Field notes from our team on AI engineering, product delivery and modernising business software.
Fees, scholarships, grants and budgets decide who gets educated and how well. Modern technology can make that money flow more transparently, efficiently and fairly.
Harish Chandra JoshiCo-founder & COOPayroll and HR systems are mission-critical, which is exactly why they are so often left to age. Here is a low-risk, phased approach to modernising them, and where AI genuinely helps.
Harshit JoshiChief Technology OfficerTeachers spend a large part of their week on paperwork rather than teaching. AI can take on much of that load, so educators can focus on what only they can do.
Harish Chandra JoshiCo-founder & COOAI is not just for large enterprises with big budgets. Smaller businesses can move faster, adopt more boldly and see results sooner, if they start in the right place.
Poonam ShrimaliCo-founder & CEOWe teach students algebra and history, yet many leave school without knowing how to budget, save or avoid debt traps. That gap affects lives for decades.
Harish Chandra JoshiCo-founder & COORelying on a single large language model for everything is expensive and limiting. Orchestration sends each task to the model best suited to it, improving quality, cost and privacy at the same time.
Harshit JoshiChief Technology OfficerKids my age use AI every day, in games, apps and homework. I think we should go one level further and learn how to build with it, the right way.
Every student learns at a different pace and in a different way, but a single teacher with forty students cannot personalise every lesson. Thoughtfully used, AI can help close that gap.
Harish Chandra JoshiCo-founder & COOCustomers, employees and regulators are all asking the same question: can we trust your AI? Companies that answer it well don’t just avoid risk. They win business.
Poonam ShrimaliCo-founder & CEOStandard RAG answers questions from your documents in one pass. Agentic RAG plans, searches again and checks its work. Here is how to tell which one your product actually needs, and what the upgrade costs.
Harshit JoshiChief Technology OfficerFor fifty years, building software meant translating intent into code line by line. That era is ending. Here is what replaces it, what stays human, and how businesses should prepare now.
Harshit JoshiChief Technology OfficerBuying AI tools is easy. Becoming an AI-first company is a leadership decision that touches strategy, culture and how work gets done. Here is what has to change at the top.
Poonam ShrimaliCo-founder & CEOWhen any fact is a question away, memorisation alone stops being an advantage. After decades in education, I believe our classrooms must now teach students how to think, question and create.
Harish Chandra JoshiCo-founder & COOI’ve played against computer opponents for as long as I can remember. Games taught me a lot about how AI thinks, and about what makes human players different.