Simulated people. Digital twins. Artificial colleagues. Software that learns the shape of a decision—not merely the words around it.
Explore the portfolio ↘Our thesis / 001
Most software waits to be operated. We build software that can represent a person, rehearse a market, teach a skill, or carry a workflow forward. The common material is not automation. It is judgment.
Selected systems / 2026
Eight explorations. One recurring question: what changes when software can model people—not just process their data?
Life sciences · Market simulation
A synthetic US physician research panel for testing messages, concepts, and launch decisions before the first field interview.
Visit the platform ↗Consumer intelligence · India
An Indian consumer research panel built to preserve the texture averages erase—language, place, aspiration, and contradiction.
Research systemPolitical intelligence · India
A simulated voter panel for exploring opinion, narrative, policy response, and the moving coalitions beneath an election.
PrototypePersonal intelligence · Astrology
A personal Vedic astrologer with a memory for your chart, your timing, and the questions that tend to return.
Live prototypeIdentity · Digital twins
Create a digital version of yourself—and let other people speak with it across messaging or face-to-face interfaces.
Meet a twin ↗ Live demoLearning · Communication
An audio-native communication tutor for practising high-stakes conversations—and hearing exactly where delivery breaks down.
Working prototypeAutonomous work · Agents
Persistent AI colleagues for research, content, operations, and the messy multi-step workflows ordinary automations abandon.
In developmentCompany operations · Utilities
Small, sharp software for the unglamorous machinery of a company: expense intelligence, reconciliation, and GST filing.
Private toolsOperating principles / 003
Behaviour is contextual. The product should know the context.
A prototype becomes useful only when someone can actually operate it.
New interfaces should feel strange for a reason—not merely look novel.
Open channel / Say hello