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AI FINANCE BRIEF

Issue #53 · Saturday, July 4, 2026 · Free Edition

How finance pros put AI to work — practitioner how-to, not news recaps.

The desks pulling ahead aren't reading more AI news — they're wiring the week's signal into their workflow. Here's today's signal, framed for your desk.

THE WORKFLOW

What moved in AI this week — and how a desk uses it

Lead: WEEKLY - OUSD, crypto + AI + democracy

AI is moving from a markets story into a finance workflow. The desks pulling ahead are wiring it into research, monitoring, and reporting — not waiting for a vendor to package it. Here's the week's signal, framed for your desk.

Why it matters for your desk: This is the week's AI shift framed for a desk, not a feed — the one item that removes manual work is the one to pressure-test first.

On your desk: pick the one item below that touches a task you repeat weekly, and pressure-test where it removes manual work before you scale it anywhere.

📈 RETAIL DESK

Screen for setups without a Bloomberg

For the retail trader · Screening & Ideas: Free data + the right prompt gets you 80% of what a screener does.

Why it matters for your trading: The point isn't a hot tip — it's a repeatable process with an invalidation level written down before you click.

AI STACK FOR THIS TASK

🤖 Best model

A free-tier chat model plus a free screener — no paid tools needed to get started.

🗄 Where the data lives

Finviz free screener (finviz.com); paste the results into the chat.

Paste a list of tickers + basic data (price, 50/200-DMA, RSI, volume), then:

I'm a retail trader. Here's a list of tickers with price, 50-DMA, 200-DMA, RSI, and recent volume: {PASTE}. Group them into:
1. TREND (above rising 50 & 200-DMA),
2. PULLBACK (uptrend but near/at the 50-DMA),
3. AVOID (below 200-DMA / broken).
For the 3 best PULLBACK candidates, give me the setup in one line each + the level that would confirm and the level that would invalidate. Use only the data I pasted. Remind me this is education, not advice.

📋 Copy this prompt →

Opens a 1-click copy page

You end with a short, ranked watchlist and levels — not 200 charts and analysis paralysis.

🧑‍💼 PRO WORKFLOW

Turn a screen into ranked, thesis-tagged ideas

For the desk · Screening & Ideas: A screen gives you 40 names. The model turns them into 5 you can actually pitch.

Why it matters for your desk: Run this on a real name this week — the workflow that removes the most manual work is the one to systematize first.

AI STACK FOR THIS TASK

🤖 Best model

A reasoning model — a screen is only useful with the 'why', which is where judgment beats a filter.

🗄 Where the data lives

Finviz or stockanalysis.com free screeners; export the CSV and paste it in.

Paste your screen output (tickers + a few columns), then:

Here's a raw screen: {TICKERS + columns}. My mandate is {e.g. quality compounders / deep value / GARP}. For each name:
1. In one line, why it passed the screen.
2. Tag it with the closest thesis archetype (turnaround / secular grower / re-rating / cyclical bottom / broken but cheap).
3. Score 1-5 how well it fits MY mandate and say why.
Then give me the top 5 to diligence first, ordered, with the single most important question for each. Use only the data I pasted.

📋 Copy this prompt →

Opens a 1-click copy page

You go from a list to a diligence queue in one pass — ranked by fit to YOUR book, not a generic factor.

◆ AI FOR YOUR FINANCE SEAT

One AI move + one copy-paste prompt for the finance leader's desk — the CFO seat first, then the seats you also wear. ~30 seconds each.

◆ CFO · finance & operations economics

Budgets built by nudging last year's numbers bake in last year's waste. AI can help you build from priorities instead — every major line justified by what it's for — so the budget funds the plan, not the habit.

Copy-paste prompt — Build a priority-driven (zero-based) budget

You are a finance business-partner running a priority-based budget. From the goals and cost areas below, help me build it bottom-up: for each major spend area, the outcome it funds, the minimum to keep the lights on vs. the incremental spend and what it buys, and a ranking of incremental spends by value. Flag the line items that exist only because they existed last year, and the one area likely under-funded relative to its goal. Mark inputs as [INPUT].

[paste goals + current cost areas]

Why it pays off: A budget that starts from last year defends last year's mistakes by default.

🔒 CSO — Write the one-page strategy everyone can repeat unlock in Pro →

🔒 COO — Build a decision grid for a tool or vendor choice unlock in Pro →

📊 Live version on Entry Point Trading

This is a snapshot as of Saturday, July 4, 2026. The signals on this chart update daily — see the live, always-current version on Entry Point Trading.

View the live chart — free preview →

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