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Portfolio

Case studies demonstrating governed AI craftsmanship.

Flagship · Product

The Echo Angel Platform

A verification platform for professionals in regulated or confidentiality-bound fields. The orchestrator governs the process; the app governs the artifact; the only model in the loop is yours. Citations grounded by construction, an omission defense, a refuse-or-emit export gate, and a session audit trail — shipped as a local-first application, with no model inside either tool.

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AI Verification

When AI Gets It Wrong

9 errors in a guide built from 4,392 source items. A gaming build guide that revealed three categories of AI verification failure—and a methodology applicable to legal research, software documentation, and clinical evidence.

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AI & the Law

The AI Harm Landscape

An independent research compilation on AI-generated harm and the law — the consumer AI-chatbot litigation wave and the doctrine forming around it. Nine parts, 248 citations across 43 sources, each load-bearing claim carrying a click-verifiable citation, with the evidence base graded on a seven-tier source-trust scale.

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Professional Responsibility

When the Brief Cites a Case That Doesn't Exist

A neutral, primary-source survey of Rule 11, the duty of candor, and how courts are calibrating consequences when AI-assisted filings cite cases that don't exist. The 2025–2026 sanctions wave — from admonishment to $15,000 — with every case, rule, and quotation verified against the primary record. Research, not legal advice.

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Grant Evaluation

Verifiable Grant Application Assessment

Retrospective evaluation of a real DC small business against published DMPED scoring criteria. 34 sourced citations across 15 independent sources, with every claim linked to its source for two-click verification.

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Health Grant Evaluation

Federal Health Grant Readiness Assessment

Retrospective evaluation of a real Atlanta nonprofit against HRSA Healthy Start Initiative scoring criteria. 778 verified data points across 17 independent sources, dual-source research architecture, and every finding linked to its source.

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Data Engineering & Public Health Tools

Free Nutrition Tools That Do the Math

Calorie calculator, restaurant meal finder, and home meal cookbook — all built on verified USDA data, all free, all private. 11,680+ menu items, 38 recipes, zero cost to users.

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Professional Services

BAF Training Website

AI-directed business transformation: research-grounded pricing strategy, domain migration, evidence-based program development, and ongoing enhancement across multiple project phases.

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Consumer Tech Research

Auditable Home Tech Research

A structured comparison of five home-display calendar devices for a household purchase decision. Twenty-five independent sources, nineteen citation chain entries, every load-bearing claim linked to a verifiable passage. The methodology is the same one we bring to regulatory analysis and legal-support work — applied here to a topic any reader can sanity-check in under an hour.

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Research

Rowan School Research

Kindergarten selection with 97.6% verified data, custom jeong framework, and live decision tool. 4 hours, 17 concerns resolved.

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Fitness Technology

Personal Training Research Bundle

4-week corrective exercise program with 30 research-grounded exercises across 3 training days, integrated movement quality tracking (Clean / Grind / Miss), and local gym facility analysis. 22 research sources, including peer-reviewed journals, with three-layer citations linking every evidence claim to its source — and, where possible, to the exact passage in the original publication.

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Applied AI · Fitness

A Grounded Training App

A returning athlete's 10-week cut-and-restore program, grounded claim-by-claim in published research and delivered through a logging app — not a static PDF. Built on a reusable single-file engine with two additive tracking features (a cardio logger and a daily-fuel panel); nineteen findings across running, nutrition, lifting, and swimming, backed by twenty cited sources; and a live demo that runs locally with the database connection switched off. The research even overrode the athlete's own favorite running cue.

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Confidential Client Work

And More

Echo Angel Studio has produced governed research deliverables for professional services clients under confidentiality. This includes multi-article research suites with verified citations, policy analysis frameworks, benefits research and evidence compilation, and evidence synthesis operations supporting work across legal, regulatory, and policy contexts.

The portfolio items shown here represent our public-facing work. The depth and rigor of our confidential engagements is significantly greater.

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