
Telegram assistants
Where the engine was born: assistants for retail investors
Between 2021 and 2023 we shipped Telegram assistants for investors in Moscow and Jakarta. They are no longer developed, but they show what the engine does in a chat, and their flows can be reused as lead magnets in your funnel.


What is Telegram assistants?
DIVID.AI's Telegram assistants are the company's first products, built between 2021 and 2023. DIVID AI Bot audited a portfolio from percentage weights and suggested rebalancing; DIVID Assist Bot evaluated any IDX stock with a one-year return range and a crisis-loss figure. Every number came from the simulation engine, not from a language model.
DIVID AI Bot
Portfolio audit by weights, no amounts required. Potential yearly return range and loss at a chosen risk level; rebalancing to increase profitability; favourite and black-listed stocks; a weekly risk alarm. MOEX, NASDAQ and IDX; English, Russian, Bahasa Indonesia.
DIVID Assist Bot
Type a ticker or a company name and get a one-year return range, a crisis-loss figure, a verdict and similar lower-risk picks, plus a hand-off to a human adviser. Built for Indonesian investors.
Funnel bot
A short course on risk that ends in the assistant, an acquisition funnel that leads straight to it.
How it works
How Assistants works, step by step
- 01
Ask
A ticker, a company name or a portfolio in percentage weights.
- 02
Simulate
The same engine: return range for a year, loss in a crisis, verdict.
- 03
Act
Rebalance advice, similar lower-risk picks, or a hand-off to a human adviser.
What you get
Assistants features
No language model
Every number came from the simulation engine.
Weekly risk alarm
Rebalance advice pushed on Sundays.
Human hand-off
A consultation request answered by an adviser from the admin panel.
Three markets, three languages
MOEX, NASDAQ, IDX; EN, RU, ID.
Screens
Assistants screens



Facts, not promises
Assistants today: status and coverage
- Status: legacy; source available for integration into your own bot or app.
- No language model was used: every number came from the simulation engine.
Engine
The engine behind Assistants
- 01
Market data
IDX · MOEX · NASDAQ · FX · funds
- 02
Scenario simulation
block bootstrap · crisis windows
- 03
Risk-constrained optimisation
VaR limit · class caps
- 04
Goals & probabilities
per goal · per lever
- 05
AI explanation
EN · ID · RU · facts only
FAQ
Assistants FAQ
Can we launch the bots for our clients?
The bots are reference implementations. The same flows are available in Workspace and through the Engine API.