A new breed of web scientists.

We build AI-augmented financial software.

We combine data engineering, machine learning and large language models to turn raw market and company data into clear, usable insight.

Webvig Labs is a software development company in Braselton, Georgia, building for traders, developers and AI agents. We started out building and running production web systems. That discipline carries into everything we ship: tested, monitored, and built to run without babysitting.

What we're building

Malinal is on sale today. Wheel Analyzer is a private tool, and our dividend project is still in the lab.

Available now · malinal.ai

Malinal

Rooted in Data. Branching into Insight.

A financial data API that pairs historical prices and fundamentals for S&P 500 companies with AI-generated analysis.

REQUEST

200 OK · application/json

curl https://api.malinal.ai/v1/signal/AAPL/intrinsic-value \
  -H "X-API-Key: $MALINAL_KEY"

EXAMPLE RESPONSE · TRIMMED

{ "data": [{
    "suggested_intrinsic_value": "259.00",
    "confidence": "MEDIUM",
    "preferred_method": "EPS",
    "period": "2026Q4",
    …
}]}

Free plan $0. Pro $10/month or $100/year. Sold by Webvig Labs, LLC and billed through Stripe.

Cancel any time from the Customer Portal; Pro access runs to the end of the paid period. We don't refund partial billing periods.

Private application

Wheel Analyzer

A research and journaling tool for options investors: positions, premiums and tax lots in one clear view.

In the lab · not yet available

Dividend research

AI-augmented research for dividend investors: income, payout safety and growth, explained in plain words.

How we work

Questions about our products or a charge?

Braselton, Georgia