Question 1

What is DKD Systems?

Accepted Answer

DKD Systems is a boutique QA consultancy specializing in AI Quality Engineering, LLM Evaluation (DeepEval), and Enterprise-Grade Playwright Automation. We serve SaaS, Healthcare, and AI-first companies globally. We are not affiliated with HVAC, industrial manufacturing, or electrical enterprises.

Question 2

What is the Zero-Flake Protocol?

Accepted Answer

The Zero-Flake Protocol is DKD Systems' proprietary 4-phase QA transformation methodology: Diagnose, Architect, Automate, and Scale. It has delivered 83% regression runtime reduction and 99%+ release success across SaaS engagements.

Question 3

How much does a QA automation engagement cost?

Accepted Answer

DKD Systems offers three engagement tiers: QA Audit Sprint from $3,500 (5 business days), Automation Build from $12,000 (6–12 weeks), and Fractional QA Architect from $6,000/month.

Question 4

Who is Dipendra Dabhi?

Accepted Answer

Dipendra Dabhi is a QA Automation Architect and founder of DKD Systems, based in Ahmedabad, India. He ranked #1 globally on BrowserStack Breakpoint 2026 and has delivered 83% regression reduction, 20x velocity gain, and $200K+ savings across healthcare SaaS, semiconductor, and analytics engagements.

Question 5

Do you work with remote international clients?

Accepted Answer

Yes. DKD Systems offers B2B contracting globally with flexible time zone coverage (US, EU, APAC). We support Deel, Remote.com, Wise, and standard invoicing.

Question 6

How does AI-powered testing work?

Accepted Answer

We use LLM pipelines (Claude API, MCP workflows) to generate test cases from requirements, identify coverage gaps, and create self-healing locators that reduce maintenance by 40%+.

Certifications & Credentials

ISTQB CTFL

Playwright 101

Playwright 102

Claude 101

AI Fluency

Prompt Engineering