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Legal Tech Client Project AI Assessment

Dakessian Power Meter

AI-driven tax litigation assessment tool for a premium California tax law firm. Conversational case evaluation with multi-factor scoring and automated lead capture.

The Challenge

Dakessian Law needed a way to qualify inbound tax litigation inquiries before investing attorney time. Potential clients often don't know if they have a viable case.

The tool needed to capture detailed case information, provide meaningful preliminary assessment, and generate qualified consultation requests—all while maintaining the firm's premium brand image.

The Solution

The Tax Litigation Power Meter uses Claude Sonnet 4 to conduct intelligent case assessments through a conversational interface. Users receive a detailed score breakdown and can immediately request a consultation.

The system captures complete case context—agency type, tax amounts, legal position, and procedural status—delivering qualified leads with rich information for attorney review.

Multi-Factor Scoring System

40%

Legal Strength

Merits of the legal position and supporting arguments

30%

Procedural Position

Timing advantages, case stage, and procedural considerations

30%

Practical Litigability

Resources, evidence availability, and case feasibility

Combined into an overall 0-100 litigation potential score

Technology Stack

AI

Claude Sonnet 4Tool-Use9 Structured Tools

Frontend

Vanilla JavaScriptCSS3Responsive Design

Backend

Node.jsExpressGoogle Cloud Run

Infrastructure

Firebase HostingCloud FunctionsSMTP

Key Features

Multi-Factor Scoring

3-component assessment combining legal strength, procedural position, and practical litigability into a 0-100 score.

Conversational AI Interface

6-phase guided assessment with dynamic button generation and natural conversation flow.

Session Recovery

24-hour session persistence—users can resume interrupted assessments exactly where they left off.

Real-Time Insights

Contextual information cards triggered at strategic moments based on case details.

Accessibility Compliance

WCAG-compliant with ARIA labels, screen reader support, and keyboard navigation.

Secure API Architecture

Cloud Run proxy keeps API keys server-side with CORS controls and rate limiting.

Technical Highlights

Domain-Specific AI

750+ line system prompt encoding California tax law expertise, including statute references (R&TC sections), recent OTA trends, and practical case evaluation criteria.

Intelligent Question Detection

25+ regex patterns detect question types in AI responses, automatically generating context-appropriate button options for structured user input.

Vanilla JavaScript Architecture

2,293 lines of framework-free JavaScript with sophisticated state management, session recovery, and complex multi-screen flows—demonstrating that modern UX doesn't require heavy frameworks.

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