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Research That Gets Cited.
Primary data from our own surveys and live client engagements — business models, transformation economics, AI adoption and digital commerce. Published, and cited in academic work worldwide.
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100
+
papers and analyses
14
+
academic citations
7
+
countries citing
2007
publishing since
Published on Zenodo and ResearchGate · covered by Economic Times, BusinessWorld, EFE
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Why Most Businesses Talk AI But Can’t Run AI Agents
Why Most Businesses Talk AI But Can’t Run AI Agents 62% of Companies Talk AI. 11% Actually Run Agents. That Gap Is the 2026 Moat. Leadership teams have never sounded…
Only 11% of Companies Have Put AI Agents Into Production. Adoption Was Never the Hard Part.
AI agent adoption has reached 71% of organizations, but only 11% of agentic AI use cases have reached production. Chitrangana explains why orchestration, not AI skill, now decides who executes…
Beyond the Dark Store: Why Quick Commerce’s Next Move Will Reclaim the High Street
Posted on August 13, 2026
Dark-store profitability in India is real, but it’s narrower than the headlines suggest — concentrated in a handful of mature, high-density stores. That narrower proof is still enough to fund the next move: China’s Hema
Decoupling AI Intelligence: How Enterprises Can Use Cloud AI Without Trusting It
Posted on August 8, 2026
Cloud AI can see your sensitive data and change its behaviour without warning. New Chitrangana research shows an architecture that solves both — cutting AI cost by 67% while keeping identity and control inside the
India’s Quick Commerce Platforms Are Charging Record Margins. They’re Still Losing Money on Every Order.
Posted on August 3, 2026
Quick commerce platforms are charging Indian brands record margins and still losing money on every order. Chitrangana on what that contradiction is really costing brands, riders, and small retailers.
AI in Ecommerce: How Artificial Intelligence Is Changing Online Retail
Posted on July 31, 2026
AI in ecommerce explained without the hype: the shift from conversational chat tools to autonomous agents, where machine learning drives real return, and why execution is the new retail moat.How Indian Ecommerce Startups Can Avoid Failure in 2026
Posted on July 17, 2026
How Indian ecommerce startups can avoid failure in 2026 — a practical playbook on retention, capital discipline, and AI, built on our original research.
Artificial Intelligence in Ecommerce: Real Examples from Indian D2C Brands
Posted on July 17, 2026
Real ai in ecommerce examples from Indian D2C brands, organised by category — beauty, WhatsApp commerce, perishables, apparel, and catalogue content.
India’s Traditional Retail Has Until 2030 To Transform. The Ones That Don’t Will Not Survive.
Posted on July 14, 2026
Why India’s small stores face a turning point: rising digital buying, higher costs, and changing shopper habits are redrawing the retail map.
Agentic Commerce Architecture: How AI Agents Will Buy From Your Business by 2030
Posted on July 2, 2026
AI agents will compare and buy for shoppers, so your catalog must become machine-selectable. AI commerce consulting can align pricing, data, and trust signals.
AI Commerce: How Artificial Intelligence Is Transforming the Future of Online Retail
Posted on June 27, 2026
AI commerce helps retailers predict intent, personalize at scale, and cut returns with machine-readable catalogs and AI-driven workflows.The Next Big Thing: Why Indian Sellers Should Be at the Forefront of the D2C Cross-Border Ecommerce Boom
Posted on January 30, 2026
Indian sellers can protect margins and build loyal global buyers by owning customer data, brand control, and repeat sales through ecommerce consulting.
How AI is Quietly Reshaping Sustainable Packaging — And Why It Matters Now More Than Ever
Posted on July 31, 2025
AI is moving into packaging design, helping brands cut waste and build smarter materials under growing climate pressure.
TokenOps: Optimizing Token Usage in LLM API Applications via Pre- and Post-Processing Layers
Posted on April 24, 2025
How extra text around each model call drives cost, latency, and energy use in enterprise AI systems.
Ambient Commerce: India’s Leap from Screen to Scene in AI-Driven Retail
Posted on April 22, 2025
AI is moving shopping beyond apps and search bars, turning everyday devices into retail touchpoints. It reveals how context can drive buying before a customer types.
The Backend Battleground: Why D2C Growth Now Belongs to Operations, Not Marketing
Posted on April 20, 2025
As ad costs rise, D2C brands are being judged more by delivery than by ads. The article explains why backend operations now shape growth.The Digital Workshift: Agentic AI and the End of Top-Down Leadership
Posted on April 19, 2025
Agentic AI gives teams autonomy to execute complex workflows, freeing leaders to focus on strategy, resilience and faster decisions.
