Adrian Seymour

AI Strategy Analyst + Senior Business Analyst

AI strategy and adoption for organizations ready to compete.

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Strategy

Concept → Live

Roadmaps that become working prototypes, not shelfware

Delivery

Any Stage

Focused pilots for growing teams, with platforms proven at 1M+ users

Proof

Live Demos

Private AI tools stakeholders can explore on their schedule

What I Deliver

I don't pitch AI. I ship it.

Recruiters and stakeholders see my portfolio here. When it's time to go deeper, I share private demo links tailored to their industry: functioning AI tools they can explore on their own schedule.

Days

From concept to working prototype

Industry

Tailored demos per stakeholder

Private

Access by invitation & code only

Live

Functioning tools, not slide decks

About

I don't just analyze requirements. I deliver AI innovation.

I'm an AI Strategy Analyst and Senior Business Analyst who bridges business strategy and AI innovation, identifying where AI creates measurable impact, then delivering functioning prototypes stakeholders can evaluate.

I translate complex operational requirements into AI solutions executives can see, test, and share. Working tools tailored to their industry and priorities, not slide decks.

With 10+years of experience, I've delivered solutions across finance, legal, biotech, pharmaceutical quality, healthcare, energy, retail, manufacturing, technology, and enterprise SaaS — giving me the domain fluency to ramp quickly in regulated, high-stakes environments.

Strategic Focus

AI Strategy & Roadmapping

AI Innovation Prototyping

Enterprise Requirements Analysis

Stakeholder Demo Delivery

Industry Experience

Financial Services

Legal & Law

Biotech

Pharmaceutical Quality Testing

Healthcare & Life Sciences

Banking & Capital Markets

Insurance

Energy & Oil & Gas

Manufacturing

Retail & E-Commerce

Technology & SaaS

Government & Public Sector

Telecommunications

Real Estate & Construction

Commercial Services

Professional Services

Supply Chain & Logistics

Core Expertise

Business Analysis

AI-Assisted Development

Full-Stack Development

Product Management

Requirements Engineering

PostgreSQL & Supabase

React & TypeScript

Agentic Engineering

Power BI & Data Analysis

Azure DevOps & CI/CD

Featured Work

Projects & Capabilities

8 live AI suites and 19functioning tools across regulated, document-heavy industries — each addressing a real business bottleneck I've solved in finance, legal, healthcare, manufacturing, and enterprise operations.

Eight live AI suites — 19 functioning tools across industries. Built to demonstrate innovation with representative sample data, not claims of prior employment in every vertical.

10+

Years Experience

Over a decade as a Business Analyst and AI strategist across finance, legal, biotech, pharmaceutical quality, healthcare, energy, retail, manufacturing, technology, and enterprise SaaS — from requirements and compliance workflows to production systems.

Financial Services

Legal & Law

Biotech

Pharmaceutical Quality Testing

Healthcare & Life Sciences

Banking & Capital Markets

Insurance

Energy & Oil & Gas

Manufacturing

Retail & E-Commerce

Technology & SaaS

Government & Public Sector

Telecommunications

Real Estate & Construction

Commercial Services

Professional Services

Supply Chain & Logistics

Concept Prototype · Stakeholder Demo

Commercial Roofing

Commercial Roofing AI Platform

5 live tools · Built to demonstrate AI innovation

A functioning concept suite I built to show acquisitive enterprises what's possible: M&A integration, proposals, compliance, field ops, and vision. Shared privately with stakeholders, not prior employment history.

Acquisition IntegrationProposal GeneratorContract AnalyzerField AssistantRoof Inspection

3 wks → 4 min

Integration time (modeled)

5 tools

Live & functioning today

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

Concept DemoEnterprise SaaSM&AC-Suite Ready

Request demo access →

Concept Prototype · Industry Demo

Healthcare & Life Sciences

Healthcare AI Suite

2 live tools · Prior auth & clinical intelligence

Demonstrates AI for payer authorization and clinical summarization, workflows I understand from healthcare and life sciences experience, packaged as functioning prototypes.

Prior Authorization AnalyzerClinical Summarizer

Hours → min

Auth review (modeled)

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

HealthcarePayer WorkflowsClinical NLPConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Energy & Oil & Gas

Oil & Gas AI Suite

2 live tools · Inspection & safety compliance

Field report intelligence and safety compliance scanning. Concept tools showing how AI handles document-heavy energy operations.

Inspection Report AnalyzerSafety Compliance Scanner

Unstructured → structured

Report processing

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

EnergyAsset IntegrityHSEConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Fashion & Retail

Fashion & Retail AI Suite

2 live tools · Trend intelligence & visualization

Trend-to-brief and lookbook generation, demonstrating creative and merchandising acceleration with functioning AI prototypes.

Trend-to-Brief AnalyzerAI Lookbook Generator

Weeks → minutes

Concept-to-brief cycle

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

RetailMerchandisingGenerative AIConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Financial Services & Banking

Financial Services AI Suite

2 live tools · Regulatory review & covenant monitoring

Banks and lenders review filings and credit agreements manually at scale. These tools extract risk signals from 10-K excerpts and flag covenant breaches before they become portfolio losses.

Regulatory Filing AnalyzerLoan Covenant Monitor

Hours → min

Filing review (modeled)

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

BankingCredit RiskRegulatory ComplianceConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Legal & Professional Services

Legal & Professional Services AI Suite

2 live tools · Contract clauses & SOW review

Legal and procurement teams review MSAs and SOWs under deadline pressure. AI accelerates first-pass review — surfacing liability caps, auto-renewal traps, and milestone risk.

Contract Clause AnalyzerSOW & Deliverables Reviewer

90%

Faster first-pass review (modeled)

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

Legal TechContract ReviewProcurementConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Insurance

Insurance AI Suite

2 live tools · Claims intake & policy coverage

Adjusters and underwriters drown in FNOL documents and renewal binders. AI matches claims against policy terms at intake and scans for exclusion gaps before renewals.

Claims Intake AnalyzerPolicy Coverage Reviewer

70%

Faster claims triage (modeled)

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

InsuranceClaims ProcessingUnderwritingConcept Demo

Request demo access →

Concept Prototype · Industry Demo

Manufacturing & Quality

Manufacturing & Quality AI Suite

2 live tools · Batch records & CAPA review

QA teams spend hours reviewing batch production records and deviation reports. AI flags open deviations, calibration gaps, and overdue CAPA actions before release delays.

Batch Record Review AnalyzerDeviation & CAPA Scanner

80%

Faster batch review (modeled)

2 tools

Live demonstrations

Metrics are modeled for demonstration. Full assumptions available in live walkthrough.

ManufacturingGMP QualityPharma QAConcept Demo

Request demo access →

Interested in a live walkthrough? Get in touch and I'll share tailored demo links with stakeholders and hiring teams.

Contact

Adopt AI. Stay competitive.

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Austin, Texas