AI-native.AI-flavored.
Product engineering for startups and enterprises that want to move faster — without growing engineering overhead.
Three doors in. Pick yours.
Same team, same standard. Where you come in depends on what you're carrying.
AI-native software engineering
Agentic AI systems
AI-native transformation
The stages look familiar.
What happens in them doesn't.
Engineering, not case studies.
Real work, real numbers — shipped across Edtech, Renewable energy, HealthTech, Fintech, Audtech. Ask about any project below for the details.
AI doubt solver
A RAG engine over one of India's largest question banks — when a student's question isn't already covered, it generates and stores a new answer on the fly, so the bank keeps growing on its own. That's what took the cost of answering a question from ₹30 (done manually) down to ₹1, at close to a million questions a month.
Health Companion
A multi-agent system built on Bodhi, the client's knowledge graph of medical concepts and terms, doing double duty. On the front end, agents handle prescription reading, smart report generation, lab report explanations, symptom checking, and appointment booking to bring in new patients. On the back end, the same system takes order-status and report-status checks off the support team's plate. It runs across WhatsApp, web, and the mobile app, engaging 25,000+ leads and patients a month at the lowest CAC of any lead-generation channel the client runs, while pre-empting 50+ support calls a day.
CalcX
A sales workbench where a field rep — or the prospect themselves — can model capacity, financing, and battery setup over a 5-20 year horizon and get IRR back instantly.
AI Mentor
A multi-agent personal mentor that handles onboarding, weekly planning, test analysis, and learning-path generation — wired directly into the client's own student data and content library.
Multi-channel lead nurturing engine
Agent-run outreach across phone and WhatsApp that reads each lead's score and disposition, then hands off cleanly between channels instead of restarting the conversation.
Pick a path and talk it through — literally.
Not sure which door is yours? Start anywhere — we'll point you to the right one.