From WhatsApp to Work: Streamlining Hiring for Operational Roles

Q: What market reasons led to the creation of ChambasAI?

A: The idea behind ChambasAI came from my work in Palenca, where we developed a product to verify employment and income history to complement credit bureau data. The same concept could be applied to the talent market, replacing unreliable CVs with verified employment histories, particularly for roles where candidates typically do not have LinkedIn profiles or formal credentials. 

The platform began as a tool for candidates to share verified employment history during the application process. We built it on WhatsApp, the most widely used technology across Mexico and Latin America, to ensure simplicity and accessibility. Verification was integrated into the process, allowing us to connect candidates with real jobs through a channel they already use daily. Over time, we added features in response to client needs, such as an AI-powered CV generator that allows candidates to create professional resumes directly within WhatsApp.

Q: What challenges did you have to overcome to build the employment verification database for ChambasAI?

A: The main challenge was behavioral rather than technical. Employment history is not automatically available, so candidates must be willing to share it. We designed ChambasAI as a product that creates clear value for job seekers, incentivizing them to provide their data voluntarily. By positioning this as a tool that improves their chances of securing better jobs and working conditions, we created a mutually beneficial exchange.

Q: How does ChambasAI simplify the job search and support candidates through the hiring process?

A: ChambasAI streamlines the experience by immediately matching candidates with nearby vacancies, enabling them to review job details and complete pre-interviews in less than a minute through WhatsApp. Candidates can also generate professional CVs by answering simple questions, with AI correcting grammar and structuring content, which is particularly valuable for those without computer access or formal CV-writing skills. Beyond matching, the platform automates recruiter tasks such as scheduling interviews, sharing locations, sending reminders, and following up after appointments. This ensures candidates feel guided and supported throughout the process.

Q: How does ChambasAI address high turnover in operational roles?

A: Turnover in these roles is exceptionally high: 55% of workers stay less than two months, only 10% last longer than eight months, and just 5% remain beyond a year. Salaries are a major factor, with most workers earning around MX$8,400 (US$459), while those earning over MX$25,000 (US$1,366) tend to stay longer. We focus on speed and reliability. Our platform facilitates rapid, verified hiring, ensuring companies can continually fill vacancies while workers gain immediate access to opportunities.

Q: What advantages does ChambasAI provide to recruiters and companies?

A: ChambasAI reduces recruiter workload by automating the most time-consuming steps. Recruiters focus only on final interviews, while the system verifies candidate information, prepares CVs, conducts initial screening, and schedules appointments. Companies can manage vacancies, review applications, and access structured data through our enterprise dashboard. This level of automation makes recruitment faster and more efficient.

Q: How does ChambasAI leverage candidate data to improve hiring results?

A: With over 1.1 million registered users, we can proactively match candidates to vacancies using proximity and skill-based models. For example, if a company seeks a cook with grill experience, the platform identifies qualified profiles and contacts them automatically via WhatsApp. For specialized roles such as bilingual call center agents, we integrate proficiency tests into the process, allowing employers to filter efficiently while giving candidates an opportunity to showcase their skills. Beyond matching, aggregated data allows us to identify labor trends, measure satisfaction, and provide feedback to employers on how to make roles more competitive.

Q: What role does ChambasAI play in addressing unemployment and hiring gaps in Mexico?

A: Mexico has an active labor market where demand often exceeds supply. Our role is to improve how candidates and employers connect. By simplifying applications, integrating pre-screening, and enabling direct communication via WhatsApp, we make recruitment scalable, particularly for high-volume operational roles.

Q: Which sectors are most actively using ChambasAI?

A: Adoption is strongest in restaurants, hospitality, logistics, security, and cleaning services, as well as for general assistant roles. E-commerce companies recruit last-mile drivers through us, while large corporations hire for logistics and sales. Recently, we have begun supporting healthcare organizations by sourcing nurses. Candidate data also highlights future opportunities, such as in construction, where we already have thousands of registered workers but few active vacancies.

Q: How is ChambasAI collaborating with the public sector?

A: We partner with the Ministry of Labor and the Ministry of Economic Development in Mexico City to promote formal job opportunities in underserved communities. For example, in San Andres Mixquic, Tlahuac, our “Find jobs through WhatsApp” campaign connected 40 people to formal jobs in the first month. These initiatives reduce barriers to employment and position ChambasAI as a secure, credible alternative amid widespread fraudulent recruitment attempts.

Q: What is your long-term vision for ChambasAI?

A: Our vision is to be the preferred brand for employment in Mexico, recognized for simplicity, trust, and relevance. We remain focused on our core purpose: helping people find jobs and companies find workers. Future growth includes geographic expansion into major cities, development of short-term “chambitas” (short-term placements), and scaling nationwide. We are also investing in branding and digital content to make ChambasAI both a functional platform and a recognizable, trusted brand.

ChambasAI is an AI-driven platform that connects Mexican talent with operational jobs, making hiring faster and simpler. By linking companies to hundreds of thousands of qualified candidates, it streamlines recruitment and develops the local workforce