Case study · Recruitment

Scalers: from Airtable limits to a Retool app for recruitment

Scalers is a Saudi start-up that helps companies hire good candidates. Its customer success team ran day-to-day operations in Airtable until the company outgrew it. We built a custom Retool app to replace it, with OpenSearch for large datasets, REST and Slack integrations and automated workflows.

The challenge

What wasn’t working

Airtable worked while Scalers was small. As the client base grew, it couldn’t keep up with the volume of data or the complexity of the work.

Managing candidate and client data involved manual steps that took time and let errors creep in.

Connecting Airtable to Slack and the other tools the team relied on was limited and hard to maintain.

The solution

What we built

A Retool app for customer success

One internal app where the customer success team manages candidates and clients, built in Retool so engineering time went into the integrations.

PostgreSQL and OpenSearch

Candidate and client records moved from Airtable into PostgreSQL, with OpenSearch handling search across the growing volume of data.

REST API integrations

The app connects to the other systems Scalers uses through their REST APIs.

Slack alerts

The Slack API keeps the team informed with notifications where they already talk.

Automated workflows

Repetitive tasks run on their own, freeing the team for work with clients and candidates.

Custom filters and components

A JavaScript query builder lets the team build their own filters without writing SQL, plus custom components for Scalers’ own processes.

How it works

How the new setup works

  1. 1

    Data in one place

    Candidate and client records live in PostgreSQL, behind one Retool app instead of Airtable.

  2. 2

    Fast search

    OpenSearch returns results quickly, even across large datasets.

  3. 3

    Connected tools

    REST integrations keep the other systems in step with the app.

  4. 4

    Team alerts

    Important changes are posted to Slack automatically.

  5. 5

    Less manual work

    Workflows handle the repetitive steps that used to be done by hand.

The result

What changed

  • Candidate and client data managed in one place instead of Airtable
  • Integrations with Slack and other tools that are part of the app, not bolted on
  • Repetitive tasks automated, with fewer chances for manual errors
  • A setup that can grow with the business

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