For Investors Seeking a Strategy

AI-Developed Investment Strategiesfor more disciplined research

You want to use AI in your investing, but you do not have a fully structured strategy of your own.

AISL subscription services provide recurring access to AI-developed equity investment strategy research, candidate opportunities, supporting measurements, and downloadable reports for your own review.

What subscribers receive

01

Recurring model-generated research signals

02

ETF-specific measurements and eligibility context

03

Member access and Excel report delivery

04

Research output for investor review—not personalized advice

Current Research Coverage

Three ETFs, distinct evaluation criteria

Each ETF has its own criteria and metrics. AISL standardizes the delivery and presentation while preserving the research method appropriate to each fund.

VGTWeekly

Technology-sector candidate research

Potential candidates for future inclusion in the Vanguard Information Technology ETF.

VIGWeekly

Dividend-growth eligibility research

Evaluation of companies with characteristics associated with dividend growth.

VUGWeekly

Large-cap growth candidate research

Growth and value measurements used to evaluate potential candidates.

How Delivery Works

Research delivered on a repeatable schedule

Friday closing data provides the cutoff. Evaluations run on Saturday, then completed research can be presented through the member area, Excel downloads, and subscriber email delivery.

Friday
Market data cutoff

The weekly analysis reflects the available Friday market close.

Saturday
Evaluation and review
After review
Member and report delivery
Research Context

Signals support review. They do not replace investment judgment.

A BUY signal is generated by the AISL ETF evaluation model and eligibility rules. It is research output, not personalized investment advice, a recommendation to transact, or a guarantee of future results.

Understand the methodology