Interview Questions for Anupam Kundu, Creator of Calculai
New Jersey-based tech firm Calculai, spearheaded by its founder Anupam Kundu, specializes in creating AI-powered tools designed to enhance decision-making processes and boost workforce efficiency within various industries.
In an interview with David Kertai, Kundu shed light on Calculai's innovative AI applications, ranging from smart city infrastructure to healthcare breakthroughs, and their dedication to creating solutions that are user-friendly, eco-friendly, and easily integrated over time.
When asked about the motivation behind establishing Calculai, Kundu shared his concerns about the overhyped AI solutions that frequently neglect fundamental issues such as data quality, organizational readiness, and regulatory adherence. Calculai aims to buck this trend, prioritizing clarity, precision, and long-term viability in AI integration.
Addressing the question of how Calculai adapts its AI tools for diverse industries, Kundu explained their approach of adapting the tools to cater to the unique data environments, user needs, and regulatory contexts of each sector. Case in point, their collaboration on computer vision systems for real-time crowd analysis in Cannes, France, which improved traffic flow and safety at large-scale public events.
In the retail sector, Calculai has used AI-driven insights to personalize customer engagement, redesign support journeys, and enhance customer satisfaction. In the healthcare field, their AI tools have supported clinical decision-making and reduced administrative burdens for clinicians while preserving accuracy and transparency.
Kundu emphasized that Calculai doesn't employ a generic one-size-fits-all strategy but instead customizes the technical architecture to fit each client's workflow, data maturity, and ethical concerns, ensuring a seamless integration of AI tools.
When discussing technical and behavioral challenges in AI projects, Kundu highlighted the dual nature of AI implementation as both a technical and human endeavor. On the technological front, Calculai focuses on building explainable, secure, and easily integrable AI systems. For the human aspect, they invest time in understanding stakeholder concerns, assessing data governance maturity, and preparing teams for organizational changes.
Measuring the success of Calculai's AI projects, Kundu revealed that they base their evaluation on both qualitative and quantitative indicators, including productivity improvements, accuracy enhancements, adoption rates, and alignment with ethical standards.
To help organizations reap lasting benefits from AI, Kundu outlined Calculai's strategy of developing flexible, long-term solutions that evolve alongside the business landscape. Ultimately, Calculai seeks to empower clients to confidently own and manage their AI journeys, moving beyond mere tool implementation and into profound, sustainable transformation.
- Kundu explained that Calculai customizes the technical architecture of their AI tools to fit each client's workflow, data maturity, and ethical concerns, ensuring a seamless integration of AI tools.
- Calculai's AI tools have been used in the healthcare field to support clinical decision-making and reduce administrative burdens for clinicians while preserving accuracy and transparency.
- When measuring the success of Calculai's AI projects, they base their evaluation on both qualitative and quantitative indicators, including productivity improvements, accuracy enhancements, adoption rates, and alignment with ethical standards.
