Ashoka University Conclave Highlights Need to Turn Academic Research Into Technology and Products
India has become one of the world’s largest producers of science and engineering research, but the country’s next major challenge is converting more university and laboratory discoveries into technologies, products, companies and real-world solutions, NITI Aayog member Abhay Karandikar said at Ashoka University’s Research X Impact Conclave 2026.
The conclave, organised by Ashoka University’s Research and Development Office in collaboration with the Anusandhan National Research Foundation, brought together researchers, university leaders, policymakers and innovation stakeholders at the university’s Sonipat campus on September 9.
The event focused on one of the most important questions in Indian higher education: how can research move beyond publication and create measurable economic or social impact?
That question is becoming increasingly significant as India expands public funding for science, artificial intelligence, semiconductors, biotechnology, clean energy and deep technology.
Ashoka University Research X Impact Conclave 2026: Key Details
| Event | Research X Impact Conclave 2026 |
| Date | September 9, 2026 |
| Venue | Ashoka University, Sonipat |
| Organisers | Ashoka University RDO and ANRF |
| Key Theme | Moving research from knowledge to societal and economic impact |
| Guest of Honour | Prof. Abhay Karandikar, Member, NITI Aayog |
India Is Strong in Research Publications, but Translation Remains a Challenge
Karandikar highlighted a central contradiction in India’s research ecosystem.
The country has grown strongly in scientific publications, yet comparatively fewer academic discoveries become:
- Commercial technologies
- Products
- Startups
- Industrial systems
- Large-scale public solutions
The challenge is therefore no longer only to produce more research papers.
India also needs stronger pathways that take promising research through engineering, validation, intellectual property, financing and adoption.
Why Research Publications Alone Are Not Enough
Academic publications are essential because they establish new knowledge.
But a paper describing an important discovery does not automatically become a usable technology.
Between research and a commercial product are several stages, including:
- Prototype development
- Testing
- Engineering
- Regulatory approvals
- Intellectual property management
- Manufacturing
- Market validation
- Financing
Many promising projects fail in this middle stage.
India Needs a Stronger Corporate R&D Ecosystem
Karandikar identified limited private-sector research and development engagement as one of the reasons academic discoveries do not always reach the market.
Universities can produce fundamental research, but private companies can provide capabilities in:
- Engineering
- Scale-up
- Product development
- Manufacturing
- Distribution
Stronger university-industry relationships can therefore shorten the distance between discovery and deployment.
What Is Translational Research?
Translational research takes knowledge produced through fundamental research and moves it toward practical application.
A simplified pathway looks like this:
| Stage | Example |
| Basic Research | Discovery of a new material or scientific principle |
| Applied Research | Testing whether it can solve a practical problem |
| Prototype | Building an early working system |
| Validation | Testing performance, safety and reliability |
| Commercialisation | Turning the technology into a product or service |
| Scale | Deployment across industry or society |
Why India Needs Better Lab-to-Market Pathways
Countries that convert research into products can build stronger domestic technology industries.
This can reduce dependence on imported technologies in areas such as:
- Semiconductors
- Medical devices
- Defence
- Energy technology
- Industrial automation
- Artificial intelligence
Karandikar Identified Three Major Development Challenges
During the conclave, Karandikar grouped major science-and-technology challenges into three broad areas.
These included sustainability and fragility, resource constraints and improvements in quality of life.
The second category includes shortages involving:
- Food
- Water
- Materials
The third includes challenges involving:
- Transportation
- Housing
- Pollution
- Affordable health care
Research Should Solve Problems People Actually Experience
This framing changes the way universities can think about impact.
A project does not need to become a billion-dollar startup to be valuable.
Research can create impact by:
- Reducing pollution
- Improving crop productivity
- Making medical diagnostics cheaper
- Improving public transportation
- Reducing water waste
- Improving housing materials
ANRF Wants Stronger Research-to-Impact Connections
ANRF CEO Shivkumar Kalyanaraman emphasized that deep technology depends on deep science.
His broader message was that India needs an ecosystem capable of moving through a chain from:
Deep science → deep technology → entrepreneurship → impact.
That chain requires universities, entrepreneurs, industry, investors and government to interact rather than work in isolation.
Research Collaboration Is Not Optional
Modern scientific problems are often too complex for one laboratory.
For example, developing a medical diagnostic device might require expertise in:
- Biology
- Engineering
- Software
- Regulation
- Manufacturing
Cross-disciplinary teams can therefore become essential.
Ashoka University Wants to Expand Its Research Role
Ashoka University has historically been widely associated with undergraduate liberal arts education.
Its leadership is now emphasizing the expansion of science and research capacity.
The university says it has developed infrastructure involving areas such as:
- High-end imaging
- Spatial genomics
- Scientific research facilities
Ashoka Sees Itself at an Inflection Point
University leaders at the conclave described Ashoka as being at an early but significant stage of expanding its science and research footprint.
The institution expects its science infrastructure and faculty strength to increase further.
ANRF Grantee Pitches Put Researchers in the Spotlight
One component of the conclave allowed ANRF-funded researchers to present their work.
Research pitches can serve several purposes.
They help scientists explain:
- What problem they are solving
- Why the research matters
- What stage the work has reached
- What partnerships could help
Scientists Need Communication Skills Too
A technically excellent researcher may struggle to explain a project outside a narrow academic discipline.
This can reduce opportunities for:
- Funding
- Industry partnerships
- Policy adoption
- Public understanding
SARAL AI Workshop Explored AI in Research Communication
The conclave also included a hands-on session on SARAL AI led by Prof. Ponnurangam Kumaraguru, Visiting Scientist at ANRF.
AI tools can potentially assist researchers in areas such as:
- Communication
- Summarisation
- Knowledge discovery
- Literature analysis
AI Cannot Replace Research Integrity
Researchers using generative AI must still verify:
- References
- Data
- Claims
- Methodology
- Attribution
AI-generated scientific errors can be particularly damaging because they may appear convincing.
Lab-to-Market Commercialisation Was a Dedicated Session
The conclave included a session titled Science to Commercialisation: From Lab to Market, led by Venture Center Founder-Director Premnath Venugopal.
The session examined how:
- Incubation
- Entrepreneurship
- Product development
- Commercial strategy
can help research move beyond the laboratory.
Universities Need Technology Transfer Offices
Researchers often need help with:
- Patents
- Licensing
- Contracts
- Industry negotiations
- Startup creation
Strong research offices and technology-transfer units can provide that support.
Patents Are Useful but Not the Final Goal
A university may celebrate a large patent portfolio.
But a patent that is never licensed, manufactured or used may create limited real-world impact.
Useful metrics can also include:
- Licensing revenue
- Products launched
- Companies created
- Lives improved
- Industrial adoption
Deep-Tech Startups Need More Time Than Software Startups
A software product can sometimes be launched quickly.
Deep-tech innovations involving hardware, biotechnology or materials can require years of:
- Testing
- Capital
- Certification
- Manufacturing development
Funding systems need to recognize these longer timelines.
Universities Can Produce Founders, Not Just Employees
If researchers receive entrepreneurship support, some may create companies based on university intellectual property.
This can expand the role of higher education from workforce preparation to technology creation.
Students Can Benefit From Strong Research Ecosystems
Research-intensive universities can give students opportunities to participate in:
- Labs
- Faculty projects
- Startups
- Internships
- Innovation competitions
Undergraduates Can Enter Research Earlier
Research does not have to begin during a PhD.
Undergraduate students can build valuable experience by assisting with:
- Experiments
- Data analysis
- Literature reviews
- Software development
Industry-Academia Partnerships Need Two-Way Communication
Universities need to understand industry problems.
Companies need to understand what research universities can actually provide.
Effective partnerships require continuous interaction rather than one annual conference.
Industry Funding Can Help Research Reach Scale
Public funding is essential for basic science.
Private funding can become especially important as projects move toward:
- Engineering validation
- Pilot manufacturing
- Product testing
- Market entry
Viksit Bharat Will Require Technology Creation
India’s ambition to become a developed economy cannot rely only on importing advanced technologies.
Domestic research institutions need to participate more strongly in creating:
- Intellectual property
- Industrial technology
- Scientific companies
- Public innovations
Research Rankings Are Not Enough
Universities often measure research using:
- Publication count
- Citations
- Journal impact
Those metrics remain important, but impact-oriented ecosystems also ask:
- Did the research solve a problem?
- Did industry adopt it?
- Did it influence policy?
- Did it create a product?
Final Takeaway
Ashoka University’s Research X Impact Conclave 2026 placed the research-to-product challenge at the centre of India’s innovation debate.
NITI Aayog member Abhay Karandikar said India has become a major global producer of science and engineering publications, but needs a stronger ecosystem capable of turning academic research into commercial technologies and deployable products.
The conclave also emphasized private-sector R&D, deep-tech entrepreneurship, industry-academia collaboration, research communication and stronger pathways from laboratories to markets.
For Indian universities, the message is increasingly clear: producing knowledge remains fundamental, but the next stage of research excellence will also be judged by what that knowledge ultimately enables society and industry to build.
