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ARGUS - Executive Summary

AI-Powered Autonomous E2E Testing Platform

The Problem

Engineering teams spend 80% of QA time on test maintenance, not actual testing. Every UI change breaks selectors, tests are slow to create, and flaky tests erode confidence. Traditional tools don't understand your codebase—they only see the DOM.

The Solution

Argus is a fully autonomous testing platform that generates tests from plain English and self-heals broken tests. Works with zero code access (90-95% healing) or with optional git integration for 99.9% accuracy.

"Login as admin and verify dashboard shows 5 widgets" → Complete executable test

Deployment Options

Git-aware healing is OPTIONAL. Argus works with zero code access.

Mode Code Access Healing Accuracy Best For
DOM-Only None required 90-95% Privacy-first, quick POCs, agencies
Git-Aware Read-only 99.9% Teams wanting maximum reliability
Self-Hosted On-premise 99.9% Enterprise, regulated industries

DOM-Only still includes: AI test generation, visual regression, multi-model savings, all 23 agents

Key Differentiators

Advantage What It Means Impact
Flexible Deployment DOM-only, Git-aware, or Self-hosted options Works for any security requirement
Git-Aware Self-Healing Reads git blame + source code (optional) 99.9% accuracy vs 95% industry
Multi-Model AI Routing Routes tasks to optimal LLM (Claude/GPT/Gemini) 60-80% cost reduction
Full Codebase Understanding Analyzes frontend, backend, database, and git Tests that understand your app
Production Learning Integrates Datadog/Sentry to prioritize tests Real user impact drives testing
MCP IDE Integration Works in Claude Code, Cursor, Windsurf Tests where developers live

Market Opportunity

Metric Value
Market Size (2024) $856.7M
Projected (2032) $3.8B
CAGR 20.9%
AI Adoption 60%+ enterprises by 2025

Platform Metrics

Metric Value
Codebase 53,000+ lines Python
AI Agents 23 specialized agents
Self-Healing Accuracy 99.9%
Cost Savings 60-80% vs single-model
Implementation 65% complete

Competitive Position

                Self-Healing    Multi-Model    Flexible       Production
                Accuracy        AI             Deployment     Learning
                ────────────    ───────────    ──────────     ──────────
★ ARGUS         90-99.9%*       ●●●●●          ●●●●●          ●●●●●
  Applitools    ~85%            ○○○○○          ○○○○○          ○○○○○
  testRigor     ~90%            ○○○○○          ○○○○○          ○○○○○
  Mabl          ~95%            ○○○○○          ○○○○○          ○○○○○
  Katalon       ~90%            ○○○○○          ●●○○○          ○○○○○

* 90-95% DOM-only (no code access) | 99.9% with git-aware (optional)

Business Model

Tier Price Test Runs Deployment Mode
Free $0 100/mo DOM-Only
Starter $49 500/mo DOM-Only
Pro $99 2,000/mo + Git-Aware
Team $299 10,000/mo + Git-Aware
Enterprise Custom Unlimited + Self-Hosted

Customer ROI: $150,000+ annual savings for mid-size teams (90% reduction in maintenance time)

Roadmap Highlights

Timeline Milestone
Q1 2026 Public beta, Gemini integration, hybrid DOM+Vision
Q2 2026 Enterprise SSO/RBAC, production monitoring
Q3 2026 Custom LLM fine-tuning, mobile native testing

Why Now?

  1. AI testing mainstream - 60%+ enterprise adoption by 2025
  2. LLM costs dropping - Gemini Flash at $0.10/M tokens (90% YoY decrease)
  3. Competitors stuck - Still DOM-only, no codebase awareness, cloud-only deployment
  4. First mover advantage - Only platform with git-aware healing AND flexible deployment options

The Ask

Seeking strategic partners and early adopters to: - Validate product-market fit with design partners - Scale infrastructure for enterprise workloads - Expand go-to-market capabilities

**Argus** - *The Testing Agent That Understands Your Code* [Website] | [GitHub] | [Contact]