At the World Sustainable Development Summit 2026, Amrita Vishwa Vidyapeetham received the SGP Best Innovator Award under the Global Environment Facility Small Grants Programme.
A Fishing Village at Dawn — and a Different Kind of Innovation
The tide is low.
A group of women stand ankle-deep in brackish water, testing salinity levels with simple tools. A young researcher notes observations. A faculty mentor listens more than she speaks.
No lab coats. No keynote slides. Just community, curiosity, and co-creation.
This is not a pilot project parachuted into a village. It is a living laboratory.
At the World Sustainable Development Summit, Amrita Vishwa Vidyapeetham was conferred the SGP Best Innovator Award under the Global Environment Facility Small Grants Programme.
The honour did not celebrate a single breakthrough device. It recognised a model. A philosophy. A system where women lead marine climate resilience from the ground up.
For CX and EX leaders facing siloed teams, AI gaps, and journey fragmentation, this story is more than climate news. It is a strategy case study in human-centred transformation.
Let’s unpack why.
What Is the Live-in-Labs Model and Why Should CX Leaders Care?
Short answer: It embeds researchers in communities to co-design solutions, ensuring ownership, trust, and sustained outcomes.
At Amrita, sustainability is not studied from a distance. Through its Live-in-Labs programme, students and faculty live in villages for weeks. They observe. They ask. And, they co-create.
Dr Bhavani Rao R, Dean of the School of Social and Behavioural Sciences, describes it as research that listens before it speaks.
That single phrase carries strategic weight.
CX leaders often launch transformation programmes from headquarters. They design journeys in boardrooms. They deploy AI tools without frontline immersion.
Amrita reverses the flow. Insight precedes intervention.
Why Did the SGP Best Innovator Award Matter?
Short answer: SGP Best Innovator Award validates a grassroots-first, women-led climate model that scales through ownership, not funding cycles.
The award was conferred under the GEF Small Grants Programme, a partner initiative involving the Ministry of Environment, Forest and Climate Change, The Energy and Resources Institute, and United Nations Development Programme.
The event was attended by policymakers, including Ms Tanvi Garg, Joint Secretary and GEF Operational Focal Point.
Isabelle Tschan, Deputy Resident Representative of UNDP India, underscored a powerful principle: long-term change happens when communities lead decisions.
For CX teams, replace “communities” with “customers” or “employees.”
The lesson holds.
What Makes This Model Strategically Different?
Short answer: It blends academic research, field execution, and iterative feedback into one integrated system.
Speakers described Amrita as part university, part implementing partner. It researches. It deploys. And, it refines.
This hybrid design eliminates a common failure point: fragmentation between insight and execution.
In enterprise CX, we often see:
- Research teams produce journey maps.
- IT builds systems in isolation.
- Operations struggle with adoption.
- Customers feel inconsistency.
Amrita compresses that loop.
Hybrid Impact Architecture
| Layer | Traditional Model | Amrita Model | CX Equivalent |
|---|---|---|---|
| Insight | Survey-driven | Immersive observation | Journey ethnography |
| Design | Expert-led | Co-created | Co-design workshops |
| Execution | External agency | Embedded teams | Cross-functional pods |
| Scale | Funding-based | Community ownership | Value-based adoption |
The shift is from intervention to inclusion.
How Does Women-Led Climate Action Translate into CX Strategy?
Short answer: It demonstrates that empowerment accelerates resilience and continuity.
Amrita’s skilling model positions women at the frontline of marine ecosystem restoration and sustainable aquaculture. Women’s collectives lead initiatives. They sustain them.
Ownership drives continuity.
In CX terms:
- Empower frontline agents to redesign processes.
- Enable EX-driven feedback loops.
- Shift from compliance to capability.
When women lead coastal climate initiatives, projects survive beyond funding. When employees co-own CX programmes, initiatives survive beyond executive turnover.
What Can CX Leaders Learn About Journey Fragmentation?
Short answer: Immersion eliminates blind spots that dashboards cannot detect.
Dashboards show metrics. Immersion shows context.
Live-in-Labs reveals daily struggles. It uncovers invisible friction points. It captures emotional undercurrents.
CXQuest has long emphasised that journey fragmentation begins with distance from reality.
Consider this contrast:
- AI predicts churn.
- Immersion reveals why trust erodes.
Both matter. Only one builds empathy.
Amrita integrates data and lived experience. That is advanced maturity.
Where Research Meets Reality: A Framework for CX Teams
Let’s translate Amrita’s model into a practical CX transformation framework.
The Compassion-to-Scale Framework
1. Immerse Before You Instrument
Spend time with customers or employees before deploying tools.
2. Co-Design, Don’t Prescribe
Invite frontline voices into solution design.
3. Pilot in Context, Not in Isolation
Test solutions where friction exists.
4. Measure Ownership, Not Just Output
Track adoption, advocacy, and continuity.
5. Institutionalise Feedback Loops
Refine models through real-world input.
This mirrors how Amrita tests marine restoration approaches, refines sustainable aquaculture practices, and adapts through community learning.
Is This a Shift from Scale to Depth?
Short answer: Yes. Impact is now measured by sustained ownership, not numeric reach.
For decades, development measured beneficiaries reached. Today, it measures whether communities continue work independently.
In CX, vanity metrics still dominate:
- Tickets closed.
- NPS spikes.
- AI containment rates.
But sustainable transformation asks:
- Do customers feel heard?
- Do employees trust the system?
- Does the change persist without constant intervention?
Depth beats volume.
Common Pitfalls CX Leaders Must Avoid
Drawing from both climate programmes and enterprise transformation:
1. Solutionism Without Listening
Deploying AI before mapping emotional journeys.
2. Siloed Execution
Separating insight from operations.
3. Funding-Dependent Impact
Relying on executive sponsorship without cultural embedding.
4. Short-Term KPIs
Optimising quarterly metrics over long-term trust.
Amrita’s recognition highlights continuity. That continuity stems from participation.
How Does This Strengthen E-E-A-T in Institutional Strategy?
Short answer: By demonstrating experience, expertise, authority, and trustworthiness through field validation.
Amrita’s model integrates:
- Academic expertise.
- Field-tested solutions.
- Policy engagement.
- Global validation.
It bridges grassroots wisdom and policy discourse.
CX leaders can mirror this by:
- Publishing field-backed case studies.
- Building internal knowledge hubs.
- Sharing outcome narratives beyond metrics.
Authority grows when insight meets evidence.
Key Insights for CX/EX Leaders
- Compassion is strategic. Listening reduces failure risk.
- Hybrid models outperform siloed teams.
- Ownership drives sustainability.
- Immersion reveals hidden friction.
- Empowerment scales faster than enforcement.
These insights apply whether restoring coral ecosystems or redesigning omnichannel journeys.
FAQ: What CX Leaders Are Asking
How can immersive research scale in large enterprises?
Embed rotating cross-functional teams into frontline environments quarterly. Institutionalise field immersion as leadership practice.
Can AI coexist with human-centred models?
Yes. Use AI for pattern detection. Use immersion for meaning-making. Combine predictive analytics with contextual empathy.
How do we measure ownership?
Track behavioural indicators: repeat participation, peer advocacy, process adherence without reminders.
What is the ROI of co-design?
Higher adoption, reduced rework, stronger trust metrics, and longer solution lifecycle.
How does women-led innovation improve resilience?
Diverse leadership strengthens decision quality and ensures continuity within community networks.
Action Points
- Lead with real-world narrative hooks.
- Front-load clear definitions.
- Use question-based headers.
- Keep answers concise before depth.
- Embed structured frameworks.
- Provide scannable insights.
This structure mirrors how users search and how AI snippets surface content.
Actionable Takeaways for CX Professionals
- Conduct one immersive field visit within 30 days.
- Map one journey through co-design workshops.
- Replace one vanity metric with an ownership metric.
- Create a hybrid CX pod combining research, IT, and operations.
- Pilot solutions in high-friction environments first.
- Build quarterly feedback loops into governance.
- Publish internal case studies grounded in lived experience.
- Shift transformation narratives from scale to depth.
The SGP Best Innovator Award recognises more than a university.
It recognises a mindset.
In a world chasing automation, speed, and optimisation, the most powerful innovation may still be this:
Step outside the campus.
Step outside the dashboard.
Listen before you lead.
