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Methodology

Disciplined. Validated. Continuously adapted.

The Market Predictive Model is designed to support the advisory process with evidence, not replace professional judgment.

01

Walk-Forward Validation

Signals are tested under walk-forward protocols intended to resemble real-time decision-making rather than hindsight optimization.
02

Expanding-Window Refits

Classifier models are refit on a regular cadence so the framework can adapt as market structure changes while retaining cycle history.

03

AI-Augmented, Not AI-Driven

Machine learning supports signal construction and calibration, while methodology, definitions, and decision logic remain reviewable.
How It Serves Clients

A market intelligence layer inside the portfolio decision process.

Regime intelligence is not a product sold separately. It is part of the discipline Montecito applies when reviewing portfolios and managing risk.
01

Anticipate

Identify forming bear regimes before they become obvious in consensus headlines.
02

Position

Frame pullbacks, drawdowns, and weakening internals while they are still actionable.
03

Re-engage

Review recovery evidence before moving back toward more constructive portfolio positioning.
03

Filter

Separate routine volatility from regime-level structural change that may matter to portfolios.

CFA
Chartered Financial Analyst leadership
MBA
Graduate-level business and finance training
BA
Economics degree foundation
20+
Years of investment industry experience
RIA
Independent fiduciary advisory model
The Montecito Difference

Do not just hold a portfolio. Have it actively reviewed and defended.

Schedule a complimentary portfolio review and see how Montecito’s portfolio process uses risk management, market intelligence, and fiduciary guidance to support long-term decisions.

The Market Predictive Model  is a proprietary market intelligence tool used internally by Montecito Capital Management to inform portfolio decisions. All precision figures reflect historical walk-forward out-of-sample testing on the S&P 500. Past market signal record does not guarantee future results. The Market Predictive Model and HybridBrain™ are referenced as proprietary research methodology used in our advisory process. Montecito Capital Management is a fiduciary, fee-only Registered Investment Advisory firm. This page is for informational purposes only and does not constitute investment advice or a solicitation to buy or sell securities. Please consult our ADV filing at adviserinfo.sec.gov for full disclosures.

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