Field notes
The AyeWatch blog.
Guides and insights on AI-powered monitoring, competitive intelligence, and staying ahead of the information curve.
How Real-Time AI Monitoring Gives Investors an Information Edge
Information speed is one of the last remaining edges in investing. Real-time AI monitoring helps investors catch market-moving news before it's priced in.
April 10, 2026
Tracking FDA Drug Approvals in Real Time: A Biotech Investor's Guide
FDA approval decisions move biotech stocks dramatically. Learn how real-time monitoring of FDA databases gives biotech investors a critical timing advantage.
April 20, 2026
AI Startup Seed Round Monitoring: A VC's Guide to Staying Ahead
The best AI startup investments happen before rounds are publicly announced. Here's how VCs use automated monitoring to discover deals before competitors do.
May 10, 2026
Earnings Call Alerts: Know the Moment a CFO Moves the Market
Transcript monitoring lets analysts and traders catch key earnings call language, guidance cuts, margin commentary, executive tone shifts, before the full analysis cycle.
April 26, 2026
SEC Filing Monitoring with AI: 13Fs, 8-Ks, S-1s on Autopilot
SEC filings move markets. AI monitoring lets retail and institutional investors track specific filers, filing types, and language changes the moment documents are published.
April 26, 2026
Build a 24/7 Stock-News Desk with AI for Under $20/Month
Professional stock news coverage used to require a Bloomberg terminal. In 2026, a well-configured AI monitoring stack delivers comparable coverage for the price of lunch.
April 26, 2026
M&A Intelligence: How Investors and Bankers Monitor Deal Flow in Real Time
M&A deals leak before they're announced. Regulatory filings, job postings, executive moves, and industry press all signal deals in progress. Here's how to catch them early.
June 13, 2026
IPO Alerts: How to Track S-1 Filings and Pre-IPO News Automatically
S-1 filings go live on EDGAR before anyone covers them. Pre-IPO secondaries, lock-up expirations, and investor roadshows leak before the offering. Here's how to catch it all.
June 13, 2026
How to Get Notified When Analysts Upgrade or Downgrade a Stock
Analyst rating changes move stocks 2–5% on average within the first hour. The investors who see the rating change the moment it's published, not when it hits financial news, have a timing edge.
June 13, 2026
Insider Buying Alerts: How to Track SEC Form 4 Filings in Real Time
When executives buy their own company's stock, they're putting their money where their mouth is. SEC Form 4 filings are public within 48 hours. Here's how to get the alert the moment they file.
June 13, 2026
Short Squeeze Monitoring: Track Short Interest, Borrow Rates, and Catalyst News
Short squeezes don't happen without warning. Short interest data, borrow rate spikes, and social momentum all build in public before the move. Here's how to monitor them.
June 13, 2026
Crypto Regulation Alerts: How to Track SEC, CFTC, and Global Crypto Policy News
Crypto regulation news moves markets 10–30% in hours. SEC enforcement actions, Congressional hearings, and international bans all hit public sources before prices react. Here's how to monitor them.
June 13, 2026
Token Unlock Alerts: How to Know When Vesting Schedules Hit
Token unlocks are scheduled, predictable, and consistently create selling pressure. The dates are public. Knowing them in advance, and tracking any changes, is basic crypto risk management.
June 13, 2026
DeFi Security Monitoring: How to Get Notified of Protocol Exploits and Hacks in Real Time
DeFi exploits drain funds in minutes. The earliest public signals, security researcher posts, on-chain anomaly reports, protocol team Discords, precede mainstream news by hours. Here's how to monitor them.
June 13, 2026
Stablecoin Depeg Alerts: How to Monitor USDT, USDC, and DAI Stability
Stablecoin depegs happen fast and cascade across DeFi. The LUNA/UST collapse wiped $40B in days. Monitoring stablecoin price deviations and news is basic risk management for any crypto portfolio.
June 13, 2026
Prediction Market Monitoring: Track Polymarket and Manifold Odds in Real Time
Prediction markets aggregate crowd intelligence on everything from elections to earnings. Odds that shift 10+ points in an hour are a signal that something has changed. Here's how to monitor them.
June 13, 2026
VC Deal Flow Intelligence: How Angels and Investors Track Seed and Series A Deals
The best startup investment opportunities don't come from cold inbounds. They come from being positioned ahead of a deal. Here's how to monitor funding activity, co-investor signals, and sector deal flow in real time.
June 14, 2026
8-K Alerts
Get pinged when a material 8-K hits a public EDGAR page, not when cable recaps it.
September 13, 2026
EDGAR Alerts
Watch public SEC filing pages for 8-Ks, S-1s, 13Ds, and Form 4s you named.
September 13, 2026
Form 4 Alerts
Open-market insider buys on the names you watch. Skip grants and 10b5-1 chatter.
September 13, 2026
13F Alerts
New 13F filings from the funds you follow, with the 45-day lag named out loud.
September 13, 2026
13D Alerts
Public 13D activist stakes on the names you follow, the day the filing is up.
September 13, 2026
S-1 Alerts
See the S-1 when it hits a public EDGAR page, before the IPO media kit.
September 13, 2026
Insider Trading Alerts
Public Form 4 open-market buys you can research. Not tips, not MNPI.
September 13, 2026
Earnings Alerts
The 8-K, the call coverage, and the guidance wording. Not a date on a calendar.
September 13, 2026
FDA Approval Alerts
Watch the FDA page and the company 8-K. Skip the delayed biotech roundup.
September 13, 2026
FOMC Alerts
Statement, minutes, and speeches from Fed pages. Not every column that says Fed.
September 13, 2026
Layoff Tracker
8-Ks, WARN notices, and company blogs. Not a screenshot of a tweet.
September 13, 2026
WARN Notice Alerts
State layoff filings before the company press release writes the headline.
September 13, 2026
Bankruptcy Filing Alerts
Chapter 11 news and public docket pages for issuers in your book.
September 13, 2026
Activist Investor Alerts
13Ds and campaign letters the day they are public. Not activism think-pieces.
September 13, 2026
OpenInsider Alternative
A Form 4 watch on your tickers, pushed to your phone. Not a clone of their screener.
September 13, 2026
Unusual Whales Alternative
Semantic alerts on public news and filings. Not an options flow terminal.
September 13, 2026
Polymarket Alerts
Paste the event. Get pinged when a filing, quote, or official statement could move the odds.
September 13, 2026
Kalshi Alerts
Watch the Kalshi contract and the public facts it settles on. Stop hitting refresh.
September 13, 2026
Prediction Market News
An evidence feed for a contract: filings, quotes, and official statements, not odds recaps.
September 13, 2026
Manifold Alerts
Watch the URLs a Manifold market actually resolves on. Mute the comment pile.
September 13, 2026
Coinbase Listing Alerts
Watch the Coinbase blog and status pages. Listing posts are a minutes problem.
September 13, 2026
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