FinInsight
Engine-driven intelligence for Indian markets, with zero human commentary
Most market analysis is opinion wearing a chart. FinInsight is the opposite: an automated engine that ingests NSE, BSE, and AMFI data daily and outputs a classified market regime, institutional flow direction, and sector rotation signals, each with a numeric confidence score and a timestamp. No predictions dressed up as certainty, no anonymous "market experts." Just data, scored.
The problem with most market commentary
Open any Indian financial news site and you will find the same pattern: a market move happens, then a writer assigns it a cause after the fact. "Markets fell on profit booking." "Markets rose on positive global cues." These explanations are rarely falsifiable and almost never come with a confidence interval. They read as analysis but function as narrative.
FinInsight was built on the opposite principle. Instead of explaining what already happened, it classifies the current state of the market against a large historical base and assigns a quantified confidence score to that classification. The system does not have an opinion about whether the market will go up or down tomorrow. It tells you, with a number attached, what regime the market is currently in and how unusual or typical that is relative to the last decade.
What FinInsight tracks
Daily Market GPS
A regime classification (trending, range-bound, high-volatility, or transitional) generated daily, with a confidence score derived from comparison against 11+ years of historical price and volume patterns.
FII/DII flow tracking
Daily net Foreign and Domestic Institutional Investor flows, with a 20-day cumulative streak calculation that surfaces sustained directional pressure rather than single-day noise.
Sector rotation detection
Relative strength tracking across every NSE-listed sector, flagging when capital is rotating out of one sector and into another before the move is obvious in headline indices.
11+ years of historical context
Every daily classification is benchmarked against more than a decade of NSE and BSE history, so a "high volatility" flag means something measurable rather than a subjective label.
Data sources
FinInsight does not use third-party aggregators or scraped estimates. Every number traces back to a primary source.
| Source | What it provides |
|---|---|
| NSE (National Stock Exchange) | Daily price, volume, and derivatives data for regime classification |
| BSE (Bombay Stock Exchange) | Cross-validation of price data and historical indices |
| AMFI (Association of Mutual Funds in India) | Domestic mutual fund flow data feeding the DII tracking model |
Why "zero commentary" is the point
Financial media has a structural incentive to produce a story every day, regardless of whether the market did anything statistically significant. FinInsight has no such incentive. On a day where nothing unusual happened, the Market GPS will say exactly that, with a confidence score reflecting how typical the day was. There is no requirement to manufacture a narrative.
This matters for anyone trying to separate signal from noise. A 20-day FII outflow streak is a different kind of information than a single day's headline about "FII selling." One is a sustained, measurable pattern. The other is often just one day of normal market noise reported as if it were news.
Frequently asked questions
What is FinInsight?
FinInsight is an automated market intelligence engine for Indian equity markets. It classifies the current market regime, tracks FII and DII institutional flows, and detects sector rotation daily, using data sourced from NSE, BSE, and AMFI, without publishing opinions or commentary.
What is the FinInsight Market GPS?
Market GPS is FinInsight's daily output: a classification of the current market regime along with a numeric confidence score, generated by comparing current price and flow data against more than a decade of historical patterns.
How does FinInsight track FII and DII flows?
It ingests daily Foreign Institutional Investor and Domestic Institutional Investor net buy/sell data and computes a 20-day cumulative streak to identify sustained directional flow, rather than reacting to single-day movements.
Is FinInsight free to use?
Yes. The dashboard is public-facing at fininsight.in with no login wall required to view market regime data, flow tracking, or sector rotation analysis.
What data sources does FinInsight use?
NSE, BSE, and AMFI directly, backed by more than 11 years of historical market data for pattern matching.