automated-testing - dev ptechpartners

Accurate, Secure, and Fast with Better Coverage: PTP Integrates AI Test Automation at Enterprise Scale

AI-Driven Testing | Documentation Standardization | Faster Triage

PTP implemented enterprise AI test automation focused on our client’s greatest needs—writing and maintaining tests, diagnosing flaking regressions, and centralizing knowledge—to deliver immediate value while laying the foundation for AI growth.

PTP’s Solution Snapshot

Client
Large, regulated enterprise operating API-driven platform supporting business-critical systems
Delivery Model
Hybrid POD (Onshore + Nearshore); or Onshore and onsite
Focus
Test case standardization, automation and regression support, documentation as a byproduct
Practices
Automatic functional test case generation, automated impact SQL scripts, AI-assisted generation of automation-ready scripts, API test automation, automated regression testing, and data validation, searchable AI knowledge base
Outcomes
Faster test case creation, better coverage, higher regression trust, faster onboarding, and more time for QA and BA staff to spend on high value work

The Challenge

The Solution

PTP's AI-Driven Testing & Documentation workshop focused on practical, low-risk AI adoption, and AI-powered QA testing. We augmented existing workflows and explainable AI outputs with mandatory human review to meet governance needs.
Tech Stack: Azure DevOps, Swagger / ReadyAPI, .NET, React, REST APIs, SQL Server, Oracle, SSIS / ETL pipelines, and CI/CD pipelines integrated with automated API regression testing and data validation
Standardized and automated test cases first for fast ROI, with strong human review
Next, we added AI-assisted automation scripts, automated SQL scripts for data isolation, and much faster triage of regression failures
Documentation standardization enforced SME walkthroughs and searchable AI knowledge base.

Impact

30–40% Reduction in manual test case creation time
40% Increase in testing coverage with better corner and edge cases
Higher regression trust with fewer false positives with reduced noise and data-collision failures
Faster onboarding for QA, BA, and engineering teams
Highly-skilled QA and BA shifted to higher value work

Success Metrics

Fixed Fee

30- 0 %

Core engagement

Nearshore Hours

0 %

@ $65-70/hr

Integrations

Apollo, Gong, Stripe, QB

Week Delivery

65% upfront, 35% completion

Ready to Resolve Your Testing Bottlenecks and Pain Points?

Let us show you how PTP’s enterprise testing standardization and automation can reduce maintenance drag, preserve institutional knowledge, and improve execution speed safely and securely. We provide secure and reliable AI testing for even the most highly regulated enterprises.