Thesis-backed stock research

Fundamental Picks

Understand the thesis before you look at the ticker.

Fundamental Picks organizes researched companies into Conviction, Bench, and Watch, then keeps the thesis, risk, evidence, quant context, news, and current market range together.

Open Fundamental Picks See the product explained

Use it when: You need to understand why a researched company belongs on the desk.
Start with: Conviction, Bench, or Watch
Leave with: The thesis, principal risk, and what would change the view

Inside Fundamental Picks

Read the idea before the market noise.

The screen moves from list placement to the full company thesis, then adds independent quant and market context.

Select a numbered point to trace the screen.

Fundamental Picks shown in the Investor Desk interface — Current Fundamental Picks interface. Select a point above or open the full screen. Displayed names and values can change as the product updates.

Why Fundamental Picks

Research that tells you what matters - and what could break.

Fundamental Picks turns a long research report into a usable hierarchy without reducing the idea to a price target.

01 · Conviction hierarchy

Spend time where the evidence is strongest

Conviction, Bench, and Watch separate active ideas from researched candidates and names still waiting for proof.

02 · Complete thesis

Read the opportunity and the failure case together

Each company pairs the core thesis with principal risks, supporting evidence, horizon, and the facts that would change the view.

03 · Independent context

Check the idea against the model and market

Quant standing, research overlap, current news, and the verified Vector Range add context without replacing the fundamental thesis.

Research system deep dive

Fundamental Picks / Decision framework

Know what the desk believes, why it believes it, and what could prove it wrong.

Fundamental Picks is a living research book, not a static list of favorite stocks. Every company has a defined place, and every active thesis must carry its own evidence, principal risk, time horizon, and disconfirming condition.

Active research ideas

Conviction

Ordered with A-D grades

The thesis is developed enough to remain in the active research book. Order and grade communicate relative conviction inside this list only.

Researched candidates

Bench

Unranked

The company is understood, but the evidence, timing, risk clarity, or thesis durability is not yet strong enough for Conviction.

Evidence still developing

Watch

Unranked

The company remains worth monitoring while the desk waits for a clearer operating signal, catalyst, risk resolution, or research setup.

Fundamental Picks screen with its six main decision areas marked — The collapsed roster is designed for comparison. Expand a company only after its list placement and one-line opportunity make the deeper review worthwhile.

01

Choose the research list

Start with Conviction for active ideas, Bench for researched candidates, or Watch for names still waiting on evidence.
02

Search and narrow

Search ticker, company, or theme, then use sector and risk filters to reduce the page to the comparison you actually want.
03

Identify the company

Logo, ticker, company, and sector establish the business before any grade or market signal is considered.
04

Read the one-line thesis

The collapsed row states the core opportunity in plain language so you can decide whether the full research deserves attention.
05

Separate research from market context

Grade, thesis role, risk, current Vector Range, and overlap tags answer different questions. None should replace the others.
06

Expand the full company view

Open the row for the thesis, evidence, risks, horizon, disconfirming conditions, quant context, current range, and relevant news.

Conviction grades

A-D is a relative research hierarchy, not a return forecast.

Only Conviction ideas receive grades. Bench and Watch remain deliberately unranked because their role is to preserve researched possibilities without manufacturing false precision.

Grade What it means What to check It does not mean

A Highest relative conviction

The strongest current combination of opportunity, evidence quality, thesis durability, and understood risk inside Conviction. Confirm the evidence still supports the thesis and the stated risk has not materially changed. It is not a promise of the highest return or the best near-term price action.

B Strong active thesis

The opportunity remains well supported, with more execution, timing, or risk uncertainty than the A group. Identify the open question that prevents the idea from reaching the highest relative tier. It is not a weaker company by definition and does not imply an automatic downgrade.

C Credible, with material questions

The thesis is active, but evidence depth, operating visibility, timing, or risk requires closer monitoring. Focus on the specific milestone or evidence gap that would strengthen or weaken the research case. It is not a sell signal and may still have a valid long-horizon thesis.

D Lowest relative conviction

The company remains in Conviction, but it has the thinnest current margin of evidence or the greatest unresolved risk in the active list. Review whether the thesis still belongs in Conviction or should move back to Bench or Watch. It is not a forecast of negative returns and does not replace the written thesis.

Thesis anatomy

A complete idea must explain the path and the failure condition.

The expanded company view separates the causal thesis from supporting evidence and market context. That makes the research reviewable instead of allowing a compelling narrative to become unfalsifiable.

01Opportunity: The economic outcome that could make the company materially more valuable over the research horizon.
02The thesis: The causal argument connecting the business, market structure, execution, and potential outcome.
03Why now: The evidence or change that makes the opportunity relevant at this stage rather than merely interesting someday.
04What supports conviction: Operating facts, industry structure, customer behavior, financial progress, or other evidence already visible.
05Risk: The most important way the opportunity can disappoint, including execution, competition, regulation, financing, or cycle risk.
06Horizon: The period over which the thesis is expected to become measurable; this is not a promised holding period.
07What changes our mind: A falsifiable condition that would weaken or invalidate the thesis instead of allowing the story to drift indefinitely.
08Economic path: The sequence of business developments that must occur for the opportunity to become durable value creation.

Four independent lenses

Keep business quality, model strength, price context, and new evidence separate.

The company view becomes useful because these lenses can disagree. A strong thesis can have weak momentum; a favorable range can exist before the evidence improves. The disagreement is information, not an error to hide.

Fundamental thesis

Why could the business compound?

Primary research authority. Read the opportunity, evidence, risk, horizon, and disconfirming conditions first.

Quant context

How strong is the stock relative to the model universe?

An independent monthly market-strength reading. It can agree or disagree with the thesis without rewriting it.

Vector Range

Where is price inside the current market map?

Daily market context showing current buy and trim zones when a verified range exists. It is not a fundamental price target.

Events and news

What new evidence needs review?

Relevant earnings, filings, insider activity, unusual moves, and company developments can trigger a thesis update.

How research moves

Placement changes only when the evidence changes.

Price movement alone does not promote or demote a company. The desk changes list placement or grade when the underlying research quality, timing, risk, or disconfirming evidence changes.

Watch to Bench

Research becomes specific enough to define the opportunity, principal risk, and evidence that still needs to arrive.

Bench to Conviction

Material evidence improves the thesis quality, timing, durability, or risk clarity enough for active-list treatment.

Grade changes inside Conviction

Relative evidence, execution, risk, or thesis durability changes versus the other active ideas.

Conviction to Bench or Watch

The case loses evidence, the key risk rises, timing becomes too uncertain, or a disconfirming condition begins to appear.

The company-review routine

Start with the thesis. End with what would change it.

This sequence keeps a letter grade, a recent headline, or a favorable market range from replacing the actual investment case.

01
Choose Conviction, Bench, or Watch before searching; the list placement is part of the research conclusion.
02
Use search, sector, and risk filters to create a focused comparison set.
03
Read the one-line opportunity and list treatment before opening the full company view.
04
Start with the thesis, supporting evidence, principal risk, horizon, and what changes our mind.
05
Trace the economic path and identify the next observable milestone that can confirm or weaken the case.
06
Cross-check the independent quant reading, current Vector Range, relevant news, earnings, and ownership activity.
07
Follow the company only when future changes matter to your process, then revisit the research when dated evidence changes.

Visual product guide

Ten real product captures

See the full research workflow, not a token screenshot.

These are distinct states from the working product: the three research lists, the expanded company review, its independent market context, and the same sequence on mobile.

01 / Research book

Move between active ideas and the research pipeline.

Conviction is ordered and graded. Bench and Watch preserve researched possibilities without pretending they carry the same active status.

Fundamental Picks Conviction list with graded active ideas — 01
**Conviction**
Compare active ideas, grades, thesis summaries, risk, and current Vector Range context.

Fundamental Picks Bench list of researched candidates — 02
**Bench**
Review fully researched candidates waiting for stronger evidence, timing, or portfolio room.

Fundamental Picks Watch list of companies with developing evidence — 03
**Watch**
Keep developing ideas visible while the desk waits for a clearer operating signal or setup.

02 / Company review

Open one company and follow the argument all the way through.

The expanded view keeps the written thesis primary, then adds quant standing, the current market map, disconfirming evidence, news, and the economic path.

Expanded SXT Fundamental Pick showing the complete thesis and monthly quant context — 04
**Thesis, risk, horizon, and independent quant context**
Start with what the desk believes and what time horizon the argument needs before reading any market signal.

Expanded SXT Fundamental Pick showing the current Vector Range and market intelligence — 05
**Current Vector Range**
Read the verified daily market map separately from the long-horizon fundamental thesis.

Expanded SXT Fundamental Pick showing supporting evidence, latest news, and the economic path — 06
**Evidence, news, and economic path**
Connect new information with the operating milestones that can strengthen or weaken the case.

Expanded SXT Fundamental Pick showing why now, supporting conviction, and what changes the view — 07
**The falsification check**
Keep why now, supporting evidence, and what changes our mind visible in the same review.

03 / Mobile review

The same decision sequence survives the smaller screen.

Mobile keeps list placement, the full thesis, quant standing, and the current Vector Range in one vertical path without hiding the reasoning behind a grade.

Fundamental Picks mobile Conviction roster — 08
**Choose the list and company**
Search and compare the research roster without horizontal scrolling.

Expanded Fundamental Pick thesis on mobile — 09
**Read the full thesis**
The opportunity, risk, horizon, and quant context remain readable in one focused company view.

Expanded Fundamental Pick Vector Range on mobile — 10
**Cross-check the market map**
Continue directly into range position and delayed market context without leaving the company review.

How to use it

Move from list to thesis to market context.

Use the research hierarchy in order. The grade tells you where to start; the thesis and disconfirming evidence tell you whether the idea belongs in your process.

01

Choose a research list

Start with Conviction for active ideas. Use Bench for researched candidates and Watch for names waiting on better evidence or setup.
02

Filter the universe

Search by ticker, company, or theme, then narrow by sector or risk level.
03

Expand the company

Read the full thesis, why now, supporting evidence, risk, horizon, and what changes the view.
04

Cross-check the market

Use the quant score, current Vector Range, recent news, and overlap tags as independent context around the fundamental thesis.

Fundamental Picks on mobile

The thesis stays first on a small screen.

Mobile keeps list placement, the core thesis, risk, quant context, and the current Vector Range in one vertical company review.

Choose a research listStart with Conviction for active ideas. Use Bench for researched candidates and Watch for names waiting on better evidence or setup.
Filter the universeSearch by ticker, company, or theme, then narrow by sector or risk level.
Expand the companyRead the full thesis, why now, supporting evidence, risk, horizon, and what changes the view.

Fundamental Picks shown in the mobile Investor Desk interface — Current mobile Fundamental Picks screen.

Example workflow

Example: reviewing a Conviction idea

A grade is the start of the review, not the conclusion.

Open a Conviction company

Read the thesis and what changes the view

Check quant standing and the current Vector Range

Follow the company if its future updates matter to you

Updates and boundaries

Research changes when the evidence changes

A company can move between Conviction, Bench, and Watch when new evidence changes the quality, risk, or timing of the thesis. Dates show when the research was last updated.

Thesis and grade Updated when material evidence changes

Quant context Updated on the monthly model cycle

Vector Range Updated on the published market-data schedule

Company news Refreshed as relevant new items arrive

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