AUTOMATION

Build Custom SaaS Workflows with Gigacatalyst AI Builder

Enable non-technical users to build critical missing features via natural language on top of your SaaS platform

Updated: 5/13/2026
Difficulty
easy
Time
5-30m per workflow
Use Case
Non-technical users (managers, ops people, facility directors, technicians) build critical missing workflows by describing them in natural language without engineering involvement
Popularity
0 views

About this automation

Gigacatalyst provides an AI customization layer that connects to your SaaS product's APIs, learns your data model and design system, and lets non-technical users build governed apps via natural language. The platform handles agentic API discovery, generation with validation, sandboxing/compilation, and proxy layer governance.

How to implement

1

User describes the desired workflow in natural language (e.g., 'show me which parts will run out in the next 2 weeks based on usage over the last 90 days, accounting for vendor lead times')

2

Gigacatalyst's agents discover and parse your app's endpoints, query params, request/response shapes, and sample data

3

AI generates the app based on the natural language description

4

Multiple validation steps run: static checks, runtime error analysis, LLM-as-a-judge

5

App is compiled and sandboxed for fastest speeds and lowest costs

6

User interacts with the built app in seconds

7

Proxy layer handles auth, tenant isolation, rate limiting, logging, and version control

8

Workflow is deployed under your brand inside your product