AI-Powered Market Intelligence

Read the market
before it prints.

Dhakua Research fuses AI-based stock predictions, technical momentum, Weinstein stage analysis and institutional accumulation into a single verdict on every stock — across Indian and US equities. Built as a production system, not a notebook.

Checking market hours…
4+
Models ensembled
2
Markets · IN & US
66+
Factors per name
180d
Forecast horizon
The intelligence stack

From raw ticks to a single, defensible verdict.

Every score you see is the output of a disciplined pipeline — the same data flowing through the same models, retrained on schedule, so today's signal is comparable to last quarter's.

01Market data

Daily and weekly OHLCV, delivery volume, fundamentals and institutional flows for India and the US.

02Feature engineering

37 technical and 29 fundamental factors, plus Weinstein and accumulation features, built per symbol.

03AI ensemble models

XGBoost, Prophet and a deep autoencoder — tuned per stock and retrained on a schedule.

04Signals & scores

Momentum, stage, accumulation and ensemble outputs fused into one call with a confidence band.

05Actions

Screeners, factor strategies, alerts and risk-managed execution — paper or live.

What's inside

Nine engines, one terminal.

Each module answers one question well. Together they tell you what to buy, when, and why.

AI-based Stock Predictions

An AI ensemble — XGBoost, Prophet and a deep autoencoder — votes on every stock: a BUY / HOLD / SELL call, a price forecast and a confidence band across 60, 90 and 180-day horizons.

AI · XGBoost · Prophet

Technical Momentum

A leading and a lagging momentum score, side by side — so you catch acceleration building before the trend confirms it on the chart.

TMS · leading + lagging

Weinstein Stage Analysis

Every name classified Stage 1–4 on the weekly chart, with Mansfield relative strength and a 30-week slope — basing, advancing, topping or declining, at a glance.

Stage 1–4 · weekly

Institutional Accumulation

Reads delivery volume, bulk and block deals and FII/DII flows to flag where large money is quietly accumulating — often before price moves.

IAS · smart-money

Strategy Builder

Compose factor strategies — momentum, quality, value, ML signals — preview the portfolio, backtest it, then run it in paper or live.

Factors · backtest

Causal Cascade

A macro event map. When crude spikes or the dollar moves, the effect propagates through sector and supplier links to the holdings actually exposed.

Macro · propagation

Advanced Charting

A full charting terminal with proprietary overlays — momentum, accumulation and stage scores rendered candle by candle, daily and weekly.

KLineChart · overlays

Universe Screener

Screen the whole market on fundamentals, momentum, stage and accumulation in one query — with saved presets and one-click watchlists.

Multi-factor · presets

Risk & Options

Value-at-risk, concentration limits, and an options engine that sizes, adjusts and manages positions behind hard safety caps.

VaR · options auto
Coverage & cadence

Two markets, refreshed every close.

IN + US
NSE, BSE & US equities under one lens
Daily
Signals recomputed end-of-day, every session
4 models
XGBoost · Prophet · Autoencoder · HMM regime
3 horizons
60 / 90 / 180-day forecasts per name
Step onto the terminal

The full picture is one click away.

Open the live charting terminal and see the signals, scores and stage calls on any stock you follow.

Open the platform