Darren Kimura, head of AI Squared, featured in an interview series
In the rapidly evolving world of artificial intelligence (AI), AI Squared is making waves as a platform that aims to become the default way enterprises and government agencies operationalize AI. The company, led by President and CEO Darren Kimura, aspires to reduce the time-to-value from months to days.
Kimura, a seasoned executive with a track record in technology and clean energy sectors, has previously led companies such as Energy Industries Corporation, Sopogy, LiveAction, and co-founded Enerdigm Ventures. His latest venture, AI Squared, drew him in due to the company's focus on deploying AI, not just building models.
AI Squared's unique selling point lies in its ability to sift through vast data in real time, surfacing patterns that humans might miss. However, to realize this value, AI must be trusted, traceable, and integrated with human-in-the-loop systems. AI Squared addresses this by focusing on orchestration, version control, and governance, ensuring the model stack can evolve without disrupting the user experience.
The company works with federal agencies such as the NSA, U.S. Navy, and other unspecified federal agencies. In high-stakes environments, Discriminative AI offered by AI Squared enables faster triage, risk detection, and prioritization.
AI Squared solves the "last mile" of AI by creating a national security-grade data integration pipeline that connects AI/ML models with data sources and systems already in use. This approach bridges the gap between data science teams and business users, simplifying the deployment and integration of AI models into the everyday systems business users rely on, such as CRM, ERP, Slack, and Teams.
Success for AI Squared under Kimura's leadership means becoming the default way enterprises and government agencies operationalize AI, focusing on scale, trust, and real-world outcomes, not just innovation for its own sake. The platform allows for the secure deployment and management of various machine learning models, including open-source, commercial, and proprietary ones.
In a world where unmanaged autonomy poses a significant risk to national security, AI Squared is excited about accelerating situational awareness and decision velocity. The company is also keen on emerging trends in enterprise AI, including LLMs that are truly multi-modal and focused on specific tasks, agentic AI systems that take action, and standardized governance for regulated industries.
Ethics, compliance, and transparency are top considerations on AI Squared's product roadmap. The company builds with zero-trust principles, supports secure deployment environments, and clear governance models. The biggest mistake companies make when deploying GenAI is focusing on novelty over necessity, leading to pilot fatigue, unscalable prototypes, and trust issues. AI Squared simplifies the handoff from model development to production, ensuring a smooth transition.
Kimura is also known for inventing MicroCSP solar technology. AI Squared serves clients in finance, supply chain, and government. The company simplifies AI deployment and enables real-time decision-making, ultimately accelerating the impact and adoption of AI in businesses and government agencies.
In the context of AI Squared's focus on operationalizing AI for enterprises and government agencies, Kimura, a technology and clean energy sector veteran, strives to incorporate cybersecurity measures to safeguard the platform's data-and-cloud-computing infrastructure. AI Squared's pursuit of national security-grade data integration underscores the importance of maintaining a secure environment for its users, thereby enhancing the technology's overall utility.
