Top-tier market intelligence, South Asia entry strategy, and data infrastructure for companies that can't afford to get India wrong. AI-native delivery. 60% of the cost. None of the lag.
Most international companies enter India with a framework built for Western markets. It fails. Not because the idea was wrong — because India doesn't work the way the model assumes. Regulators move differently. Data is incomplete. Competitive landscapes shift before a report is finished. We exist to close that gap — with research built from the ground up for how India actually works.
You need intelligence that reflects the real India — not a model built in London or New York and applied here. We provide on-ground market entry research, regulatory mapping, and competitive intelligence from a team that lives and understands this market.
When your engagement needs India intelligence your team doesn't have, we become your bench. Complete discretion from day one. Delivered to your specification, indistinguishable from in-house research. Global strategy consulting firms have relied on our founder's work — and so can you.
Every engagement is built from the ground up for AI-accelerated delivery. Not AI bolted onto a traditional workflow — AI as the core of how research is gathered, synthesised, and stress-tested. The result: 60–70% of the cost of a legacy research firm, with zero compromise on output standard.
Every engagement starts with diagnosis, not assumptions. We tell you what the data says — including when it contradicts what you were hoping to hear.
Primary and secondary research on Indian markets, sectors, competitors, and regulatory environments. Delivered in 2–3 weeks. Built to the standard a Tier-1 consulting firm demanded of us — and kept demanding, across five separate mandates.
Market entry frameworks, competitive positioning, and location intelligence for international companies expanding into India and South Asia. On-ground expertise, regulatory clarity, and a strategy built for how this market actually responds — not how a Western model assumes it does.
Navigate India's regulatory and compliance landscape before you commit capital. From data governance frameworks to institutional compliance mapping — we identify what you need to know, what it means operationally, and where the real risk sits.
Boutique consulting and advisory firms use us as their India research bench. Fully discreet. Delivered to your specification, on your timeline, under your brand. You manage the client. We deliver the intelligence. Your client never knows the difference.
We start with diagnosis — not assumptions. A rigorous audit of existing data, processes, and institutional realities before any strategic recommendation is made. We tell you what the data says, not what you want to hear.
Every framework, every recommendation is stress-tested against real market constraints — not borrowed templates from different geographies. We build for how India actually operates, not for how a model assumes it should.
We don't hand you a report and disappear. We stay accountable to outcomes — monitoring, refining, and pushing until the strategy is embedded in how your organisation actually works.
Our AI-native approach is how we deliver Big Four depth at a fraction of Big Four cost — and how we make our clients permanently more capable, not permanently dependent on us.
Served as an ongoing research partner across five distinct mandates: weekly and quarterly sector intelligence on the Indian cement industry; primary field research on the EV market across the NCR region; secondary research on global consolidation of the air conditioning industry across multiple decades; secondary research on automation trends in the Spanish bakery industry; and a district-level data collection and management project for a public sector institution (details restricted). Five research types. Zero revision requests.
Supported PropertyFinder.ae's regional expansion across the MENA market with two parallel work streams: competitive landscape mapping across multiple geographies, and a comprehensive data cleansing and enrichment programme for their location database — including adding and standardising geographic coordinates for sub-regional areas across target markets. Work was delivered directly into the platform's live data infrastructure ahead of new market launches.
Designed a comprehensive digital infrastructure and compliance framework for a state-level institution — covering governance architecture, audit readiness, and a phased digital transformation roadmap. The engagement required mapping India's institutional compliance requirements from first principles and translating them into an executable framework the institution could own and operate independently.
Swadhyay was built on a single observation: the best India intelligence doesn't come from firms that visit India. It comes from someone who understands how India actually moves — its institutions, its regulators, its market rhythms. That's not something you can import.
With a track record spanning five distinct research mandates for a global Tier-1 consulting firm, market entry and data infrastructure work for PropertyFinder.ae across the MENA region, and regulatory frameworks for Indian public institutions, Swadhyay brings something no volume research operation can offer: a principal who works every engagement personally, to the standard the best clients in the world have already validated.
We tell you what the data says. Not what you want to hear. If we can't help, we'll tell you who can.
Entry frameworks built for Western markets fail in India not from bad strategy — but from a wrong mental model of how this market moves. Here is where the gap consistently appears, and how to close it before you commit capital.
Not all offshore research is equal. The questions you need answered before you hand over a brief — and the signals that separate a genuine research partner from a report-generating operation.
Western entry frameworks fail in India not because the strategy was wrong — but because the mental model of how India moves was never right to begin with. Here is how to rebuild it from first principles.
When your engagement needs India intelligence your team doesn't have, we become the bench. Complete discretion from day one. Delivered to your specification, on your timeline, indistinguishable from in-house research. You manage the client relationship. We deliver the intelligence. Our founder has spent years delivering research that global top-tier strategy firms relied on — we can discuss what that looks like for your firm.
Sector-deep primary and secondary research calibrated to the standard required for Tier-1 consulting deliverables. We understand what "good enough" is not.
Structured data verification, competitive database refinement, and location intelligence — for engagements where accuracy is the product.
White-label research and analytical support for strategy and advisory engagements. Delivered confidentially, on your timeline, to your specification.
We work with a selective number of clients so the quality holds. If you need India intelligence you can actually build decisions on — not another report that sits on a shelf — let's talk.
Tell us about your challenge. If we can help, we'll tell you exactly how. If we can't, we'll point you to someone who can. No pitch, no pressure.
We respond within 24 hours, typically sooner.