◆ CASE STUDY · 04 — ELIXIR EQUITIES
Trade signals on WhatsApp.
A single WhatsApp interface for retail traders — signals, live tickers, and plain-language analysis. No Telegram noise. No fabricated quotes.
12k+
Daily queries
94%
Query resolution
3×
Faster than support
4 wks
MVP to production

— 01 / THE INTERFACE
One thread. Every market move.
Interactive menus, user profiles, live tickers. The bot never fabricates a price — every quote is grounded against live market data.
EE
Hey 👋 What stock would you like a read on? Try /RELIANCE or /TCS.
show me RELIANCE chart
Pulling live NSE data...
RELIANCE
NSE · Energy · Largecap
● SIGNAL · LONG
₹2,948+38.20 · +1.32%
Support ₹2,890 · Resistance ₹2,985 · RSI 64
what's your view in plain english?
Reliance is breaking above its 50-day MA with rising volume. The energy sector is rotating in. Bias is bullish above ₹2,920 — invalidates below that.
— SOURCE · NSE feed · 14:32 IST
— 02 / LIVE TICKERS
Every quote, grounded.
RELIANCE+1.32%
₹2,948
● LIVE · NSE
TCS+0.84%
₹4,082
● LIVE · NSE
HDFCBANK-0.42%
₹1,672
● LIVE · NSE
INFY+1.05%
₹1,884
● LIVE · NSE
ITC+0.22%
₹ 442
● LIVE · NSE
BAJFINANCE-1.18%
₹7,224
● LIVE · NSE
— 03 / SIGNAL FLOW
From feed to fingertip.
Market Feed
NSE · live ticks
Signal Engine
Pattern · trend
LLM Reasoner
OpenAI · grounded
WhatsApp Push
Twilio · instant
— 04 / WHAT IT DOES
Three jobs. One bot.
Live Tickers
Real-time quotes for any NSE/BSE symbol, on demand, never cached.
Signals & Alerts
Pattern-based signals routed to the user the moment they fire.
Plain-English Q&A
Ask in your own words. The bot grounds every answer in live data.
— 05 / IN PRODUCTION
Live. And growing.
12k+
Daily queries
94%
Resolution rate
3×
Faster than support
4 wks
MVP to live
"Retail traders were drowning in Telegram noise. Elixir gave them one thread that doesn't lie."
— On the bet that made it ship
— 06 / BUILT WITH
The toolkit.
Python
Flask
Gupshup WhatsApp API
Rapid API (market data)
AWS
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