Over the course of the last decade, the hiring process has changed in order to create a balance between speed, volume, and fairness. With large pools of candidates, online assessments, and video interviews all acting as time and efficiency enablers, these new technologies have also created another source of anxiety for job seekers. LinkedIn’s surveys in 2022 and 2023 indicated that over 60% of job seekers feel that the hiring process has become more complicated and less personal. They felt nervous because of some of the new formats that test performance, the lack of clarity around how performance would be judged, and increased levels of anonymity. As a result, companies started looking for assessment technologies that could actually measure someone’s skills but also give them a more job-related experience.
Companies began researching new ways of providing job-related assessments for applicants in order to enhance hiring quality as well as to give the applicants the perception of a fair and meaningful assessment process.
Within this broader shift, WeCP, founded in Bengaluru in 2016 by Abhishek Kaushik and Mohit Goyal, developed systems that place job relevance at the center of assessment design. The platform was built to allow organizations to create role-specific evaluations rather than relying on generic problem sets. Early versions focused on software engineering tasks that mirrored real development work. Over time, the same design approach was extended to non-technical areas such as communication, aptitude, and behavioral evaluation. The goal was to reduce guesswork for both recruiters and candidates by making expectations clearer.
Artificial intelligence is used within the platform to support these structured methods. WeCP AI assists in generating role-based questions and scenarios that are mapped to skill categories. This reduces the time recruiters spend building tests while also ensuring that content reflects current job needs. The system can also produce multiple versions of similar questions, which helps limit repetition and question sharing. From a candidate perspective, this can reduce the perception that outcomes depend on access to leaked content rather than actual ability.
Feedback and reporting are another area that influences how candidates view assessments. Many hiring processes offer limited information after tests are completed. In contrast, systems that provide skill level breakdowns and performance summaries can help candidates understand their strengths and gaps. While the extent of feedback shared varies by employer policy, the underlying analytics are designed to support clearer communication about evaluation results. According to case studies released by employers using skill-based platforms, transparent reporting is linked to higher acceptance of hiring outcomes, even among rejected candidates.
The tools for communication and behavioral analysis are designed to reflect the actual pressures of a workday. English Pro assesses reading, writing, listening, and speaking skills through tasks that align with the Common European Framework of Reference. Culture Pro evaluates cognitive and behavioral characteristics through scenario-based interactions. These types of tests are designed to reflect actual professional communication needs, such as responding to a prompt or explaining an idea. Candidate stress in online hiring is a problem that has been around for a while. A 2022 Glassdoor survey showed that confusion with instructions and unfamiliarity with tools were significant sources of stress in online hiring.
WeCP uses standardized interfaces across different assessment types so that candidates do not need to adjust to new systems for each test. Consistent design and step-by-step instructions are intended to reduce uncertainty during evaluations, especially in high-volume hiring campaigns such as campus recruitment.
The move towards experiential evaluations aligns with what is being sought after in the industry. Rather than looking at a checklist of isolated skills, companies are interested in seeing how these skills are applied in practical scenarios. They employ scenario simulations and problem-solving activities to observe how individuals make decisions. This aligns with a 2023 World Economic Forum report that found applied skills and flexibility are more important than static skills. By embracing task-based evaluations, assessment tools are attempting to better capture the complexity of the role.
Although the hiring of tech talent is often discussed in the context of efficiency, the candidate experience is still very much tied to the reputation of the company. A 2023 study by LinkedIn discovered that job candidates who had a positive assessment experience were more likely to recommend the company, regardless of the outcome of the hiring process. This has led to a blurring of the lines between assessment tool design and employer brand strategy.
Since its launch, WeCP has been used by enterprises and educational institutions to conduct assessments across multiple regions and job families. Publicly available case studies describe its use in campus hiring, lateral recruitment, and internal mobility programs. These programs often involve thousands of candidates moving through standardized evaluation processes. In such settings, consistency and clarity are not only about the way things are done but also about maintaining the trust of the candidates.Â
WeCP, even today, operates as an evaluation tool that combines role-based testing, interviews, and AI-enabled evaluation tools. Started by Abhishek Kaushik and Mohit Goyal, the company has expanded from being a tech screening tool to a talent evaluation tool that encompasses communication and behavioral aspects as well. This development is a part of the larger trend that is being witnessed in the industry: the candidate experience is being increasingly influenced by the degree to which the evaluation process resembles actual work and the clarity of the laid-out expectations. With the evolution of hiring tools, tools that find the right balance between accuracy and human-centric design will continue to be at the forefront of discussions on fair and effective hiring practices.
