✨ Free AI Report
mabl, Inc.: Key Facts, Business Model & Financial Analysis Read the overview below or get the full interactive report with Cyborg Score, analyst debate audio & saved-company playlists — free, no credit card.
Get Free Report →
Home Company Research mabl, Inc.
Company Research

mabl, Inc.: Business Overview, Financials & Competitive Analysis

mabl, Inc. scores 8/10 on the AskCyborg Cyborg Score (Strong). mabl is well-positioned to capture expanding test automation and quality assurance budgets as organizations accelerate AI-driven development cycles and adopt agentic coding workflows. mabl demonstrates strong market traction with 113 employees (May 2026), $76.1M in cumulative funding, and recognition as the #1 AI-powered testing platform with multiple AI Breakthrough Awards.

What is mabl, Inc.'s industry? mabl, Inc. (mabl.com) operates in Enterprise Software. AskCyborg classifies mabl, Inc. under Enterprise Software in its company registry.

mabl is an AI-native test automation platform empowering software teams to deliver quality experiences. In April 2026, mabl released new capabilities designed to enable continuous quality at agentic development speed,...

8/ 10Strong

Cyborg Score thesis

mabl is well-positioned to capture expanding test automation and quality assurance budgets as organizations accelerate AI-driven...

Read the full analyst-debate transcript →
Industry Enterprise Software
4 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: October 5, 2026
AI-Verified Research
30+ Page Report

Get the Latest mabl, Inc. Report

Up-to-date AI-powered research, analyst debate audio & saved-company playlists

Get Current Report Free
✓ No credit card required
or get it by email

Analyst-debate audio for mabl, Inc.

AskCyborg analysts argue the bull and bear cases for mabl, Inc. across 11 stress-tested dimensions. Listen on your commute -- faster than reading the 30-page report.

Play the free intro →
Free intro · Pro unlocks the full analyst debate
What's in This Report
mabl, Inc. OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
Get Interactive Report Freeor start reading below

mabl, Inc. Overview

Pro stress-test →

mabl is an AI-native test automation platform empowering software teams to deliver quality experiences. In April 2026, mabl released new capabilities designed to enable continuous quality at agentic development speed, addressing the widening gap between AI code generation velocity and quality validation. The platform serves hundreds of enterprise customers including ADP, Mercedes-Benz, and JetBlue.

Strategic Profile

Pro stress-test →

mabl's agentic workflows perform testing tasks with increasing autonomy, emulating skilled human testers by acting on applications, observing behavior, deciding on test steps, and learning information, while infusing AI throughout every stage of the test automation lifecycle. Customers experience on average 70% maintenance reduction, 10x faster test runs, 3x faster test creation, and 80% savings over homegrown solutions.

Competitive Landscape

Pro stress-test →

mabl competes in the test automation and quality assurance market against both traditional automation tools (Selenium, Playwright open-source) and modern platforms like BrowserStack, Sauce Labs, and TestProject. Its primary differentiation lies in AI-native architecture since 2017, agentic autonomous testing capabilities, and integration with modern CI/CD workflows. The company targets enterprise teams managing high-velocity software delivery with AI code generation tools.

Industry Context

mabl, Inc. operates in Enterprise Software.

Key facts

Founded: 2017 · Headquarters: Boston, US · Employees: 113 (as of May 2026) · Revenue: Estimated (private company; revenue not publicly disclosed) · Market cap: N/A

What the analysts stress-tested

The top findings that survived the multi-agent debate for mabl, Inc..

  • In April 2026, mabl's State of Quality Engineering Report surveyed nearly 1,000 software professionals, confirming the gap between code generation velocity and quality validation is widening, prompting the release of "Active Coverage" capabilities.
  • mabl's agentic workflows extend team reach by performing testing tasks with increasing autonomy, emulating human testers by acting on applications, observing behavior, and deciding on test steps, reducing manual QA burden and accelerating release cycles.
+1 more stress-tested counter-arguments unlock with Pro. Read the full analyst debate →

Recent developments

Material events tracked by the AskCyborg corpus.

  • April 2026Unveiled next-generation agentic testing platform with Active Coverage capabilities to match AI-driven code generation speed
  • May 2026Reached 113 employees as of end of month
  • +1 moreTrack every material event for mabl, Inc. as it happens. Explore monitoring →
Get alerted when mabl, Inc. has a new material development →

Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

ACCELQAI-native codeless continuous testing platform for web, API, mobile, desktop, and mainframe→ContextQAAgentic AI testing platform with autonomous test generation and self-healing for web, mobile, API, and specialized systems→Tricentis ToscaEnterprise continuous testing platform with AI-augmented test automation for web, mobile, and packaged applications→Katalon True PlatformAI-native unified testing platform for web, mobile, API, and desktop applications with self-healing and integrated CI/CD→

Compare mabl, Inc. with another company

Pick any company in the AskCyborg corpus to see side-by-side Cyborg Scores and insights.

vs
Side-by-side opens in your AskCyborg account

Industry context

mabl, Inc. operates in Enterprise Software. See how the rest of the sector scores on the Cyborg framework.

Top companies in Enterprise Software by Cyborg Score

Browse Enterprise Software research →
NEW · MCP server

Ask your AI assistant about mabl, Inc.

Install the free AskCyborg MCP server in Claude, Cursor, Cline, Continue, or Windsurf and ask any of these in-line:

“Compare mabl, Inc. and its top competitor on Cyborg Score”
“What did mabl, Inc. do this quarter?”
“Is mabl, Inc. a defensible business in 5 years?”
Install the MCP server (10 sec) →
Free, anonymous, no API key required

How AskCyborg builds confidence

⚔

Analyst debate, not single-author opinion

Every report is stress-tested by a panel of AI analysts arguing across 11 dimensions. The output is the part of the case that survived pushback.

📊

Recalibrated weekly

The Cyborg Score is recomputed weekly against fresh data. Recent material developments are continuously tracked and surfaced.

🔗

Methodology open at /methodology

The framework, dimensions, and band breakdowns are documented. The same company gets the same score from any analyst running the framework.

🔒

Free tier is free

No credit card to read the research. Pro adds saved-company audio playlists, monitoring, audio briefings on demand, and PDF export for $39/mo annual.

Sources: public filings, regulatory data, news flow, and proprietary analyst signals. Read the methodology →

Frequently asked questions

What does mabl, Inc. do?+
mabl is an AI-native test automation platform empowering software teams to deliver quality experiences. In April 2026, mabl released new capabilities designed to enable continuous quality at agentic development speed,...
What is mabl, Inc.'s Cyborg Score?+
mabl, Inc. has a Cyborg Score of 8/10 (Strong). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are mabl, Inc.'s main competitors?+
Named competitors include ACCELQ, ContextQA, Tricentis Tosca, Katalon True Platform. The full competitive landscape is in the AskCyborg report.
How can I get the full mabl, Inc. research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the mabl, Inc. research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

Track mabl, Inc. over time

Pro members get saved-company audio playlists, Cyborg Score recalibrations, and monitoring for material events across the AskCyborg corpus.

See Pro features
From $39/mo annual

More Enterprise Software research

Companies in the same sector and named competitors, ranked by Cyborg Score.

8CSG Systems International, Inc.8HubSpot8Planisware SAS8Tyler Technologies, Inc.8Workday, Inc.7Asseco Business Solutions S.A.7Asseco South Eastern Europe S.A.7Cybozu, Inc.7Jamf Holding Corp7JFrog Ltd.Top companies in Enterprise Software by Cyborg Score