Testlio blog

If you have ever searched for a crowdsourced testing partner, you have probably seen the same promise repeated: “thousands of devices, hundreds of geographies.” While impressive at first glance, these vanity metrics rarely reflect the true quality of a QA partnership.

Founding partners InnoWave and Bugcrowd join forces with Testlio to deliver next-generation testing and unmatched client outcomes.

For years, QA practices were designed for predictable, rules-based software. AI has upended that reality by introducing risks that traditional methods cannot fully address.

The promise of AI breaks down when testing focuses only on idealized inputs. Real users ask incomplete questions, switch languages mid-thread, or provide contradictory details that models must still handle.

When it comes to accessibility, there are a lot of vendors and each is unique and credible in its own way.

We put two of the most talked-about models head-to-head in a real-world RAG scenario, and the results might surprise you.

For many engineering leads and executives, reviewing quality assurance dashboards and automation reports may feel like trying to solve a complex puzzle, one where the pieces keep changing, and the full picture only comes into focus after it’s too late.

AI is no longer just a technical feature, it is a business-critical system that shapes conversations, decisions, and customer experiences.

Chatbots have quickly moved from novelty to necessity. With over 987 million users and platforms like ChatGPT receiving more than 4.6 billion monthly visits, chatbots are now core to how people interact with digital products.