Powering Societal Transformation Through Collective Wisdom
Apurva Framework
How Do We Enable Problem-Solving?
At the heart of our design is a dynamic cycle of Listen, Learn, and Act; one that mirrors how people naturally build understanding; by engaging, recognising patterns, and responding with intention.
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Understanding begins with listening. Communities hold lived realities, challenges, and knowledge that ground us in diverse, bottom-up perspectives. Even the smallest signals at the local level can shape the entire system. Apurva captures these authentic voices, ensuring that grounded knowledge drives systemic understanding.
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Grounded insights are strengthened by layering them with ecosystem knowledge from organisations, institutions, funders, and governments. Together, they uncover patterns and hidden linkages that remain invisible in isolation. This fusion of community wisdom and institutional knowledge generates systemic insights for change.
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With interconnected insights in place, solutions take shape. Interventions are designed to meet the realities of communities while addressing systemic demands. Each action feeds back into the cycle, creating a self-reinforcing process of discovery, innovation, and scaling impact.
Products
Tailored for Every Change Leader.
Apurva LENS
Integrating community voice and ecosystem knowledge, enabling changemakers to learn from emerging collective wisdom.
Apurva COMPASS
Amplifying community voices to understand ground realities and enable action at scale.
Apurva THREAD
Transforming tacit knowledge into meaningful, actionable insights across multiple domains.
Apurva in action
Discover how Apurva.ai can enable your ecosystem to thrive.
Use Cases/ Impact
FAQs
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Still have questions?
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Who is Apurva.ai?
Apurva.ai (Apurva) is an initiative housed under the C4EC Foundation, a non-profit organisation. It offers an open, public-good knowledge infrastructure and is licensed under the MIT licence and CC (Creative Commons).
What can I do with Apurva.ai?
Apurva helps organisations to tackle complex social problems by enabling them to listen to communities and unlock the value of their ecosystem. With Apurva, organisations can curate, organise, and use knowledge for research, assessments, impact measurement, program learning, ecosystem conversations, and more.
Is Apurva.ai open source?
Yes, Apurva.ai’s platform is open source, meaning the software is free to use, adapt, and improve as a public good.
However, any data or knowledge your organisation shares on Apurva stays private. Only you and your teams can access it, unless you choose to share with trusted partners. No other users or organisations can see your data.
How is Apurva different from other AIs?
Apurva stands apart in a few fundamental ways:
- Apurva is purpose-built for the social sector
- It is designed for an ecosystem, going more than individual benefits, where the ecosystem can come together to solve problems
- It draws only from community voices and ecosystem knowledge; no internet data is used, so insights are accurate, trustworthy, and specific to your context.
Why is Apurva built around Community Voices?
Communities are closest to the problem and are also most affected by the outcomes of solutions. By placing communities at the centre and amplifying their voices, we enable access to valuable insights, unseen viewpoints and localised solutions.
What is AI about Apurva?
Apurva uses a range of AI models tailored to each product and capability that support listening, synthesis, insight generation, and system-level understanding. The AI is designed to strengthen sensemaking, not replace human judgment.
Can Apurva support both qualitative and quantitative insights?
Yes. Apurva is designed to strengthen qualitative understanding by uncovering the deeper why and how behind people’s experiences, motivations, and real-world change, going beyond numbers. It helps you explore stories, patterns, and context that statistics alone often miss. These qualitative insights also guide what should be measured quantitatively, so both approaches work together to create a more complete and meaningful picture.
What languages are supported by Apurva?
Apurva supports most major global languages, with compatibility varying slightly across products. Our aim is broad multilingual access, including support for many widely spoken Indian and international languages.
How can organisations use Apurva?
Organisations can begin by identifying a challenge or use-case. Together, we explore how Apurva’s capabilities can support listening, synthesis, insight generation, or systems understanding.
Prototype:
We co-design a risk-free environment for organisations to test their use-case. This 4–6 week collaborative process, offered at no cost, validates a focused use-case and explores how Apurva can open new pathways for advancing impact.
Scale:
As organisations see value through a prototype, they then scale the model across teams, programs and ecosystems. They may work with an ecosystem partner who provides implementation as a paid service or bring the instance in-house. Apurva.ai itself has no commercial engagement at this stage and continues as a co-journey partner.
To get started, write to us at contact@apurva.ai with your interest or questions.
What is the cost of using Apurva?
We provide a no-cost prototype phase for organisations to test a focused use-case in a risk-free environment. When organisations decide to scale, pricing stays low and is aligned to actual usage. Apurva is purpose-built for the social sector, making it accessible to both small and large organisations.
What resources are needed to use Apurva?
If organisations decide to scale, they don’t need technologists to operate Apurva. It works best when a core team member is responsible for guiding its adoption and growth across programs and ecosystems.
How does Apurva handle data privacy and security?
Apurva hosts your data securely on its own infrastructure, with authentication and access controls in place throughout the prototype phase. As outlined in our Terms of Use, organisations are expected not to include any personally identifiable information (PII) during this stage. All data collected during a prototype is deleted from Apurva’s systems within 30 days of completion.
When you move to scale, the third-party hosting provider offers comparable privacy and security safeguards, ensuring your data remains protected at every step.
For more details, please refer to our Terms of Use.
Who owns the data uploaded to Apurva?
Organisations retain full ownership of all data they upload, as well as any outputs generated through Apurva. Apurva.ai only hosts the data; it does not claim rights over it, reuse it, or repurpose it for training.
Does Apurva use uploaded data to train its model?
No, Apurva does not use uploaded data for model training.
How does Apurva address hallucination and bias?
AI models used by Apurva are focused on knowledge retrieval rather than the generation of new knowledge. The knowledge is retrieved from the organisation’s curated sources; no internet data is used. Furthermore, its capability to trace back to the sources enables organisations to verify the accuracy of the insights.
