The client is a next-generation AI-powered productivity application that captures conversations, meetings, and, through real-time audio recording, transcribes, summarises, and remembers. The platform leverages advanced AI models to transform raw speech into actionable insights, making it an essential tool for professionals, creators, and teams. Given the AI-first nature of the product, quality, accuracy, and reliability were non-negotiable; any inconsistency in transcription, summaries, or background processing could erode user trust instantly.
Enabled a stable, production-ready AI transcription platform across Android and iOS with enterprise-grade quality benchmarks.
Reduced AI-related functional and accuracy defects by 55% through structured model validation, edge-case testing, and prompt behaviour analysis.
Achieved >98% transcription accuracy consistency across varied accents, environments, and interruption scenarios.
Eliminated critical P1/P2 AI workflow failures, including recording interruptions, summary mismatches, and background-processing issues.
Accelerated delivery of AI-powered features (live transcription, smart summaries, memory recall, and notifications) by embedding QA early into AI development cycles.
"BugRaptors played a critical role in making a reliable AI-first product, ensuring our intelligent features worked seamlessly in real-world conditions."
Verified Client
For AI-driven products, quality equals credibility; a single failure in transcription or summarization directly impacts user confidence. Our QA strategy ensured that AI features behaved predictably and the product scaled without sacrificing trust.
We implemented a specialized "AI-First" quality strategy, moving beyond standard functional testing to deep model validation. By embedding experts directly into the development lifecycle, we ensured rigorous coverage of complex workflows, real-world edge cases, and cross-platform consistency.
| Metric | Before | After |
|---|---|---|
| Transcription Integrity | Frequent drift and inaccuracy during interruptions or long sessions. | Robust, high-fidelity transcription resilient to network and state changes. |
| Data Persistence | Summary and memory data often lost after the app is killed or running in the background. | Guaranteed data generation and storage regardless of app lifecycle state. |
| Interruption Handling | Incoming calls often crashed the recording logic. | Seamless Auto-Pause/Resume functionality with zero data loss. |
| Critical Defect Rate | High volume of P1/P2 issues discovered late in the release cycle. | Near-zero critical defects in production; issues caught upstream. |
| Release Predictability | Chaotic releases prone to last-minute hotfixes. | Streamlined, confidence-backed release windows. |
"BugRaptors didn’t just test our code; they operationalized our quality standards. Their rigorous approach to validating complex AI behaviors from transcription nuances to background processing gave us the confidence to scale aggressively without sacrificing the user experience."
Here is the glimpse of what we have done for our customers and how it has transformed their business.
BugRaptors is one of the best software testing companies headquartered in India and the US, which is committed to catering to the diverse QA needs of any business. We are one of the fastest-growing QA companies; striving to deliver technology-oriented QA services, worldwide. BugRaptors is a team of 200+ ISTQB-certified testers, along with ISO 9001:2018 and ISO 27001 certifications.
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