendations, Lusha helps customers generate 300% more leads, achieve conversion rates up to 10x higher, and realize return on investment of up to 1,000%.

TechnologyEElasticsearch
T
Tabnine
50%
improvement in response times

Tabnine integrated Claude 3.5 Sonnet via Amazon Bedrock into its AI coding assistant, serving over 1 million monthly developers. The migration delivered 50% faster response times, a 20% increase in free-to-paid conversions, and a 20-30% reduction in churn—while meeting strict security and compliance requirements for regulated industries.

TechnologyABAmazon BedrockCClaude
F
Factory
550,000 hours
development time saved

Factory built autonomous AI agents called Droids using Claude 3 Opus and Claude 3 Haiku to automate labor-intensive software engineering tasks at scale. These Droids handle code review, documentation, refactors, migrations, and feature requests across the entire software development lifecycle. Customers using Factory Droids saved 550,000 hours of development time and saw a 20% reduction in development cycle time.

TechnologyC3Claude 3 HaikuC3Claude 3 Opus
A
Apollo
35%
increase in meeting bookings

Apollo integrated Claude 3.5 Haiku into its sales engagement platform to power intelligent, personalized messaging and prospect research at scale. The AI-driven features help sales teams write highly effective outreach without requiring technical expertise, generating over 5 million Claude-powered messaging actions per month. Customers using Claude-powered messaging saw a 35% boost in meeting bookings and a 15% increase in retention rates.

TechnologyC3Claude 3.5 Haiku
H
Hostinger
Minutes vs. days
website creation time

Hostinger partnered with Anthropic to build Hostinger Horizons, an AI-powered platform that converts natural language prompts into complete, functional websites and applications. The solution eliminates the steep learning curve of traditional web builders, enabling non-technical users to create professional online presences in minutes instead of days.

TechnologyCClaude
J
Jamf
Under 45 minutes
performance review skill build time

Jamf deployed Claude Enterprise across 16 departments, then built interactive workflow skills using Claude Cowork that transformed manual spreadsheet-based processes into guided, conversational experiences. Performance reviews that previously required months of effort are now built in under 45 minutes, and non-engineering teams independently create custom data dashboards.

TechnologyCEClaude EnterpriseCCClaude Cowork