Night cycle
Right after the close the algorithm processes the daily cut across thousands of stocks, normalizes and checks every row, appends the candles and saves a new version of the data.
How AlgoInvesting works
The whole platform on one live map
The server sits in the middle, surrounded by terminal modules, algorithmic computations, data storage, Telegram and everyone who uses AlgoInvesting. Particles show what flows where right now. Scroll or pinch to zoom, drag to move, tap a node to see its links.
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What happens in a day
Daily summary to the channel
The summary with the sector map becomes a 12-second clip, the admin reviews it, and the post goes to the channel.
Morning Algo ratings run
Before the open the algorithm recomputes factor ratings for about 4,000 stocks, and the terminal shows them right away.
Entry signal
The live price passes through the signal algorithm, the signal goes to the archive, the renderer draws the chart, and a message with the picture goes to subscribers.
A subscriber logs in
The request passes the secure gateway, login is confirmed via Telegram, and the subscriber gets their own space.
A subscriber opens a chart
Protection lets the request through, the chart is assembled from price history and comes back in a fraction of a second.
A stop is hit
The live price reaches the stop monitor, and it closes the position with no human involved.
News in your language
A headline from the feed goes to the AI model for translation and returns to the terminal translated.
A company report
A fresh company report, a short AI summary, and the stock page already shows what matters.
Slides and the call
Report slides are turned into images, the call recording plays in a player, with the full transcript beside it.
Materials index
At night the algorithm collects reports, releases and materials for thousands of companies in advance.
“Market now” to the channel
The day cycle starts the post: market moves become a clip and go to the channel.
A ticker card in Telegram
“@AlgoInv_Bot NVDA” in any chat: the bot draws a card and refreshes it every 2 minutes until the close.
Self-healing
If the night run was interrupted, the system retries it by itself and tells the admin how it ended.
A search engine on a stock page
The search engine learns about a new page right away, comes through the gateway and gets the page built from the daily market snapshot.
The iPhone widget
The widget gets equity and the intraday curve in one response through the secure gateway.
Getting a subscription
The plan request reaches the admin, one button approves it, and access opens.
Server pulse
The recorder logs load, memory and network, and the admin panel shows them in real time.
Every part of the platform as a list
Server
- AlgoInvesting server
- One server runs it all: the terminal, the public website, the phone version, the widget and the bots. More than a hundred endpoints and dozens of background processes work around the clock.
Access and security
- Access protection
- Every request is checked: a guest sees the public site, a subscriber sees their own terminal, and service sections are not reachable from outside at all.
- Accounts and plans
- Login via Telegram, subscription, a private folder for every subscriber, a device limit.
- Load limits
- Limits how often requests come in so the terminal stays fast for everyone.
- Page acceleration
- Page code is cached for a year, and heavy responses are not downloaded again unless they changed.
- Design system
- Shared styles, icons, fonts and the navigation bar on every screen.
- Languages
- The terminal in Russian and English, the public site in Uzbek as well.
- View settings
- The look of charts and mini charts is saved separately for every subscriber.
- Site analytics
- Counts visits and popular sections to improve the terminal. IP addresses are not stored.
Market data
- Market data engine
- A multi-level cache: memory, disk, provider. Candles, minute bars, a snapshot of the whole market in one request. Recovers by itself after a network failure.
- Source control
- Makes sure data keeps flowing and switches back by itself after a failure.
- Live stream
- Keeps today's candle and updates it on the chart every couple of seconds.
- Real-time quotes
- Prices for the whole market with no delay on every screen. On failure it switches to a backup source by itself.
- Data gateway
- A single request queue to the provider: a steady pace, pauses under load, an error log.
- Intraday
- Intraday timeframes, New York time.
- Earnings calendar
- Dates of past and upcoming reports, merged from several sources.
Terminal screens
- Chart
- Five panes, earnings marks, the EPS line, the forecast, a log scale.
- Indicators
- RSI, MACD, Bollinger and others are computed right in the browser.
- Market
- Market breadth, the sector map, the day's movers, the earnings calendar, bond yields.
- Screener
- A scan of the whole market across hundreds of fields, presets, a grid of mini charts, a portfolio manager.
- Ticker home
- Ratings, the company profile, financial reports, quarterly materials, the news background.
- News
- A news feed with translated headlines and an article reader.
- News layers
- Per-stock sentiment, material events, insider trades, the macro calendar.
- Financial reports
- Quarterly and annual reports, key figures, a short AI summary, PDF.
- Quarter materials
- Report slides, the surprise against consensus, the call recording with a player and the full transcript.
- Algo ratings
- Factor ratings of stocks, ready-made lists of the strongest names and fresh upgrades.
- EPS charge algorithm
- Every day it ranks the whole market by the strength of earnings growth. Our own calculation.
- Company card
- A panel next to the chart: annual figures, the industry group, fund holders.
- Portfolios
- Trades from the computer and phone, lots, broker-style accounting, reconciliation with the statement.
- Stop monitor
- Executes stops on the live price around the clock.
- Signal algorithm
- Once a minute it checks the whole market against our entry rule with weekly filters. The yearly plan adds your own rules.
- Chart snapshot
- Draws the real terminal chart for every signal.
- Telegram delivery
- Signals, personal notifications and service messages at a steady pace.
- Phone version
- A separate touch interface: mini charts, the screener, the portfolio, trades.
- Widget data
- Everything for the iPhone widget in one response: equity, P&L, the intraday curve, premarket.
- Admin panel
- The status of every system on one screen.
- Server monitoring
- Server load, memory and network in real time.
Automation
- Night cycle
- Runs the night and morning computations in the right order and saves the result.
- Ratings run
- Before the open it refreshes the ratings, with a rollback if anything goes wrong.
- Self-healing
- Once a minute it checks every automatic job and retries failed ones by itself.
- Night materials index
- Collects reports, releases, slides and calls in advance so a stock page opens instantly.
- Moderation
- Subscriptions and posts are approved with a single button.
- Logos
- Company logos for the terminal and the channel.
Channel
- Autoposts
- The daily summary, earnings, the week's leaders. An admin reviews every post.
- Post of the day
- The algorithm picks four stocks of the day by score and writes a breakdown.
- Market now · 11:00
- A snapshot of the market mid-session.
- What moves the market · 13:00
- The main themes of the day in two versions.
- Leaders of the week
- Three clips: the leaders' race and two carousels.
- Clips
- Animations for posts and our own emoji set.
Public website
- Landing page
- A tour of the terminal; the screenshots are refreshed every month.
- Plans and account
- Choosing a plan, the personal account, your own signals.
- Documents
- Terms, privacy, contacts.
- Stock pages
- Price, trend and earnings for thousands of stocks — open to everyone.
- Link previews
- A good-looking preview when a link is shared in chats.
- Ideas and movers
- Stock ideas, the day's earnings, “why it's moving”.
- Calculators and funds
- Position calculators, fund and stock comparisons.
- Learning
- A wiki and a glossary of 109 terms.
- Market snapshot
- A daily cut of liquid stocks for every public page, ⌘K search.
- For search engines
- A sitemap and instant notice to search engines about new pages.
- What's new
- The platform's release log.
- Mini App and cards
- A live chart inside Telegram and ticker cards in any chat.
Algorithmic computations
- Market data processing
- The night algorithm processes the daily cut across thousands of stocks.
- 149 computed fields
- Bases and pivots, the strength line, returns, margins, funds for every stock.
- Quarterly model
- Earnings and revenue over six years for ~6,200 companies.
- Company cards
- Batch assembly of company cards in a single night.
- Normalization and checks
- Brings data to one format and checks every row before writing it.
- Daily candles
- Appends the daily candles for the whole market.
- Algo ratings computation
- Every morning before the open it refreshes factor ratings across the whole list.
- Factor model
- Valuation, growth, profitability, momentum — dozens of metrics per stock.
- Consensus history
- Rebuilds six years of earnings forecast history.
- Recorder
- Records the server's state every minute, even while the server restarts.
- Deep history
- Stitching a long price history with calibration.
- Table recognition
- Turning tables in images into numbers.
Data storage
- Daily ratings
- A ratings series for every stock for every trading day.
- OHLCV candles
- The price history every chart is built on.
- Extended fields
- A daily cut of every screener field.
- Snapshot archive
- Every daily cut of the market.
- Quarters
- Companies' quarterly history.
- Cards
- A snapshot of every company's card.
- Algo ratings
- Ratings history for ~4,800 stocks with backup snapshots.
- Factors and forecasts
- Factor metrics and the history of earnings forecasts.
- Portfolios and lists
- Portfolios, watchlists and chart drawings.
- Subscriber data
- Every subscriber's lists, portfolios and settings, kept separately.
- Signal archive
- Every signal since launch.
- History cache
- Candles and minute bars so charts open instantly.
- Screen caches
- Precomputed results so screens open right away.
- Materials caches
- Reports, slides, calls and translations.
- Logs
- Per-minute server records and counters.
Data providers
- Exchange history
- Historical prices and intraday data.
- Trade stream
- A live stream for the current candle.
- Quotes and news
- Real-time prices and the news feed.
- Fundamental data
- Ratings, quarterly figures, company cards.
- Factor data
- Metrics, forecasts, earnings materials.
- Company materials
- Presentations and earnings call recordings.
- Regulatory filings
- Quarterly and annual reports, material events, insider trades.
- Calendar and releases
- Report dates and company press releases.
- Call transcripts
- Full transcripts of earnings calls.
- Backup source
- A fallback channel for call transcripts.
- Macroeconomics
- The calendar of macro data and rate decisions.
- Bonds
- Treasury yields.
- AI model
- Translates headlines and writes short summaries of reports.
Rendering and media
- Chart renderer
- Draws charts for signals and terminal screenshots.
- Video engine
- Builds clips for the channel.
- Document converter
- Turns slides into images for viewing.
- Recognition
- Reads numbers from images.
Scheduler
- Server watchdog
- Restarts the server if it stops.
- Night cycle 16:15 ET
- Starts the night computations right after the market closes.
- Day cycle
- Ratings before the open, a market cut after the open, posts to the channel.
- Monitoring
- Keeps the recorder running separately from the server.
- Gateway agent
- Keeps the server's secure connection to the outside world.
Versions and tests
- Version store
- Every night and every morning the results are saved as a separate version.
- Automated tests
- Check the code on every change.
- Backup sync
- A fallback path for updating candles.
Telegram
- Login bot
- Subscriber login and personal notifications.
- Channel bot
- Publishes posts to the channel.
- Channel
- Summaries, clips, earnings, the week's leaders.
- Chart bot
- Ticker cards in any chat and the Mini App.
- Service bot
- Reports the progress of the night computations to the admin.
- Signals
- Entry signals with a chart.
- Admin
- Reviews posts and approves subscriptions.
Network and search
- Secure gateway
- The only way in from outside: the server is not exposed to the internet directly.
- Private network
- Closed access for work devices.
- Search engines
- Find the public stock and learning pages.
- AI search
- A short description of the site for AI assistants.
- Web analytics
- Anonymous visit statistics.
- Login via Telegram
- A subscriber logs in with one button.
Who uses it
- Workstation
- The terminal in its own window, seven tabs.
- Second terminal
- The same terminal on another computer.
- Admin Server
- The admin's full terminal from any network.
- Mobile admin
- The terminal and administration from a phone.
- iPhone widget
- Equity and the intraday curve on the phone's screen.
- Subscribers
- Their own terminal, lists and portfolios.
- Subscribers on phones
- The same terminal in a phone layout.
- Guests and search engines
- Stock pages, learning, the landing page in three languages.
- Telegram chats
- Ticker cards and a live chart inside Telegram.
All of this works for you
Open the terminal and see the market through the platform’s eyes. 14 days free, no card.