AI for Equitable Healthcare


Nudging patient and provider behaviors towards better health outcomes

healthcare providers receiving in-app messageshealthcare providers receiving in-app messages

Who we are’s software organizes data and provides data-centric and AI technologies for adaptive interventions and experimentation

We are a team committed to advancing global equity by leveraging operational machine learning & personalization through no-code software for impact-driven mobile applications. We work closely with our partners to push the frontiers of AI and global health

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Generate machine learning-ready data & personalize interventions at scale in weeks


Track & organize user data

Connect to the benshi platform by implementing our SDK, focused on tracking and labelling data logs for data science purposes to unlock every step of the machine learning process


Understand & predict outcomes

Vast amounts of data are processed to build personalized predictions and recommendations. We analyze historical individual records and behaviors to predict when and what will happen next


Take action with adaptive interventions

Predictions are used to target specific populations and to select precision timing for interventions to optimize impact


End-to-end platform

Collect and analyze the impact of interventions through adaptive (reinforcement learning-based) experimental design

Engineering-driven data science

We are a data science organization with engineering mindset. Our team combines practical expertise in distributed systems infrastructure, big data processing, machine learning and statistics. From behavioral scientists to user experience designers, every benshi member is resolute in pursuing our mission through an engineering-first approach

Global majority-first’s software is designed to address the world’s most pressing challenges, with equity and anti-bias at its core. Recommendation and personalization systems are often inaccessible —'s mission is to build AI technologies to unify fragmented healthcare systems and reduce world inequalities

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Smartphone mockup with decorative elements

Product-forward design

We build products. We are focused on creating the world's best user experience for working with data, one that empowers people to ask and answer complex questions without requiring them to master querying languages, statistical modeling, or the command line

Data privacy & protection

We adhere to industry-leading standards to manage our platform, protect our operations and set policies that secure your data. We help our partners to comply with data subject rights requests under the EU General Data Protection Regulation (GDPR) and comparable privacy laws in other jurisdictions

Our values

The positive impact of technology depends on our ability to wield it ethically

Data-driven solutions are only as good as the data they rely on

Fair ML requires representative teams

Transparency and accountability are the only path towards trustworthy AI

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Closing global and technology industry gaps


women in leadership


Women in tech team


team members from LMIC

We are a globally representative team

A team formed by the best minds in AI from the Global South and North exclusively thinking about how to solve challenges equitably with machine learning


Our partners