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92
Somerville, MA (USA) Late Stage (PE-Backed)

AI-Powered Hybrid UI Automation

SmartBear Software • Led by Allen Conway (Original TestComplete dev)

🔒 Confidential
COI SCORE 92 VERIFIED

🔬 The Innovation Core

The Pain Point

Enterprise companies run mission-critical legacy desktop applications (SAP, Oracle Forms, WPF) that modern, web-only automation tools (like Cypress/Playwright) cannot touch, forcing teams to maintain fragmented testing silos.

The Solution

A heavy-duty, omni-platform automation engine that combines an 'Intelligent Object Repository' with AI visual recognition. It uniquely allows a single test to span across Desktop, Web, and Mobile interfaces, bridging the gap between legacy Windows apps and modern React front-ends.

⚡ Verified Impact

● Validated
99% Accuracy (Hybrid)Object Recognition
50+ Tech Stacks (SAP/Oracle)Legacy Support
-30% Time (Self-Healing)Maintenance
32,000+ OrganizationsMarket Reach
CERTIFICATION

Gold Standard

TRL 9/9

📊 Market Traction

Revenue History ($M)

Market Share

🧠 Analyst Verdict: Enterprise Stalwart

"TestComplete remains the 'Swiss Army Knife' for complex enterprise environments, holding a defensible moat in the desktop automation space where lightweight competitors fail. While its UI can feel dated compared to SaaS-native tools, its 'Hybrid Object Recognition' engine provides unrivaled stability for testing highly complex, dynamic legacy applications (e.g., SAP, Mainframe GUIs)."

✅ Pros

  • Desktop Hegemony: Unmatched capability in automating difficult Windows desktop technologies (Delphi, WPF, Java Swing) alongside web.
  • Hybrid Recognition: Combines 'Property-Based' (ID/Name) and 'AI Visual' recognition to find objects even when DOM attributes change.
  • Language Agnostic: Supports scripting in Python, JavaScript, and VBScript, preventing vendor lock-in to a proprietary language.

⚠️ Risks

  • Heavy Footprint: A 'thick client' architecture that is significantly resource-heavier and slower to install than modern CLI-based tools.
  • Execution Speed: Slower test execution compared to headless browser frameworks like Playwright.
  • Cost: High licensing fees for 'Floating' seats make it difficult for smaller agile teams to justify vs. free open-source alternatives.

🛠️ Use Cases

💡
SAP Modernization

Automating end-to-end workflows that start in SAP GUI (Desktop) and finish in a web portal.

💡
Visual Regression

AI-driven detection of layout issues (overlapping text) on PDFs and charts.

💡
Data-Driven Testing

Loop-testing complex forms using external Excel/SQL data sources without rewriting code.

Market Maturity

Stop Guessing.
Know What's Deployable.

Marketing brochures look the same for TRL-3 (Concept) and TRL-9 (Proven) tech. Our radar cuts through the noise, showing you exactly if this innovation has crossed the "Pilot-to-Production" chasm.

9

Commercial Grade

Fully audited operational history. Ready for scale.

6

Prototype / Pilot

Functional in relevant environments. High risk, high reward.

Current Maturity Status

TRL Score 9.0 / 9.0
  • check_circle Technology validated in lab (TRL 4)
  • check_circle System prototype demonstration (TRL 7)
  • check_circle Actual system proven in operations (TRL 9)
Transparency

Forensic Evidence Chain

We don't just "approve" listings. We build a permanent, immutable audit trail for every verified claim. See exactly what was checked, when, and by whom.

View Sample Audit Report →

Technical Diligence

> Architecture Review: PASS
> Security Audit: ISO 27001
> Scalability Test: 10k TPS

Customer Verification

> Client Interview: #8821
> Deployment Status: LIVE
> ROI Confirmed: 18% Savings

Certification Issued

STATUS: VERIFIED verified

Enterprise Action Center

Select the engagement model that fits your business needs.

🚀
Launch Pilot / POC
Submit your problem statement and request a proof of concept scope.
💡
Propose Use Case
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⭐
Submit Review
Already using this solution? Verify impact and submit your CSAT score.
🛡️
Request Due Diligence
Access compliance certs, security audits, and financial health reports.

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