Catalyst by Zoho

What Catalyst by Zoho does

Catalyst by Zoho is a full-stack cloud development platform (PaaS) offered as a product line within Zoho Corporation Pvt. Ltd., a privately held Indian multinational headquartered in Chennai with corporate offices in Pleasanton, California. The platform enables developers and enterprises to build, test, deploy, host, and operate serverless web applications, mobile app backends, and SaaS product extensions without managing underlying infrastructure. Its core technology stack combines serverless Functions (FaaS) supporting Java, Python, Node.js, JavaScript, and TypeScript with a relational Data Store (MySQL/PostgreSQL-compatible), Redis-powered Cache, object storage, authentication, API gateway, push notifications, email, and Application Performance Monitoring. A modular product surface extends the platform with QuickML (no-code AutoML), ZiaServices (OCR, Face Analytics, Text Analytics), ConvoKraft (NLP chatbots), Slate (frontend hosting), AppSail (framework-based apps), SmartBrowz (headless browser), Signals (event bus), Circuits (workflow orchestration), and Stratus (object storage).

Catalyst serves two primary customer segments: enterprise and mid-market businesses building custom internal tools, customer-facing applications, and digital transformation projects (referenced customers include Saint-Gobain, Deloitte, Swiggy, and Livpure), and individual developers and startups using the free development tier for MVPs and prototyping. The business model combines a freemium PLG funnel — free development/testing with no time limit plus a 14-day trial with $250 in production wallet credits — with usage-based production billing (compute, storage, data transfer, API calls) and enterprise seat-based upsell through Zoho One, Zoho Workplace, and Zoho CRM bundles. Distribution combines self-serve website sign-up, Zoho's global enterprise field sales team, a partner channel (including the ConstructionBOS vertical partner and the Nomura Real Estate Japan partnership), and integrations with Stripe, Algolia, Auth0, Okta, and OneLogin. The platform operates across seven data center regions (US, EU, India, Australia, Canada, Japan, Saudi Arabia) with BYOC and HIPAA-compliant infrastructure options for regulated workloads.

The company is not standalone: Catalyst is a product within Zoho Corporation, which is a private, founder-led company with no external venture funding disclosed for the Catalyst product line. There are no standalone revenue, funding, M&A, or leadership disclosures specific to Catalyst. Zoho's overall employee count is reported at 5,001-10,000 globally, and Catalyst's product development is conducted primarily from Zoho's Chennai R&D operations.

Name

Catalyst by Zoho

Legal name

Zoho Corporation Pvt. Ltd.

Website

https://catalyst.zoho.com

Company type

Private

Operating status

Operating

Headcount range

5,001–10,000 employees

Short description

Catalyst by Zoho is a full-stack serverless cloud development platform (PaaS) within Zoho Corporation, providing serverless functions, relational Data Store, AI/ML modules, authentication, and hosting for developers, startups, and enterprises building web and mobile applications.

Ownership category

akta.pro rank

Product category

Cloud Development Platform

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Enterprise PaaS (App Runtime & Managed Application Platforms) (HDAEAKAB)

akta.pro secondary industries

Platform Engineering & Internal Developer Platforms (IDP) for Compute (HDABADAI), Release Engineering & Environment Management (BPAEAKAH)

Keywords

• Serverless backend platform
• Cloud development platform
• Backend as a service
• Serverless application development
• Platform as a service

Headquarters

HQ city

Pleasanton

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Usage-based production billing: Catalyst offers free development and testing environments. Revenue is generated from usage-based billing in production environments, where customers pay for compute, storage, data transfers, and API calls consumed at scale. The free trial provides $250 in wallet credits for production usage during the trial period.
2. Enterprise seat-based upsell via Zoho bundles: Catalyst is bundled with Zoho's broader enterprise suite (Zoho One, Zoho Workplace, Zoho CRM). Revenue flows through Zoho's enterprise licensing model, where Catalyst is adopted as part of broader Zoho deployments.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels6 records

Core offering

Catalyst by Zoho is a full-stack cloud development platform (PaaS) that provides developers with serverless functions, a relational Data Store, file storage, caching, push notifications, email, authentication, API Gateway, web client hosting, and integrated AI/ML capabilities to build, test, host, deploy, and operate web apps, mobile apps, and SaaS product extensions. The platform supports multiple programming languages (Java, Python, Node.js, JavaScript, TypeScript) and frontend/mobile SDKs (Flutter, Swift, Kotlin, React, Angular), with optional BYOC (bring-your-own-cloud) deployment and HIPAA-compliant infrastructure for regulated workloads.

Product overview

Catalyst by Zoho is a comprehensive full-stack cloud development platform providing a platform-plus-modules architecture. The core Catalyst platform offers backend-as-a-service capabilities including serverless Functions (FaaS), Data Store (relational database), CloudScale (BaaS), and integrated services. The platform is complemented by specialized modules: QuickML for no-code machine learning, Slate for frontend development, ZiaServices and ConvoKraft for AI/ML capabilities, AppSail for framework-based custom apps, SmartBrowz for headless browser automation, Stratus for object storage, Signals for event processing, Circuits for workflow orchestration, and APM/Logs for monitoring. Together, these products enable enterprises to build, deploy, and scale full-stack applications without managing underlying infrastructure.

Differentiator

Problem solved

Functional benefit

Brands

• AppSail: Fully-managed infrastructure service for building custom apps using popular frameworks.
• QuickML
• Slate
• ZiaServices
• ConvoKraft
• Stratus
• Circuits

Products and services

• Catalyst Full-stack cloud development platform providing backend-as-a-service, serverless functions, data storage, and integrated services for building enterprise applications.
• AppSail Fully-managed PaaS component that enables building custom applications using popular frameworks while Zoho manages the underlying infrastructure.
• QuickML No-code machine learning platform that allows users to build, train, evaluate, deploy, and optimize ML models without writing code, supporting predictive analytics, computer vision, and NLP use cases.
• Slate All-in-one platform to build, preview, deploy, and scale frontend applications from local to live in minutes via a single workflow.
• Data Store Cloud-based relational database management system (compatible with MySQL and PostgreSQL) for storing and managing persistent application data with built-in querying capabilities.
• Functions (FaaS) Serverless Functions-as-a-Service offering that stores and executes the business logic of Catalyst applications in Java, Python, Node.js, JavaScript, and TypeScript with built-in scaling.
• Circuits Workflow automation tool that orchestrates tasks and manages multiple tasks in parallel with failure-handling for Catalyst applications.
• CloudScale Backend-as-a-Service capability providing application storage, security, automation, and hosting solutions for Catalyst applications.
• Stratus Secure object storage service for storing, managing, and delivering files and assets at scale for media, backups, logs, and dynamic content.
• Signals Intelligent event bus service that ingests, transforms, and routes events in real time for event-driven architecture in Catalyst applications.
• SmartBrowz Headless browser management and control service for web automation, scraping, and rendering tasks in Catalyst's cloud environment.
• ZiaServices Ready-to-implement AI solutions including OCR, Face Analytics, Image Moderation, and Text Analytics for enterprise applications.
• ConvoKraft Toolkit for building intelligent NLP-based chatbots that converse through text for customer support and automated messaging.
• APM (Application Performance Monitoring) Monitoring service providing in-depth insights about function executions to help monitor application performance and identify anomalies.
• Logs Logging service that maintains records of all successful and failed executions within Catalyst applications for debugging and auditing.
• Automation Testing Service for automating the testing process of APIs in Catalyst applications, providing real-time detailed reports and debug results.

Quantifiable outcome

• Saint-Gobain (Fortune 500, €38.1B sales, 76 countries) successfully deploys Catalyst for enterprise-scale applications
• +3 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability9 records

Feature11 records

Partnerships

Three partnerships are on record, tiered regional flagship and core.

• Nomura Real Estate / Zoho Japanregional flagshipGTM or Marketing Partner · 1 January 2023Zoho Japan partnered with Nomura Real Estate to offer Zoho cloud services (Zoho CRM, Zoho One, Zoho Workplace, and broader Zoho ecosystem including Catalyst) at a 50% discount to tenant companies via the NOMURA WORK-LIFE PLUS platform. This partnership targets small and medium-sized tenant companies in Japan, providing them access to enterprise-grade cloud tools at reduced pricing.
• Zoho CRMcoreTechnology or IntegrationCatalyst offers native integration with Zoho CRM through a bulk import connector, enabling seamless data synchronization between Catalyst applications and Zoho CRM. This integration is part of the broader Zoho ecosystem synergy.
• ConstructionBOScoreChannel Partner/ Reseller/ DistributorConstructionBOS is a Zoho partner that builds and deploys solutions on the Catalyst platform specifically for the construction industry. They represent a channel partner model where ConstructionBOS uses Catalyst as the underlying platform to deliver industry-specific B2B SaaS products to end customers.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• AWS Amplify: AWS Amplify is Amazon's full-stack development platform combining serverless backend (Lambda, AppSync), authentication (Cognito), data storage, and hosting. It is the most direct hyperscaler analog to Catalyst's serverless PaaS positioning, targeting developers building full-stack web and mobile apps on AWS.
• Firebase (Google Cloud):
• Microsoft Azure App Service: Azure App Service is Microsoft's PaaS for building and hosting web apps, mobile backends, and REST APIs, with serverless functions via Azure Functions. It is a primary enterprise competitor to Catalyst, particularly for Microsoft-stack enterprises needing integrated PaaS.
• Google Cloud Run: Google Cloud Run is a managed serverless platform for running containerized applications, with auto-scaling and integration into the broader Google Cloud ecosystem. It competes with Catalyst's Functions and AppSail offerings for serverless container and function workloads.

Direct peers

• Vercel: Vercel is a frontend cloud platform for Next.js and modern web frameworks, with serverless functions, edge compute, and a growing suite of full-stack capabilities. It directly competes with Catalyst's Slate and Functions offerings for developer-led web application deployment.
• Supabase: Supabase is an open-source Firebase alternative providing a Postgres database, authentication, serverless functions, storage, and realtime subscriptions. It directly overlaps with Catalyst's Data Store, Functions, Auth, and Cache offerings and is widely adopted in the PLG developer community.
• Heroku (Salesforce): Heroku is a Platform-as-a-Service supporting multiple programming languages with managed databases, add-ons, and app deployment. It has historically targeted the same developer-led, mid-market enterprise and startup segments that Catalyst serves, and competes on simplicity of full-stack application hosting.
• Netlify: Netlify is a developer platform for modern web applications offering serverless functions, edge functions, forms, authentication, and hosting. It directly competes with Catalyst for JAMstack and full-stack web developers, emphasizing developer experience and PLG.

Emerging players

• Appwrite: Appwrite is an open-source Backend-as-a-Service platform providing authentication, databases, functions, storage, and messaging as a self-hostable or cloud alternative to Firebase. It overlaps with Catalyst's BaaS feature set and targets developer-led adoption.
• Cloudflare Workers: Cloudflare Workers is an edge serverless platform for running JavaScript, TypeScript, and WASM code at global edge locations, with growing support for full-stack applications via Workers KV, D1, R2, and Pages. It represents a new class of serverless platform competing with Catalyst on developer experience and global performance.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/catalystbyzoho

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Catalyst by Zoho